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[スライド] AI エージェントと新アプリ · 対象期間 2026-10-17 – 2026-10-2313 枚 · English

AI Agents and Apps Weekly Brief · Oct 17–23, 2026

Generated with Divrite · 2026年10月23日 完成

元のプロンプト
Write the "AI Agents and Apps" hot-topic report covering 2026-10-17 to 2026-10-23. Unit of coverage: the product — AI agents and AI-native apps launched or materially updated this week, grouped by scenario (office, coding, search, creative), with what each does, how it is priced and any user or growth figures. Sections: 1. Highlights of the week 2. New product cards grouped by scenario 3. Important updates 4. Users and revenue data 5. Funding and acquisitions 6. Try-this list. Length: 10–12 slides. Key sources: Product Hunt, official launches, app-store rankings, traffic-data platforms, tech media. Cite every key number; leave out anything without a reliable source. Answer in English.

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全 13枚のスライド

「AI Agents and Apps Weekly Brief · Oct 17–23, 2026」の表紙
  1. スライド 1

    AI Agents and Apps Weekly Brief|Oct 17–23, 2026

    発表者ノート

    Welcome to the Divrite Research weekly brief on AI agents and apps for October 17 to 23, 2026. This issue covers new products, updates to existing ones, user and revenue data, funding, acquisitions and pricing models. First, the contents.

    スライドのテキスト

    AI Agents and Apps

    Weekly Brief

    Divrite Research · Hot Topics · Issue for Oct 17–23, 2026

    PUBLISHED BY

    Divrite Research

    COVERING

    Oct 17–23, 2026

  2. スライド 2

    Contents

    発表者ノート

    The brief runs in five parts: an overview, new products, assistants and users, money and pricing, and action. We start with the overview, the week at a glance.

    スライドのテキスト

    Contents · Five parts

    / 13

    Overview

    Controls, plumbing and meters, not flagship agents

    New products

    Zoom's roadmap, coding plumbing and Cursor pricing

    Assistants and users

    API migration, locks and Muse's retention

    Money and pricing

    Funding, thin deal terms and per-resolution meters

    Action

    Dated items and what to try first

  3. スライド 3

    Week · Overview|Read the unit and the date before the headline

    発表者ノート

    The week changed controls, migrations and meters more than products, so cost and risk sit in the unit and the date rather than in the headline. Among first-party office launches, only Zoom's ZoomMate Agent Teams is available, from October 20. Cursor now costs $8 to $200 a month. Meta Muse's 10 million-plus US downloads in 40 days and day-7 retention of 30% against 19% are estimates, and Podium's over $150 million AI ARR is a company statement. Per-resolution list prices run from $0.50 to $2.00, checked October 18. Check status, price and billing unit before adopting anything. Next, office and search launches.

    スライドのテキスト

    Week · Overview

    Read the unit and the date before the headline

    Source: Zoom; Product Hunt; Adyen; Fello AI; OpenAI via TechCrunch; CellCog; Sensor Tower via 9to5Mac; Podium; QueryNow

    Status of each launch, Oct 24

    live announced, rolling out or paused

    Product

    Scenario

    Price or amount

    Status

    ZoomMate Agent Teams

    Office

    Not stated

    Available from Oct 20, 2026

    Kai Resolve by Gleap

    Support

    Not stated

    Launched; Launch of the Day, Oct 19

    Adyen Agent Marketplace

    Coding

    Free (Apache 2.0)

    Released Oct 22, 2026

    Daytona agent sandboxes

    Developer infrastructure

    Not stated

    Shipping; announced Oct 20, 2026

    Cursor X Subscription

    Coding

    $8 to $200 a month

    In effect since Oct 12 (context)

    ChatGPT Locked Chats

    Assistant

    Included in Free to Edu plans

    Rolling out from Oct 20, 2026

    Claude API 2026-10-21

    Developer platform

    Not stated

    Released Oct 21, opt-in

    Meta Muse

    Personal agent

    Free for most uses; US only

    Shipping since Sep 8 (context); sharing paused

    Daytona Series B

    Funding

    $60M

    Announced

    Kapital deal for Woz

    Acquisition

    $30M

    Announced agreement

    Numbers to read with their unit

    Zoom features still to come, Oct 2026 to Q1 2027

    Adyen target tools

    $8 to $200

    Cursor, a month

    10M+

    Muse US downloads in 40 days (estimate)

    30% vs 19%

    Muse day-7 retention against peers (estimate)

    Over $150M

    Podium AI ARR (company statement)

    $0.50 to $2.00

    Per-resolution list prices (checked Oct 18)

    What it means

    The week changed controls, migrations and meters more than products, so cost and risk sit in the unit and the date, not the headline.

    Next step

    Check each launch for its status, price and billing unit before adopting it

    数字の出どころ
    【本页依据】 ① ZoomMate Agent Teams is available from Oct 20, 2026; 6 Zoom features are still to come, from Oct 2026 to Q1 2027 —— Zoom advances its AI strategy with a new Unified Context Layer that helps turn meeting conversations into completed work | Zoom · news.zoom.com · https://news.zoom.com/zoomtopia-2026-news ② Adyen Agent Marketplace was released on Oct 22 as a free Apache 2.0 tool that syncs setups to 8 tools —— One setup for every AI tool: Agent Marketplace - Adyen · adyen.com · https://www.adyen.com/knowledge-hub/agent-marketplace ③ Cursor X Subscription costs $8 to $200 a month and has been in effect since Oct 12, with Claude billed separately —— Cursor vs Claude Code: Which to Pay For in 2026 · felloai.com · https://felloai.com/cursor-vs-claude-code ④ ChatGPT Locked Chats are rolling out from Oct 20 and Claude API 2026-10-21 was released on Oct 21, opt-in —— ChatGPT now lets you lock your chats · techcrunch.com · https://techcrunch.com/2026/10/20/chatgpt-now-lets-you-lock-your-chats… API 2026-10-21: Breaking Changes and SDK 2.0 | CellCog · cellcog.ai · https://cellcog.ai/blog/anthropic-api-2026-10-21 ⑤ Meta Muse reached 10M+ US downloads in 40 days, with day-7 retention of 30% against 19% for peers (estimate) —— Meta’s Muse app tops 10 million US downloads in 40 days - 9to5Mac · 9to5mac.com · https://9to5mac.com/2026/10/20/sensor-tower-metas-muse-app-tops-10-mil… ⑥ Per-resolution list prices run from $0.50 to $2.00 (checked Oct 18); Daytona announced a $60M Series B —— AI Agent Pricing 2026: Per Seat, Per Action, Per Result | QueryNow® · querynow.com · https://www.querynow.com/ai-agent-pricing;Daytona Raises $60M Series B to Build the Agent Cloud · daytona.io · https://www.daytona.io/dotfiles/daytona-raises-60m-series-b-to-build-t…
  4. スライド 4

    Office · Search|Only Zoom's launch is dated; the rest is ranked

    発表者ノート

    Zoom's launch is mostly roadmap, and the ranked list is discovery only, so little of the office, search and creative news can be priced or bought yet. At Zoomtopia on October 20, Zoom announced its Unified Context Layer, but only ZoomMate Agent Teams is available now. Six features are still to come, five of them after October 31. Kai Resolve by Gleap was Launch of the Day on October 19, with 119 votes. Yelp's booking at 500,000-plus restaurants is announced for iOS, and Kiwi.com AI Search is in beta. Try Agent Teams if you use Zoom, and wait for the dated features before planning a rollout. Next, coding tools.

    スライドのテキスト

    Office · Search

    Only Zoom's launch is dated; the rest is ranked

    Source: Zoom; Product Hunt; StartupCorners; Yelp via PR commentary; Kiwi.com Magazine; Creative Claw

    What is live, announced or listed

    Zoom: Unified Context Layer announced at Zoomtopia on Oct 20; only ZoomMate Agent Teams is “available now”, the rest is an announced schedule

    Kai Resolve by Gleap: Launch of the Day on Oct 19; Notion Auto listed as launched Oct 22 (secondary digest)

    Search: Yelp booking at 500,000+ restaurants announced for iOS (PR commentary); Kiwi.com AI Search in beta

    Creative Claw (context, quoted Sep 27): $10 = 1,000 credits; a 5-second Seedance 2.5 clip is $2.67 against $0.40 on MiniMax H3 Max Fast

    Zoom: 6 features still to come, 5 after Oct 31

    My Notes Workflows Oct 2026

    Enriched notes; DTEN My Notes device Nov 2026

    Follow the meeting; new Zoom Chat Dec 2026

    Bota My Notes device Q1 2027

    Product Hunt votes, week of Oct 19

    Read: board open on Oct 24; only Kai Resolve (119) has a dated award, Launch of the Day on Oct 19

    Consequence: Zoom's launch is mostly roadmap and the ranked list is discovery only, so little of the office, search and creative news can be priced or bought yet

    Next step: Try Agent Teams if you use Zoom, and wait for Zoom's dated features before planning a rollout

    数字の出どころ
    【本页依据】 ① Zoom announced its Unified Context Layer at Zoomtopia on Oct 20; only ZoomMate Agent Teams is "available now" —— Zoom advances its AI strategy with a new Unified Context Layer that helps turn meeting conversations into completed work | Zoom · news.zoom.com · https://news.zoom.com/zoomtopia-2026-news ② Zoom has 6 features still to come, 5 of them after Oct 31, from My Notes Workflows in Oct 2026 to the Bota My Notes device in Q1 2027 —— Same as ① ③ Product Hunt board for the week of Oct 19: Beam.win 250 votes, readywhen 156, Kai Resolve 119, Wally 104, Quello 84 —— Best of Product Hunt: Week of October 19, 2026 | Product Hunt · producthunt.com · https://www.producthunt.com/leaderboard/weekly/2026/43 ④ Kai Resolve by Gleap was Launch of the Day on Oct 19 —— Gleap Awards (2026) | Product Hunt · producthunt.com · https://www.producthunt.com/products/gleap/awards ⑤ Notion Auto is listed as launched on Oct 22 (secondary digest) —— Best Product Launches: October 22, 2026 · startupcorners.com · https://startupcorners.com/digest/product-digest-2026-10-22 ⑥ Yelp booking at 500,000+ restaurants is announced for iOS (PR commentary); Kiwi.com AI Search is in beta —— Ten Million Downloads in Six Weeks: The Fight for the AI Agent in Your Pocket Has Started — TradingView News · tradingview.com · https://www.tradingview.com/news/prnewswire:4e835d02747ff:0-ten-millio… AI for Flights in 2026: 9 Tools That Search (and Book) Flights | Kiwi.com Magazine · kiwi.com · https://www.kiwi.com/stories/best-ai-for-flights
  5. スライド 5

    Coding · Tools|Plumbing shipped; Claude Code leads use at 65.5%

    発表者ノート

    Plumbing shipped this week, and Claude Code leads use at 65.5%. Adyen released its open-source Agent Marketplace on October 22, a sync command-line tool rather than a store, with 5 resource types and 8 target tools under Apache 2.0. Zoom's 15 new AI Services are now available, and Daytona announced agent sandboxes on October 20, with 60 millisecond setup, a company claim. In a survey via Labellerr, context only, past-year use is Claude Code 65.5%, GitHub Copilot 58.7%, Antigravity 16% and OpenCode 13.6%. Adyen warns its checks don't prove a resource is safe to run, so review every hook and MCP server before syncing. Next, coding pricing.

    スライドのテキスト

    Coding · Tools

    Plumbing shipped; Claude Code leads use at 65.5%

    Source: Adyen; Zoom; Fortune; Daytona; Shattered; Developers Digest; Labellerr

    Tools used in the past year, %

    Read: Claude Code leads at 65.5%, GitHub Copilot follows at 58.7%; Antigravity and OpenCode trail at 16% and 13.6% (survey data via aggregator Labellerr, context)

    Consequence: the new items make existing agents portable and runnable rather than adding new agents, and Adyen warns its checks “don't prove a resource is safe to run”

    What shipped in the window

    Adyen, Oct 22: open-source Agent Marketplace, a sync command-line tool, not a store; 5 resource types, 8 target tools, Apache 2.0

    Zoom, Oct 20: 15 new AI Services, APIs “now available”

    Daytona, Oct 20: agent sandboxes; 60 ms setup and 300,000 sandboxes provisioned by Writer in one month (company claims)

    Context: Claude Code 2.1.302 came just before, on Oct 16

    Next step

    Review every hook and MCP server before syncing one setup across tools

    数字の出どころ
    【本页依据】 ① Adyen released an open-source Agent Marketplace on Oct 22: 5 resource types, 8 target tools, Apache 2.0 —— One setup for every AI tool: Agent Marketplace - Adyen · adyen.com · https://www.adyen.com/knowledge-hub/agent-marketplace ② Adyen warns its checks "don't prove a resource is safe to run" —— Same as ① ③ Zoom announced 15 new AI Services on Oct 20, APIs "now available" —— Zoom broadens its developer platform with new AI Services, MCP expansion, and a unified platform studio | Zoom · news.zoom.com · https://news.zoom.com/zoomtopia-2026-developer ④ Daytona announced agent sandboxes on Oct 20 with 60 ms setup; Writer provisioned 300,000 sandboxes in one month (company claims) —— Exclusive: Daytona, a startup building the ‘agentic cloud,’ valued at $1 billion in funding round | Fortune · fortune.com · https://fortune.com/2026/10/20/daytona-startup-building-the-agentic-cl… Raises $60M Series B to Build the Agent Cloud · daytona.io · https://www.daytona.io/dotfiles/daytona-raises-60m-series-b-to-build-t… ⑤ Used in the past year: Claude Code 65.5%, GitHub Copilot 58.7%, Antigravity 16%, OpenCode 13.6% —— 10 Best AI Coding Agents in 2026 · labellerr.com · https://www.labellerr.com/blog/10-best-ai-coding-agents ⑥ Claude Code 2.1.302 came on Oct 16 —— Claude Code, Codex CLI, OpenCode Update in 4 Days · shattered.io · https://shattered.io/claude-code-codex-cli-opencode-update-4-days-2026… Agent SDK in Late 2026: What Is New and How to Use It · developersdigest.tech · https://www.developersdigest.tech/blog/claude-agent-sdk-whats-new-2026
  6. スライド 6

    Coding · Pricing|Check Cursor tiers: Claude is billed on top

    発表者ノート

    Claude is no longer part of any Cursor plan, so check the tiers. On October 12, Cursor moved new customers to The X Subscription, sold by xAI: Plus $8, Premium $30, Super $100 and Ultra $200 a month, at 1x, 4x, 15x and 50x usage. Plus runs Grok only; from Premium up, Claude is billed separately, with Opus 5.5 at $4 and $20 per million input and output tokens. Claude Pro is $20, or $17 billed annually, so the $30 entry to Claude plus tokens costs more. OpenAI stops supplying Cursor on November 12, reported; its models serve about 5% of traffic, company claim. Compare costs and prepare for that date. Next, assistants.

    スライドのテキスト

    Coding · Pricing

    Check Cursor tiers: Claude is billed on top

    Source: Fello AI; daily.dev; Shattered, citing CNBC

    Consequence

    Claude is no longer part of any Cursor plan, so Cursor's $30 entry to Claude plus tokens costs more than Claude Pro at $20

    Cursor moved new customers on Oct 12

    The X Subscription, sold by xAI with Grok (in effect, context)

    Plus

    $8 /mo

    1x usage

    Premium

    $30 /mo

    4x usage

    Super

    $100 /mo

    15x usage

    Ultra

    $200 /mo

    50x usage

    Plus runs Grok models only; from Premium up, Claude is billed separately from prepaid credit

    Outside the plan: Opus 5.5 at $4 / $20 per million input / output tokens; Claude Pro $20 ($17 billed annually)

    Nov 12 (upcoming, reported): OpenAI stops supplying Cursor; its models serve about 5% of traffic (company claim)

    $ per usage unit, by tier

    Read: monthly price ÷ usage multiple falls from $8.00 on Plus to $4.00 on Ultra; Premium, the $30 entry to Claude, is $7.50

    Next step

    Compare Cursor tier cost plus Claude tokens against Claude Pro, and prepare for the Nov 12 OpenAI end date

    数字の出どころ
    【本页依据】 ① Cursor moved new customers on Oct 12 to The X Subscription, sold by xAI with Grok —— Cursor vs Claude Code: Which to Pay For in 2026 · felloai.com · https://felloai.com/cursor-vs-claude-code ② Plus $8, Premium $30, Super $100 and Ultra $200 a month with usage of 1x, 4x, 15x and 50x —— Same as ① ③ Monthly price divided by usage multiple gives $8.00, $7.50, $6.67 and $4.00 per usage unit —— Same as ① ④ Plus runs Grok models only; from Premium up, Claude is billed separately from prepaid credit; Opus 5.5 costs $4 / $20 per million input / output tokens —— Same as ① ⑤ Claude Pro costs $20 ($17 billed annually) —— Claude Code vs Codex (2026): Which One to Pick | daily.dev · daily.dev · https://daily.dev/posts/claude-code-vs-codex-2026-which-one-to-pick-yv… ⑥ OpenAI stops supplying Cursor on Nov 12; its models serve about 5% of traffic (company claim) —— OpenAI Cuts Cursor Off Nov. 12 Over SpaceX Deal [2026] · shattered.io · https://shattered.io/openai-cuts-cursor-off-spacex-deal-2026
  7. スライド 7

    Assistants|Plan the API move; a chat lock is not encryption

    発表者ノート

    After the Cursor pricing page, we turn to the established assistants, which shipped controls and migrations rather than new models. ChatGPT Locked Chats began rolling out on Oct 20 with a PIN or biometric lock and separate memory, but it is not end-to-end encryption. Claude API version 2026-10-21 was released on Oct 21 and is opt-in; on it, sampling parameters return a 400 error. Copilot Studio's six Chat agents capabilities reach GA on Oct 26, 2026. Since neither OpenAI nor Anthropic shipped a new model, the cost is migration work teams can schedule, so treat the lock as a view control only. Next is Meta's Muse.

    スライドのテキスト

    Assistants

    Plan the API move; a chat lock is not encryption

    Source: OpenAI via TechCrunch; CellCog; Microsoft Message Center; IBM; AI Agents Library; Accenture

    Controls and migrations shipped, not new models

    ChatGPT Locked Chats Rolling out from Oct 20

    PIN or biometric lock with separate memory, not end-to-end encryption. Covers Free, Go, Plus, Pro, Business, Enterprise and Edu.

    Claude API 2026-10-21 Released Oct 21, opt-in

    Sampling parameters return a 400 error on this version. New SDK majors for seven SDKs, Python 2.0.0 and TypeScript 1.0.0.

    Copilot Studio Chat agents Upcoming

    6 capabilities reach GA on Oct 26, 2026.

    watsonx Orchestrate judge GA

    Live-traffic judge samples 3% by default , with overrides up to 20%.

    Gemini Task Shipping, no stated date

    Unavailable in the EEA, UK, Switzerland and Nigeria.

    Accenture Gemini launchpads Announced Oct 19

    Launchpads for a 1,000-person workforce.

    Judge load, watsonx

    1,800 judge calls

    10,000 runs a day at 3% sampling with six evaluators gives 1,800 judge calls a day.

    What it costs this week

    Neither OpenAI nor Anthropic shipped a new model. The cost is migration work and privacy expectations that teams can schedule.

    Next step

    Schedule the Claude API migration on your own date, and use Locked Chats as a view control only.

    数字の出どころ
    【本页依据】 ① ChatGPT Locked Chats began rolling out Oct 20 with a PIN or biometric lock and separate memory, not end-to-end encryption —— ChatGPT now lets you lock your chats · techcrunch.com · https://techcrunch.com/2026/10/20/chatgpt-now-lets-you-lock-your-chats ② Locked Chats cover Free, Go, Plus, Pro, Business, Enterprise and Edu —— Same as ① ③ Claude API 2026-10-21 was released Oct 21, opt-in; sampling parameters return a 400 error; new SDK majors for seven SDKs, Python 2.0.0 and TypeScript 1.0.0 —— Anthropic API 2026-10-21: Breaking Changes and SDK 2.0 | CellCog · cellcog.ai · https://cellcog.ai/blog/anthropic-api-2026-10-21 ④ Copilot Studio's 6 Chat agents capabilities reach GA on Oct 26, 2026 —— MC1518233: Copilot Studio - Enhanced support for Copilot Chat agents · msmessagecenter.com · https://msmessagecenter.com/MC1518233 ⑤ watsonx Orchestrate judge is GA with 3% default sampling and overrides up to 20%; 10,000 runs a day at 3% with six evaluators gives 1,800 judge calls —— What's New in watsonx Orchestrate: October 2026 Update for Builders · community.ibm.com · https://community.ibm.com/community/user/blogs/shadan-ghadimi/2026/10/… ⑥ Gemini Task is unavailable in the EEA, UK, Switzerland and Nigeria; Accenture's Gemini launchpads for a 1,000-person workforce were announced Oct 19 —— Gemini Chat Vs Task (Formerly Spark): What's the Difference? · aiagentslibrary.com · https://www.aiagentslibrary.com/blog/gemini-spark-vs-gemini-chat;Accen… Federal Services and Google Public Sector Establish Gemini Launchpads to Power Purpose-Built Agents Across Federal Missions · newsroom.accenture.com · https://newsroom.accenture.com/news/2026/accenture-federal-services-an…
  8. スライド 8

    Apps · Muse|Muse retains above peers; ads bought the reach

    発表者ノート

    Muse retains users better than its peers, and advertising helped buy the reach. According to Sensor Tower, relayed by 9to5Mac on Oct 20, Muse had day-7 retention of 30% against 19% for ChatGPT, Claude and Grok on average, and day-14 retention of 23% against 16%. Muse also took 39% of Meta's US advertising spend in October so far, up from 23% in September. Meta paused Muse chat sharing by Oct 20 after 6,800 exposed links were found, with no restart date. These are tracker estimates, so treat them that way. Muse's growth leads naturally to the question of how revenue claims are compared.

    スライドのテキスト

    Apps · Muse

    Muse retains above peers; ads bought the reach

    Source: Sensor Tower via 9to5Mac; Dataconomy; Yahoo Finance via PR Newswire; Gmelius

    Muse keeps more users than peers

    US retention, % (Sensor Tower estimate, relayed by 9to5Mac on Oct 20). Peers = ChatGPT, Claude and Grok on average. Muse launched on Sep 8 (context). Meta's own user count is not in the material.

    Read-out: Muse's proven edge is retention above peers, not reach beyond one country, and the growth was supported by advertising.

    Ad spend carried the reach

    39 %

    of Meta's US ad spend went to Muse in October so far, up from 23% in September.

    US downloads in 40 days

    Muse 10M+

    ChatGPT 3.7M

    Grok 0.5M

    Claude 0.2M

    Sharing paused: Meta paused Muse chat sharing by Oct 20 after 6,800 exposed links were found (in effect, no restart date).

    Outlook: Deutsche Bank analyst estimate of up to 8% of Meta revenue by 2030, about $36B.

    Next step

    Treat Muse figures as tracker estimates, and do not share Muse conversations until sharing returns.

    数字の出どころ
    【本页依据】 ① Sensor Tower estimates Muse had 10M+ US downloads in 40 days, against ChatGPT 3.7M, Grok 0.5M and Claude 0.2M —— Meta’s Muse app tops 10 million US downloads in 40 days - 9to5Mac · 9to5mac.com · https://9to5mac.com/2026/10/20/sensor-tower-metas-muse-app-tops-10-mil… ② Muse day-7 retention 30% against 19% for ChatGPT, Claude and Grok on average; day-14 retention 23% against 16% —— Same as ① ③ Muse took 39% of Meta's US advertising spend in October so far, up from 23% in September —— Same as ① ④ Meta paused Muse chat sharing by Oct 20 after 6,800 exposed links were found (in effect, no restart date) —— Meta Pauses Muse Sharing After 6,800 Links Exposed - Dataconomy · dataconomy.com · https://dataconomy.com/2026/10/21/meta-pauses-muse-sharing-after-6800-… Muse app tops 10 million US downloads in 40 days - 9to5Mac · 9to5mac.com · https://9to5mac.com/2026/10/20/sensor-tower-metas-muse-app-tops-10-mil… ⑤ Deutsche Bank analyst estimate of up to 8% of Meta revenue by 2030, about $36B —— Ten Million Downloads in Six Weeks: The Fight for the AI Agent in Your Pocket Has Started — TradingView News · tradingview.com · https://www.tradingview.com/news/prnewswire:4e835d02747ff:0-ten-millio… ⑥ Muse launched on Sep 8 —— Meta unveils Muse, a personal AI assistant · fox10tv.com · https://www.fox10tv.com/2026/10/20/meta-unveils-muse-personal-ai-assis…
  9. スライド 9

    Revenue · ARR|Ask for the base before comparing ARR claims

    発表者ノート

    Revenue claims only compare when they name a base. Podium, in a company statement on Oct 22, said it passed $150M in AI ARR in two and a half years. KnowBe4, on Oct 21, said AI-related ARR is up more than 35%, with no dollar figure. Daytona's CEO claimed a 25x run rate from an undisclosed base, and OpenAI ARR claims of $50B versus $70B are unverified. RevenueCat's benchmark, a secondary source, shows AI apps converting at 8.5% against 5.6% but keeping 21.1% of annual subscribers at 12 months against 30.7%. So ask for the base, date and definition behind every figure. Daytona also appears in the funding numbers next.

    スライドのテキスト

    Revenue · ARR

    Ask for the base before comparing ARR claims

    Source: Podium via PR Newswire; KnowBe4 via Business Wire; Fortune; MarTech; Newsquawk; RevenueCat via Creem

    Only claims that name a base compare

    Podium

    Passed $150M in AI ARR in two and a half years, against eight years for its original software; 20,000+ agents. Company statement, Oct 22

    KnowBe4

    AI-related ARR up more than 35% with no dollar figure; 70,000+ customers. Company statement, Oct 21

    Daytona

    Run rate grew 25x from January to September, from an undisclosed base. CEO claim, reported Oct 20

    OpenAI

    ARR claims of $50B versus $70B . Unverified

    Anthropic

    H1 2026 revenue $16.3B and Q2 $11.6B . Reported, draft prospectus

    Next step

    Ask for the base, date and definition behind each ARR or user figure before comparing.

    AI apps convert better, retain worse

    % median, RevenueCat via Creem (secondary, date not stated)

    Read-out: AI apps win on trial-to-paid, lose on retention.

    What a bare ARR figure hides

    About 31 %

    fewer annual subscribers remain for AI apps, which still win on conversion.

    Revenue claims without a base or a retention figure say little about durability .

    数字の出どころ
    【本页依据】 ① Podium passed $150M in AI ARR in two and a half years, against eight years for its original software; 20,000+ agents (company statement, Oct 22) —— Podium Surpasses $150M in AI Agent ARR in 2.5 Years | State News | hjnews.com · hjnews.com · https://www.hjnews.com/news/state/podium-surpasses-150m-in-ai-agent-ar… Surpasses $150M in AI Agent ARR in 2.5 Years · finance.yahoo.com · https://finance.yahoo.com/technology/ai/articles/podium-surpasses-150m… ② KnowBe4 AI-related ARR up more than 35% with no dollar figure; 70,000+ customers (company statement, Oct 21) —— KnowBe4 Delivers Strong 2026 Momentum As It Secures the Entire Workforce, People and AI Agents · finance.yahoo.com · https://finance.yahoo.com/technology/ai/articles/knowbe4-delivers-stro… delivers strong 2026 momentum as it secures the entire workforce, people and AI agents | ZAWYA · zawya.com · https://www.zawya.com/en/press-release/companies-news/knowbe4-delivers… ③ Daytona run rate grew 25x from January to September, from an undisclosed base (CEO claim, reported Oct 20) —— Exclusive: Daytona, a startup building the ‘agentic cloud,’ valued at $1 billion in funding round | Fortune · fortune.com · https://fortune.com/2026/10/20/daytona-startup-building-the-agentic-cl… ④ OpenAI ARR claims of $50B versus $70B are unverified —— The latest AI-powered martech news and releases · martech.org · https://martech.org/the-latest-ai-powered-martech-news-and-releases ⑤ Anthropic H1 2026 revenue $16.3B and Q2 $11.6B (reported, draft prospectus) —— Oracle (ORCL) launches an AI agent studio for industry applications | Newsquawk · newsquawk.com · https://www.newsquawk.com/headlines/oracle-orcl-launches-an-ai-agent-s… latest AI-powered martech news and releases · martech.org · https://martech.org/the-latest-ai-powered-martech-news-and-releases ⑥ AI vs non-AI apps: trial-to-paid 8.5% vs 5.6%, 12-month annual retention 21.1% vs 30.7%, refund rate 4.2% vs 3.5%; about 31% fewer annual subscribers remain —— AI Apps Convert Great But Churn 30% Faster: The Retention Paradox Every Builder Needs to Solve | Creem · creem.io · https://www.creem.io/blog/ai-app-retention-paradox-churn-2026
  10. スライド 10

    Funding · M&A|Funds went to infrastructure; buyouts hid prices

    発表者ノート

    Funds went to infrastructure and small specialist teams, and the buyouts left prices hidden. Daytona announced a $60M Series B at $1B on Oct 20, bringing total funding to $91M. Tolan's $30M was reported on Oct 19, and Azoma announced an $11.2M Series A on Oct 21. Kapital announced an agreement on Oct 19 to buy Woz for $30M. OpenAI's Orchestra Bio and Chapter's Ridgeway deals were reported with terms undisclosed, and continuity of the acquired products is unconfirmed. Acquirers are buying engineers, not products, so ask vendors in writing whether a product will continue. Funding is one side of the money; the other is how agents are priced.

    スライドのテキスト

    Funding · M&A

    Funds went to infrastructure; buyouts hid prices

    Source: Daytona; Global Dating Insights, citing TechCrunch; Techstars; Kapital via PR Newswire; Axios; citybiz

    Money went to infrastructure and small specialist teams

    Daytona: announced a $60M Series B at $1B on Oct 20; total funding $91M, led by FirstMark

    Tolan: $30M reported Oct 19, led by Union Square Ventures; PitchBook valuation estimate above $268M (estimate)

    Azoma and Reduck: $11.2M Series A announced Oct 21; $3M pre-seed reported Oct 22

    Kapital: announced on Oct 19 an agreement to buy Woz for $30M; Woz says it has saved customers over $2.5M (company claim)

    OpenAI and Chapter: Orchestra Bio and Ridgeway acquisitions reported with terms undisclosed; continuity of the acquired products is unconfirmed in all three cases

    Unaudited: Daytona's claimed 135% monthly net revenue retention would give 1.35 6 ≈ 6×, not the “nearly three times” it also states

    Deal size, $M

    Reading: Daytona's $60M is the largest of the five

    Consequence: acquirers are buying engineers, not products, so an acqui-hire is the realistic exit for a small agent startup

    Next step: before relying on an acquired product, ask the vendor in writing whether it will continue

    数字の出どころ
    【本页依据】 ① Daytona announced a $60M Series B at $1B on Oct 20; total funding $91M, led by FirstMark —— Daytona Raises $60M Series B to Build the Agent Cloud · daytona.io · https://www.daytona.io/dotfiles/daytona-raises-60m-series-b-to-build-t… ② Tolan $30M reported Oct 19, led by Union Square Ventures; PitchBook valuation estimate above $268M (estimate) —— AI Companion Tolan Raises $30M as Revenue and User Engagement Grow - Global Dating Insights · globaldatinginsights.com · https://www.globaldatinginsights.com/featured/tolan-ai-companion-raise… ③ Azoma $11.2M Series A announced Oct 21; Reduck $3M pre-seed reported Oct 22 —— Azoma Raises $11.2M Series A to Help Brands Sell Through AI Shopping Agents | Techstars · techstars.com · https://www.techstars.com/blog/startup-spotlight/azoma-raises-11-2m-se… Secures $3M for AI Agent Web Automation · shattered.io · https://shattered.io/reduck-secures-3m-ai-agent-web-automation-2026 ④ Kapital announced on Oct 19 an agreement to buy Woz for $30M; Woz says it has saved customers over $2.5M (company claim) —— Kapital Agrees to Acquire AI Startup Woz for $30M to Enhance Capabilities of AI-Native Banking Platform · prnewswire.com · https://www.prnewswire.com/news-releases/kapital-agrees-to-acquire-ai-… ⑤ OpenAI's Orchestra Bio and Chapter's Ridgeway acquisitions reported with terms undisclosed —— Exclusive: OpenAI acquires biotech startup as AI race moves into drug development · axios.com · https://www.axios.com/2026/10/20/exclusive-openai-biotech-startup-drug… Acquires AI Startup Ridgeway to Expand Technology for Medicare and Retirement Services | citybiz · citybiz.co · https://www.citybiz.co/article/922929/chapter-acquires-ai-startup-ridg… ⑥ Daytona's claimed 135% monthly net revenue retention would give 1.35^6 = 6x, not the "nearly three times" it also states (unaudited) —— Same as ①
  11. スライド 11

    Pricing · Agents|Compare cost per finished task, not list price

    発表者ノート

    Compare agents on cost per finished task, not on list price. Pricing is settling on seat plus metered credits, with true outcome billing limited to customer support. Per-resolution list prices run from HubSpot at $0.50 to Salesforce Agentforce at $2, as read by QueryNow on Oct 18. The catch is definitions: Gorgias bills if a person replies within 72 hours, and Fin deducts an outcome if the customer returns, so one sticker price can give different bills. Usage-based billing becomes the default for new Microsoft 365 Copilot Business licenses from Dec 1, 2026. Ask for the meter definition in the contract. That Dec 1 date is one of several dates ahead.

    スライドのテキスト

    Pricing · Agents

    Compare cost per finished task, not list price

    Source: QueryNow; Oracle; Helply; guptadeepak.com; Partner Center

    List price per resolution, $

    Checked Oct 18, in effect. Pricing is settling on seat plus metered credits, with true outcome billing limited to customer support

    Consequence: a resolution is defined differently by each vendor. Gorgias bills if a person replies within 72 hours, and Fin deducts an outcome if the customer returns, so the same sticker price can give different bills

    Where the bill lands

    $0.10 per action

    Flex Credits: $500 per 100,000 credits

    $339–$1,500 / month

    Five-agent help desk , Helply to Zendesk (vendor-authored, Oct 20)

    21% → 15%

    Seat-based share of companies; hybrid rose 27% → 41% (second-hand survey)

    Dec 1, 2026

    Usage-based billing default, new Microsoft 365 Copilot Business licenses

    Oracle (Oct 21): AI Agent Studio is metered in “AI units”, no rate published; availability planned within 12 months

    Next step: compare vendors on cost per finished task and ask for the meter definition in the contract

    数字の出どころ
    【本页依据】 ① Per-resolution list prices: HubSpot $0.50, Fin $0.99, Gorgias $0.90 annual ($1.00 monthly), Zendesk $1.50 committed ($2.00 pay-as-you-go), Agentforce $2; Flex Credits $500 per 100,000 credits, or $0.10 per action —— AI Agent Pricing 2026: Per Seat, Per Action, Per Result | QueryNow® · querynow.com · https://www.querynow.com/ai-agent-pricing ② Gorgias bills if a person replies within 72 hours, and Fin deducts an outcome if the customer returns —— Same as ① ③ Five-agent help desk bill from Helply $339 to Zendesk $1,500 a month (vendor-authored, Oct 20) —— Best Help Desk Software for SaaS in 2026: 9 Tools Compared · helply.com · https://helply.com/blog/best-help-desk-software-for-saas ④ Seat-based pricing fell from 21% to 15% of companies while hybrid rose from 27% to 41% (second-hand survey) —— How to Buy Software When AI Breaks Pricing (2026), guptadeepak.com · guptadeepak.com · https://guptadeepak.com/how-to-buy-software-when-ai-breaks-pricing ⑤ Usage-based billing becomes the default for new Microsoft 365 Copilot Business licenses from Dec 1, 2026 —— October 2026 announcements - Partner Center announcements · learn.microsoft.com · https://learn.microsoft.com/en-us/partner-center/announcements/2026-oc… ⑥ Oracle AI Agent Studio (Oct 21) is metered in "AI units", no rate published; availability planned within 12 months —— Oracle AI Agent Studio for Industry Applications Helps Accelerate Business Outcomes · oracle.com · https://www.oracle.com/news/announcement/oracle-ai-agent-studio-for-in…
  12. スライド 12

    Outlook · Dates|Plan for Oct 26, Nov 12 and Dec 1 changes

    発表者ノート

    Most of this week's change sits in controls, migrations and meters, so the dated items ahead matter more than the headlines. Copilot Studio Chat agents capabilities reach GA on Oct 26. OpenAI stops supplying models to Cursor on Nov 12, which is reported. New Microsoft 365 Copilot Business licenses default to usage-based billing on Dec 1. Items given only by month are not firm dates, and a missed change shows up as cost or errors, not a headline. Put Oct 26, Nov 12 and Dec 1 in the calendar, and start with the free or included options from the try-list after reading each caveat. That closes this week's brief.

    スライドのテキスト

    Outlook · Dates

    Plan for Oct 26, Nov 12 and Dec 1 changes

    Source: Microsoft Message Center; Shattered; AgentMaps; Partner Center; Zoom; OpenAI via TechCrunch

    Dated items ahead matter more than the headlines

    Most of the week's change sits in controls, migrations and meters

    Oct 26

    Copilot Studio Chat agents capabilities GA (upcoming)

    Oct 2026

    Zoom My Notes Workflows month only

    Nov 12

    OpenAI stops supplying models to Cursor (reported)

    Nov 16

    Three more Copilot model retirements listed

    Nov 2026

    Zoom enriched notes and DTEN My Notes device month only

    Dec 1

    Usage-based billing default for new Microsoft 365 Copilot Business licenses

    Dec 2026

    Zoom Follow the meeting and new Zoom Chat month only

    Q1 2027

    Zoom Bota My Notes device month only

    What each reader does

    Users: use locking as a view control; check your region before paying for Gemini Task

    Builders: schedule the API migration; review every hook and MCP server

    Buyers: compare cost per finished task

    If a date is missed

    Consequence: items given only by month are not firm dates, and a missed migration or billing change shows up as cost or errors rather than as a headline

    In the calendar

    Dated

    Month only

    Next step: put Oct 26, Nov 12 and Dec 1 in the calendar, and start with the free or included options from the try-list after reading each caveat

    数字の出どころ
    【本页依据】 ① Oct 26: Copilot Studio Chat agents capabilities GA (upcoming) —— MC1518233: Copilot Studio - Enhanced support for Copilot Chat agents · msmessagecenter.com · https://msmessagecenter.com/MC1518233 ② Nov 12: OpenAI stops supplying models to Cursor (reported) —— OpenAI Cuts Cursor Off Nov. 12 Over SpaceX Deal [2026] · shattered.io · https://shattered.io/openai-cuts-cursor-off-spacex-deal-2026 ③ Nov 16: three more Copilot model retirements listed —— Timeline — AI agent launches, funding & acquisitions — AgentMaps · agentmaps.org · https://www.agentmaps.org/timeline ④ Dec 1: usage-based billing default for new Microsoft 365 Copilot Business licenses —— October 2026 announcements - Partner Center announcements · learn.microsoft.com · https://learn.microsoft.com/en-us/partner-center/announcements/2026-oc… ⑤ Zoom month-only items: Oct 2026 My Notes Workflows; Nov 2026 enriched notes and DTEN My Notes device; Dec 2026 Follow the meeting and new Zoom Chat; Q1 2027 Bota My Notes device —— Zoom advances its AI strategy with a new Unified Context Layer that helps turn meeting conversations into completed work | Zoom · news.zoom.com · https://news.zoom.com/zoomtopia-2026-news ⑥ Users: use locking as a view control; check your region before paying for Gemini Task —— ChatGPT now lets you lock your chats · techcrunch.com · https://techcrunch.com/2026/10/20/chatgpt-now-lets-you-lock-your-chats… Chat Vs Task (Formerly Spark): What's the Difference? · aiagentslibrary.com · https://www.aiagentslibrary.com/blog/gemini-spark-vs-gemini-chat
  13. スライド 13

    Read the unit and the date first

    発表者ノート

    To close: read the unit and the date before the headline. This week changed controls, migrations and meters more than features, so check status, price and billing unit before adopting anything. Thank you.

    スライドのテキスト

    Closing

    Agents changed controls, migrations and meters more than features;

    check status, price and billing unit before you adopt.

    Thank you

    2026-10-24 · AI Agents and Apps Weekly Brief · Oct 17–23, 2026

出典(128)

リンク先は、Divriteがリサーチ中に見つけて引用した元のページです。

  1. 01The best new AI agents in 2026 | Product Huntproducthunt.com
  2. 02Best of Product Hunt: Week of October 19, 2026 | Product Huntproducthunt.com
  3. 03Best of Product Hunt: October 22, 2026 | Product Huntproducthunt.com
  4. 04Gleap Awards (2026) | Product Huntproducthunt.com
  5. 05The best browser automation in 2026 | Product Huntproducthunt.com
  6. 06Tori Awards (2026) | Product Huntproducthunt.com
  7. 07Best Product Launches: October 22, 2026startupcorners.com
  8. 08Best of Product Hunt: October 22, 2026 | Product Huntproducthunt.com
  9. 09The best AI software to try in 2026 | Product Huntproducthunt.com
  10. 10The best advertising tools in 2026 | Product Huntproducthunt.com
  11. 11Tencent's New 2026 Projects: From AI Models to Smart Office ... - moomoo Communitymoomoo.com
  12. 12Meta Hatch AI Agent, Watermelon Model: $199.99 Tier [2026]shattered.io
出典をあと116件表示
  1. 13Zoom advances its AI strategy with a new Unified Context Layer that helps turn meeting conversations into completed work | Zoomnews.zoom.com
  2. 14AI agent access control: How to limit what AI agents can see and dotresorit.com
  3. 15The latest AI-powered martech news and releasesmartech.org
  4. 16Top 48 AI Trends (October 2026)risingtrends.co
  5. 17Google's Gemini Agent Launches With 3 Linked Apps [2026]shattered.io
  6. 18Best AI Visibility Apps for Shopify (2026) | Vosairevosaire.com
  7. 19How to Choose the Best AI Chatbot in 12 Steps [2026]shattered.io
  8. 20Best AI for Flights in 2026: 9 Tools That Search (and Book) Flights | Kiwi.com Magazinekiwi.com
  9. 2111 Best AI Video Generators for 2026: Prices, Limits, Fitsaascrmreview.com
  10. 22Best AI Video Generators in 2026 — Tested & Comparedopenart.ai
  11. 23AI Image Generation Pricing 2026: API vs Plans | AI Pricing Guruaipricing.guru
  12. 24State of Generative AI 2026: What Works | Wurt.appwurt.app
  13. 25The 6 Best AI Video Generators in 2026: Top Tools Tested and Comparedhiggsfield.ai
  14. 26Cheapest AI Video Generator in ChatGPT (2026 Cost per Clip)creativeclaw.co
  15. 27VS Code 1.137 AI Agents in Dev Containers [2026]shattered.io
  16. 28Timeline — AI agent launches, funding & acquisitions — AgentMapsagentmaps.org
  17. 29Android Oct. 2026 Update: Play Services v26.41 Guideshattered.io
  18. 30VS Code 1.142 Update: Agent Canvases, Python Fixes [2026]tech-insider.org
  19. 31Known issues for AI agent harnesses: Claude Code, Codex, Gemini CLI, Hermes, OpenClaw & more · KnownFixknownfix.ai
  20. 3210 Best AI Coding Agents in 2026labellerr.com
  21. 3310 Best AI Coding Agents in 2026labellerr.com
  22. 34OpenAI Cuts Cursor Off Nov. 12 Over SpaceX Deal [2026]shattered.io
  23. 35AI Coding Tools Pricing Compared (2026): Claude Code, Cursor, Copilot, Devin & More — amuxamux.io
  24. 3614 Best AI Agent Builder Platforms 2026 (Ranked, Tested)taskade.com
  25. 37One setup for every AI tool: Agent Marketplace - Adyenadyen.com
  26. 38State of Agentic Commerce | Protocol Tracker | agenticplug.aiagenticplug.ai
  27. 39Commerce Platform Powers Adyen's Growthfuturumgroup.com
  28. 40Usage-based billing, explained - Adyenadyen.com
  29. 41Mastra Integrations | Onewithone.ai
  30. 42Claude Code, Codex CLI, OpenCode Update in 4 Daysshattered.io
  31. 43Claude Code Plugins Go Official at v2.1.302 [2026]tech-insider.org
  32. 44Cursor vs Claude Code: $8 vs $20 Entry Plans [2026]shattered.io
  33. 45Cursor vs Claude Code: Which to Pay For in 2026felloai.com
  34. 46Claude Code vs Codex (2026): Which One to Pick | daily.devdaily.dev
  35. 47Codex vs Claude Code vs Cursor: how to chooseflaviocopes.com
  36. 48Claude Agent SDK in Late 2026: What Is New and How to Use Itdevelopersdigest.tech
  37. 49Reduck Secures $3M for AI Agent Web Automationshattered.io
  38. 50Zoom broadens its developer platform with new AI Services, MCP expansion, and a unified platform studio | Zoomnews.zoom.com
  39. 51The best sources for AI agents and MCP news in 2026 | daily.devdaily.dev
  40. 52GPT-6 Intelligent UI Rollout in ChatGPT Explained (2026)shattered.io
  41. 53ChatGPT now lets you lock your chatstechcrunch.com
  42. 54Top 10 CRMs With ChatGPT For Plumbing In 2026 | QuoteIQmyquoteiq.com
  43. 55AI Model Releases October 2026: GPT-5.5 Leaves ChatGPTqcode.cc
  44. 56Best ChatGPT Alternatives in 2026 (Free and Paid) - PowerfulAI.toolspowerfulai.tools
  45. 57Claude New Features Oct 2026: Opus 5.5, Sonnet, Haikublog.memoryplugin.com
  46. 58Claude Code Features: 2026 Q2wal.sh
  47. 59Anthropic API 2026-10-21: Breaking Changes and SDK 2.0 | CellCogcellcog.ai
  48. 60What's New in watsonx Orchestrate: October 2026 Update for Builderscommunity.ibm.com
  49. 61Accenture Federal Services and Google Public Sector Establish Gemini Launchpads to Power Purpose-Built Agents Across Federal Missionsnewsroom.accenture.com
  50. 62Google swaps Gems for Skills in Gemini as agent-ready prompts spread — Renascencerenascence.io
  51. 63Gemini Chat Vs Task (Formerly Spark): What's the Difference?aiagentslibrary.com
  52. 64Google Cuts Free Gemini to 1 Model After Argon Launchshattered.io
  53. 65Microsoft Copilot Studio Enhancements: Six New Capabilities for Copilot Chat Agents Coming October 26, 2026dellenny.com
  54. 66MC1518233: Copilot Studio - Enhanced support for Copilot Chat agentsmsmessagecenter.com
  55. 67Microsoft Dynamics 365 BC 2026 Wave 2 Copilot Updates: The Definitive Guide - TMR Consulting Private Limitedtmrconsult.com
  56. 68October 2026 announcements - Partner Center announcementslearn.microsoft.com
  57. 69GCC High Microsoft 365 Roadmap Updates - October 22, 2026 - Planet Technologiesgo-planet.com
  58. 70What's New in Microsoft EDU – October 2026 | Microsoft Community Hubtechcommunity.microsoft.com
  59. 71Meta Pauses Muse Sharing After 6,800 Links Exposed - Dataconomydataconomy.com
  60. 72Meta Adds Business-Facing Muse AI Features 10/01/2026mediapost.com
  61. 73How AI Agents Book Hotels in 2026: ChatGPT, Google, Muse | Conduitconduit.ai
  62. 74Meta Muse Alternatives: Top AI Agents Compared (Tested 2026)layer3labs.io
  63. 75AI Companion Statistics 2026: Usage, Age, Loneliness and Market Data (Sourced)mysoftly.ai
  64. 76App Store statistics 2026: apps, downloads and revenue · Spreadcastspreadcast.app
  65. 77App Store vs Google Play: $52.5B Beats Steam Too [2026]shattered.io
  66. 78Mobile App Development Trends Report 2026-2027: Complete Guidecybertizeweb.com
  67. 79AppMagic Alternatives in 2026: 7 Options After the Sensor Tower Deal | AppBird Blogappbird.ai
  68. 80Best ASO Tools for App Store Optimization (2026) | Sonar Blogtrysonar.app
  69. 81Meta's Muse Hits 10M US Downloads in 40 Days — Renascencerenascence.io
  70. 82Meta’s Muse app tops 10 million US downloads in 40 days - 9to5Mac9to5mac.com
  71. 83Meta Muse and Wonder AI: Everything You Need to Know About Meta’s AI Agents | AI Agents | Gmeliusgmelius.com
  72. 84Meta unveils Muse, a personal AI assistantfox10tv.com
  73. 85Is Meta's Muse assistant actually popular?garbageday.email
  74. 86Polymarketpolymarket.com
  75. 87Podium Surpasses $150M in AI Agent ARR in 2.5 Yearsprnewswire.com
  76. 88Podium Surpasses $150M in AI Agent ARR in 2.5 Years | State News | hjnews.comhjnews.com
  77. 89Podium Surpasses $150M in AI Agent ARR in 2.5 Yearsfinance.yahoo.com
  78. 90KnowBe4 Delivers Strong 2026 Momentum As It Secures the Entire Workforce, People and AI Agentsfinance.yahoo.com
  79. 91KnowBe4 delivers strong 2026 momentum as it secures the entire workforce, people and AI agents | ZAWYAzawya.com
  80. 92ChatGPT App Ideas 2026: 17 Gaps in a 4,200+ App Directorybigideasdb.com
  81. 938 best ChatGPT apps for travel planning and smarter trips in 2026 | Jotform Blogjotform.com
  82. 94Number of ChatGPT Users (2026)explodingtopics.com
  83. 95I tested 20+ of the Best ChatGPT productivity apps — these 10 made the cut | Jotform Blogjotform.com
  84. 96ChatGPT for Small Businessvendasta.com
  85. 97AI Companion Statistics 2026: Users, Teens, Money | Afterlife AIafterlife.ai
  86. 98Tolan Raises $30M for Its AI Companion: The Numbers | CellCogcellcog.ai
  87. 99Ten Million Downloads in Six Weeks: The Fight for the AI Agent in Your Pocket Has Started — TradingView Newstradingview.com
  88. 100AI Companion Tolan Raises $30M as Revenue and User Engagement Grow - Global Dating Insightsglobaldatinginsights.com
  89. 101AI Apps Convert Great But Churn 30% Faster: The Retention Paradox Every Builder Needs to Solve | Creemcreem.io
  90. 102Azoma Raises $11.2M Series A to Help Brands Sell Through AI Shopping Agents | Techstarstechstars.com
  91. 103Exclusive: Daytona, a startup building the ‘agentic cloud,’ valued at $1 billion in funding round | Fortunefortune.com
  92. 104Daytona Raises $60M Series B to Build the Agent Clouddaytona.io
  93. 105Generative AI Startups funded by Y Combinator (YC) 2026 | Y Combinatorycombinator.com
  94. 106AI for Venture Capital 2026: Tools, Costs, Workflows | Tommaso Maria Riccitommasomariaricci.com
  95. 107Kapital Agrees to Acquire AI Startup Woz for $30M to Enhance Capabilities of AI-Native Banking Platformprnewswire.com
  96. 108Top AI Agent Startups in 2026: Companies & Fundingagentjesse.ai
  97. 109Chapter Acquires AI Startup Ridgeway to Expand Technology for Medicare and Retirement Services | citybizcitybiz.co
  98. 110Automation Today: Publication & Newsletter: American Express Introduces Framework to Verify Customer Intent in Agentic Commerceautomationtoday.net
  99. 111AI (Artificial Intelligence) Startups funded by Y Combinator (YC) in New York 2026 | Y Combinatorycombinator.com
  100. 112Exclusive: OpenAI acquires biotech startup as AI race moves into drug developmentaxios.com
  101. 113AI Agent Pricing 2026: Per Seat, Per Action, Per Result | QueryNow®querynow.com
  102. 114AI Chatbot Pricing 2026: Billing Models and Real Costsenjo.ai
  103. 115Best Help Desk Software for SaaS in 2026: 9 Tools Comparedhelply.com
  104. 116Agentforce review 2026: features, pricing, setup, and real limits | eesel AIeesel.ai
  105. 117AI Agent Pricing Models Explained (2026) - Operater Blogoperater.io
  106. 118How to Buy Software When AI Breaks Pricing (2026), guptadeepak.comguptadeepak.com
  107. 119Oracle AI Agent Studio: Revolutionizing Financial Services with No-Code AI Workflowsffnews.com
  108. 120Oracle AI Agent Studio for Industry Applications Helps Accelerate Business Outcomesoracle.com
  109. 121Oracle Debuts Low-Code Studio for Building Industry-Specific AI Agents – Unite.AIunite.ai
  110. 122Oracle AI Agent Studio: The New Frontier of Oracle Fusion Customizationcloverinfotech.com
  111. 123Oracle (ORCL) launches an AI agent studio for industry applications | Newsquawknewsquawk.com
  112. 124Oracle Introduces Oracle AI Agent Studio for Industry Applications - Database Trends and Applicationsdbta.com
  113. 125Daytona, which is building cloud infrastructure for AI agents, raised a $60M Series B led by FirstMark at a $1B valuation, bringing its total funding to $91M (Jeremy Kahn/Fortune) https://fortune.com/2026/10/20/daytona-startup-building-the-agentic-cloud-valued-at-1-billion-in-latest-funding-round/ http://www.techmeme.com/261020/p27#a261020p27threads.com
  114. 126Exclusive: Daytona, a startup building the ‘agentic cloud,’ valued at $1 billion in latest funding roundfinance.yahoo.com
  115. 127Daytona raises $60M at $1B valuation to build a cloud for AI agents — TFNtechfundingnews.com
  116. 128Croatian Daytona Reaches Unicorn Status With New $60M Series Btherecursive.com
目次
  1. 011. Highlights of the week
  2. 022. New products: office, search and creative
  3. 033. New products: coding and developer agents
  4. 044. Important updates to existing products
  5. 055. Users and revenue data
  6. 066. Funding, acquisitions and pricing models
  7. 077. Try-this list
  8. 088. References

1. Highlights of the week

Between Oct 17 and Oct 23, 2026, agents and AI apps moved through infrastructure, controls and pricing more than through new flagship products. Five conclusions follow; each points to the chapter that holds the evidence, with status judged against Oct 24, 2026.

1. In office, search and creative, one first-party launch was dated, and most of it is still a roadmap. Zoom announced its Unified Context Layer on Oct 20, but only ZoomMate Agent Teams is "available now"; six further features are due from October 2026 to Q1 2027. The rest is a ranked listing with no stated prices: Product Hunt's open weekly board put Beam.win first with 250 votes, and Kai Resolve by Gleap, with 119 votes, was Launch of the Day on Oct 19. [Chapter 2]

2. In coding, the new things were plumbing, and the money moved from plans to meters. Adyen released an open-source Agent Marketplace on Oct 22 that compiles one definition for eight tools, and Daytona announced agent sandboxes on Oct 20. Cursor's X Subscription has run from $8 to $200 a month since Oct 12, with Claude billed outside the plans, while OpenAI's supply of models to Cursor is reported to end on Nov 12. [Chapter 3]

3. Established assistants shipped controls and migrations, not new models. OpenAI began rolling out ChatGPT Locked Chats on Oct 20, which adds a PIN or biometric lock but not end-to-end encryption. Anthropic's Claude API version 2026-10-21 is opt-in, and on it sampling parameters return a 400 error. Meta paused Muse chat sharing after 6,800 links were found exposed. [Chapter 4]

4. The growth signals are strongest for Meta Muse, and they are estimates. Sensor Tower, relayed by 9to5Mac on Oct 20, puts Muse at 10M+ US downloads in 40 days, with day-7 retention of 30% against 19% for peers. Company ARR statements are rarer: Podium said it passed $150M in AI ARR on Oct 22. A RevenueCat benchmark has AI apps keeping 21.1% of annual subscribers against 30.7% for non-AI apps. [Chapter 5]

5. Funding was concentrated, acquisitions were thinly disclosed, and agent pricing is settling on seat plus meter. Daytona raised a $60M Series B at $1B on Oct 20, while Kapital's $30M deal for Woz was the only acquisition with a stated price. Per-resolution list prices run from $0.50 to $2.00 as of Oct 18, and Oracle meters its new Agent Studio in "AI units" without publishing a rate. [Chapter 6]

1.1 Products at a glance

Product Scenario What it does Price Status (Oct 24) Source
ZoomMate Agent Teams Office Specialized agents that work together on shared meeting and document context Not stated Available from Oct 20, 2026 Zoom
Kai Resolve by Gleap Support Support agent that "does the digging" Not stated Launched; Launch of the Day, Oct 19 Product Hunt
Adyen Agent Marketplace Coding Open-source CLI that syncs skills, hooks and MCP servers to 8 tools Free (Apache 2.0) Released Oct 22, 2026 Adyen
Daytona agent sandboxes Developer infrastructure Sandbox computers where agents run code Not stated Shipping; announced Oct 20, 2026 Daytona
Cursor X Subscription Coding Cursor and Grok in one plan; Claude billed separately $8 to $200 a month In effect since Oct 12 (context) Fello AI
ChatGPT Locked Chats Assistant PIN or biometric lock with separate memory Included in Free to Edu plans Rolling out from Oct 20, 2026 OpenAI via TechCrunch
Claude API 2026-10-21 Developer platform New API version with breaking changes; new SDK majors Not stated Released Oct 21, opt-in CellCog
Meta Muse Personal agent Runs errands from a chat thread on its own cloud computer Free for most uses; US only Shipping since Sep 8 (context); sharing paused Fox 10; Dataconomy

2. New products: office, search and creative

Chapter 1 gives the week's headline conclusions; this chapter looks at the new office, search and creative products behind them. A product counts as a window product only if it launched or was materially updated between Oct 17 and Oct 23, 2026. Status is judged against Oct 24, 2026.

Item Key figure Date Status Source
Zoom Unified Context Layer, ZoomMate Agent Teams Agent Teams "available now"; 6 more features due Oct 2026 to Q1 2027 Oct 20, 2026 Announced; Agent Teams available Zoom
Beam.win (agents across Macs) 250 votes, rank 1 Week of Oct 19 Launched; price not stated Product Hunt
readywhen (WhatsApp assistant) 156 votes, rank 2 Week of Oct 19 Launched; price not stated Product Hunt
Kai Resolve by Gleap (support agent) 119 votes; Launch of the Day Oct 19, 2026 Launched Product Hunt
Wally by Willow (writing agent) 104 votes, rank 7 Week of Oct 19 Launched; price not stated Product Hunt
Notion Auto (rebuilt Notion agents) Runs "for hours at significantly lower cost" (unquantified) Oct 22, 2026 Listed as launched StartupCorners
Yelp Assistant, Fall 2026 release Booking at 500,000+ restaurants Oct 20, 2026 Announced; iOS Yelp (via PR commentary)
Kiwi.com AI Search UK/EU available Page updated Oct 22 (launch date not stated) Beta Kiwi.com Magazine
Creative Claw (ChatGPT app) $10 = 1,000 credits Quoted Sep 27, 2026 Context, pay as you go Creative Claw

2.1 Zoom: the one primary-source office launch

Zoom Communications (NASDAQ: ZM) announced a Unified Context Layer at Zoomtopia on Oct 20, 2026. It links meeting history with documents and data from Zoom and connected third-party apps, so people and AI agents see the same context. Only one piece is live. ZoomMate Agent Teams, specialized agents that work together, is "available now" (company statement, Oct 20). The rest is a schedule:

  • My Notes Workflows (meeting summaries into Zoom Chat and Salesforce tasks): expected October 2026, so still pending on Oct 24.
  • Enriched notes and the DTEN My Notes device: November 2026.
  • Follow the meeting and the new Zoom Chat: December 2026.
  • Bota My Notes device: Q1 2027.

That is 6 features still to come, 5 of them due after Oct 31. The release text in the material states no price, plan tier or region.

Zoom also gave figures with unstated bases: Virtual Agent customer count up 256%, and 72% of Zoom AI users rating business impact high or extremely high against a 63% market average. The footnoted survey and baseline are not in the material, so treat them as company claims. Zoom also said it expects to pass $5 billion in annual revenue this year (company expectation).

2.2 Product Hunt: what launched and what ranked

According to Product Hunt's weekly board for Oct 19 to 25, which was still open on Oct 24, the top office-type launches are the four in the lead table: Beam.win lets you run AI agents on one Mac and use its windows on another, readywhen is an assistant inside WhatsApp, Kai Resolve by Gleap is a support agent that "does the digging", and Wally by Willow is a scribe agent that learns how you write. Quello ("one place to ask across everything you already use", a cross-tool search) ranked 11 with 84 votes.

The page shows two counts per product. We read the second as votes and the first as comments, but the page does not label them. The ordering is not strictly by votes, because rank 9 (90) sits above rank 10 (91). The board is a discovery list. None of these entries shows a maker, price or availability, so nothing here goes beyond "worth a look".

Gleap's own award page confirms Kai Resolve was Launch of the Day on Oct 19, 2026.

For Oct 22, the Product Hunt daily pages returned no entries. We use StartupCorners' digest instead, which is secondary. According to it, the day's launches included Notion Auto (rebuilt agents that run for hours "at significantly lower cost"), UseIt Studio (a design agent that outputs editable project files), TwinMind for Desktop (meeting transcription and dictation on Mac and Windows) and Tend (an assistant for entrepreneurs). The digest gives no prices, makers or cost figures, so Notion Auto's saving is an unverified claim.

2.3 Search and creative: thin in the window, priced mostly before it

Search. Yelp's Fall 2026 release, announced Oct 20, includes more than 30 features. Yelp Assistant can now book tables at tens of thousands more restaurants on iOS, which with existing partners passes 500,000 restaurants. Yelp also said about 10% of Request a Quote submissions came through Yelp Assistant in Q2 2026. A "Check for Me" phone agent is "rolling out in the coming months" in the US, so it is not shipping yet. All of this is from a PR-wire commentary piece, not Yelp's release. Kiwi.com's AI Search is described by Kiwi's own magazine as live-fare, natural-language flight search, also reachable through Claude and ChatGPT connectors. It is "still in beta", with UK/EU availability confirmed in an October 2026 check. The launch date and price of the search itself are not stated.

Creative. The material has no primary-source creative launch dated Oct 17 to 23. Framefields ("open-source code-first video") reached rank 10 on the weekly board with 91 votes. OpenArt's page dated Oct 20 tags Seedance 2.5 and GPT Image 2.5 as "NEW" without dates or prices. The usable prices predate the window. Creative Claw, a ChatGPT app quoted on Sep 27, charges $10 per 1,000 credits, so $10 ÷ 1,000 = $0.01 per credit. A 5-second clip costs 40 credits ($0.40) on MiniMax H3 Max Fast and 267 credits ($2.67) on Seedance 2.5 at 720p. That is 267 ÷ 40 ≈ 6.7× more, or $2.67 ÷ 5 s ≈ $0.53 per second. Seedance 2.5 climbs from 119 credits at 480p to 657 at 1080p, about 5.5×.

For AI-search visibility on Shopify, the Vosaire blog (which sells one such app and says so) checked listing prices on Oct 22: Entitled $4.99 a month, ShopRank from $9.99, Kedra $10, $25 and $79, Yumnaz $49 and $149.

The window's only dated, first-party office launch is Zoom's, and most of it is still a roadmap. Everything else is a ranked listing with no stated price, and search and creative prices in the material predate Oct 17.

3. New products: coding and developer agents

Chapter 2 covered office, search and creative launches; in coding, the window (Oct 17–23, 2026) brought fewer new agents than shared tooling, agent infrastructure and repricing. Earlier items are context.

3.1 This week at a glance

Item Key figure Date Status Source
Adyen Agent Marketplace (open-source CLI) 5 resource types, 8 target tools Oct 22 Released, window Adyen
Zoom AI Services, MCP, Platform Studio 15 new services Oct 20 APIs "now available", window Zoom
Daytona agent sandboxes 60 ms sandbox setup Oct 20 Shipping, window Fortune; Daytona
Claude Code 2.1.302 Forked subagents default Oct 16 (Oct 17 per one source) Shipping, context Shattered; Developers Digest
Cursor "X Subscription" Plus $8 to Ultra $200 Oct 12 In effect, context Fello AI
OpenAI model cut-off for Cursor Nov 12 Reported by Oct 21 Upcoming, reported Shattered, citing CNBC
VS Code 1.137 / 1.142 Dev Container agents / canvases Sep 9 / Oct 14 Context Shattered; Tech Insider
Product Hunt coding-agent tools Rank 6, 8, 16 (weekly board) Week of Oct 19 Discovery only Product Hunt

3.2 Window launches: shared setup, headless platforms, agent sandboxes

Adyen Agent Marketplace was released on Oct 22, 2026. Despite the name it is a command-line sync tool, not a store. Adyen calls it "an open source project built by Adyen engineers" under Apache 2.0 that "isn't an Adyen product or service". It handles five resource types (skills, commands, subagents, hooks, MCP servers) and compiles one definition for eight tools: Claude Code, Codex, Cursor, Devin CLI, Factory Droid, Gemini CLI, Opencode and Windsurf. It pins versions, verifies digests and scans for hidden text, but Adyen warns the checks "don't prove a resource is safe to run" because hooks and MCP servers can execute scripts. It is free; the only usage figure is internal (over 1,000 Adyen developers use AI tools daily).

Zoom announced at Zoomtopia on Oct 20 15 new Zoom AI Services, including Voice Agent, Interpreter and Decisions APIs, and says they are "now available for developers". Its MCP integrations already covered Claude, OpenAI Codex and Meta Muse; Microsoft 365 Copilot is added, and Gemini is "coming soon" without a date (announced). No pricing is given.

Daytona announced on Oct 20 a platform of agent sandboxes covering Linux, Windows, macOS and GPU environments (funding: Chapter 6). Its CEO says a sandbox is configured in 60 ms. Daytona says Writer provisioned 300,000 sandboxes in one month after reaching 20,000 a day on its own platform. Both are company claims; no pricing is given.

Product Hunt is discovery only. According to its weekly board for the week of Oct 19, walkai-talkai ranked 6th, buddylist 8th and Lancetta 16th; StartupCorners lists BAND for Developers, Agent Pets and ilha among Oct 22 launches. No prices or maker pages are given, so we recommend none.

3.3 Terminal agents and IDEs: updates just before the window

Shattered reports four tools shipping in the Oct 12–16 stretch: OpenCode 2.0 (Oct 12, background service with an API and SDK), Codex CLI 0.163.0 (Oct 15, steering an agent mid-response), Claude Code 2.1.302 (Oct 16) and VS Code 1.141 with an Agents window (day not stated). Tech Insider dates 2.1.302 to Oct 17 via Releasebot, and says it brought the claude-plugins-official repository, a Mods system and cloud sessions for eligible Pro and Max users. We follow Oct 16: Shattered and the Agent SDK changelog (TypeScript 0.3.302, which tracks CLI 2.1.302) agree. Anthropic's release note is not in the material, so the plugin and Mods claims stay "according to Tech Insider".

The blueprint's VS Code 1.137 shipped Sep 9, not in the window, and added agents in local Dev Containers, shared sessions, automations and voice mode (per Shattered; release notes not in the material). VS Code 1.142 followed on Oct 14 with preview canvases (Shattered credits canvases to 1.141; both are aggregators, so the version is unresolved), chat that moves across Git worktrees and enterprise agent-permission controls. Sep 9 to Oct 14 is 35 days for five releases, consistent with a weekly cadence (our inference); the material has no 1.143.

Adoption, from one aggregator (Labellerr, citing survey and benchmark data):

Tool Used in past year Terminal-Bench 4.0
Claude Code 65.5% 64.8% (Opus 5.5)
GitHub Copilot 58.7% no score
Google Antigravity 16% 87.6%, model only, not comparable
OpenCode 13.6% no score

Codex scored 58.2% at about $1.92 a task. Labellerr also says OpenAI reported 5 million weekly active users for Codex in June 2026; treat it as unverified.

3.4 Pricing: Claude leaves Cursor's plans

On Oct 12, 2026 Cursor (Anysphere, acquired by SpaceX on Aug 14 per Fello AI) moved new customers to The X Subscription, which xAI sells with Grok. Fello AI checked prices against vendor pages on Oct 18:

Plan Monthly Annual Usage vs Plus $ per usage unit
Plus $8 $80 1x $8.00
Premium $30 $300 4x $7.50
Super $100 $1,000 15x $6.67
Ultra $200 $2,000 50x $4.00

Unit price is monthly price ÷ multiple (30 ÷ 4 = 7.5). Annual billing equals ten months (80 ÷ 96 = 83%). Plus runs Grok models only; on Premium and above, Claude is billed separately from prepaid credit, and Opus 5.5 costs $4 / $20 per million input / output tokens. Shattered's earlier article calls the upper tiers' prices undisclosed; we follow Fello AI, which cites Cursor's documentation. Claude Pro costs $20 ($17 billed annually) and includes Claude Code; Codex is included from the $8 Go plan (daily.dev, checked Oct 23).

OpenAI will stop supplying models to Cursor on Nov 12 (upcoming, reported; Cursor's bundled OpenAI allowance ends, personal API keys keep working). Cursor's CEO says OpenAI models serve about 5% of traffic, a company claim. Shattered also cites a Cursor blog headline of $2 billion recurring revenue, date not stated. Per QCode's Oct 10 calendar it retires six models on Oct 19 (execution unconfirmed), and AgentMaps lists three more on Nov 16.

Claude is no longer part of any Cursor plan, so Cursor's $30 entry to Claude plus tokens costs more than Claude Pro at $20. The window's genuinely new products are plumbing, not new agents.

4. Important updates to existing products

Chapter 3 covered coding agents and developer tools; the established assistants and enterprise agent platforms here changed differently, through privacy controls, an API break and dated launches rather than new flagship models.

Item Key figure Date Status Source
ChatGPT Locked Chats PIN or biometrics; 7 plan types Oct 20 Rolling out OpenAI (via TechCrunch)
Claude API 2026-10-21 3 Messages API breaks; 7 SDKs + CLI Oct 21 Released, opt-in CellCog
Gemini launchpads 1,000-person engineer workforce Oct 19 Announced Accenture
Gemini Task (ex-Spark) Google AI Pro $19.99/mo or Ultra Date not stated Shipping AI Agents Library
Copilot Studio Chat agents 6 capabilities Oct 26 Upcoming Microsoft Message Center
watsonx Orchestrate Live-traffic judge, 3% default sampling Oct 22 GA (judge); preview (gateway) IBM
Meta Muse chat sharing 6,800 exposed links By Oct 20 Paused Dataconomy

4.1 ChatGPT and Claude: a privacy control and an API break

ChatGPT (OpenAI), window update. OpenAI announced Locked Chats on Tuesday, Oct 20, 2026, and said it was only starting to roll out (rolling out). A locked chat sits behind a four-digit PIN, or Face ID or Touch ID, in a separate section with its own memory, so new details do not feed regular Memory. It is not encryption: OpenAI says locking does not add end-to-end encryption or change retention, and resetting the PIN permanently deletes the locked content. It covers Free, Go, Plus, Pro, Business, Enterprise and Edu, but not ChatGPT for Healthcare, group chats or meeting-recording chats.

Context, before the window: GPT-6 Sol reached paid tiers on Oct 7 and GPT-6 Luna reached Free and Go on Oct 8 (according to Shattered, citing OpenAI). GPT-5.5 left ChatGPT and Codex on Oct 14, with the API unaffected (OpenAI's Models page, via QCode). A batch of 17 OpenAI API deprecation rows was due on Oct 23; QCode last checked it on Oct 10, so we call it scheduled, not confirmed.

Claude (Anthropic), window update. According to CellCog, reading Anthropic's release notes, Claude API version 2026-10-21 shipped on Oct 21 with new major versions of seven SDKs and the ant CLI that send it by default. Nothing breaks until a team opts in (released, opt-in). On the new version, any request with temperature, top_p or top_k returns a 400 error, even at the default value, and document blocks in assistant turns are rejected. Python is 2.0.0 and TypeScript 1.0.0; they send the key as Authorization: Bearer, which can hide it from gateways that read X-Api-Key, and move to Apache 2.0. On Oct 20 Anthropic added user profiles and beta organization webhooks. Claude Code 2.1.302 is in Chapter 3.

Context on the Claude app: Opus 5.5 arrived on Sep 22 at $4 / $20 per million input / output tokens, and Max 5x and Max 20x carry $100 and $200 monthly API credits since Oct 7 (via MemoryPlugin). Shattered mentions an undated 20% Opus 5.5 price cut; we follow the $4 / $20 list price that two sources give.

Neither vendor shipped a new model in the window. OpenAI shipped a privacy control with stated limits, and Anthropic shipped an API version whose cost is migration work that teams can schedule.

4.2 Gemini, Copilot and watsonx: agent platforms for work

Google Gemini. On Oct 19, Accenture Federal Services and Google Public Sector announced "Gemini launchpads", a hub of forward-deployed engineers (FDEs) to build Gemini agents for federal agencies. Accenture's separate commitment is a 1,000-person FDE workforce, and pre-built HR, finance and supply-chain agents are still in development (announced; no price). In the Gemini app, Spark was renamed Task, now behind a Chat/Task toggle. Task needs Google AI Pro or Ultra, age 18+, and Keep Activity and Personal Intelligence turned on, and is unavailable in the EEA, UK, Switzerland and Nigeria. Google has not dated the change (shipping; Help Center as of Oct 19).

Microsoft Copilot. Copilot Studio's six capabilities for Copilot Chat agents (topics, connected agents, evaluations, monitoring, preview with Activity Map, lifecycle management) reach GA on Oct 26, 2026, two days after this report (upcoming). Business Central 29.0, released in October (day not stated), lists 8 Copilot and agent updates: 7 GA and 1 public preview (according to TMR Consulting). Copilot Chat in shared Outlook mailboxes is in development for November on the GCC High roadmap. Partner Center lists usage-based billing as default for new Microsoft 365 Copilot Business licenses from Dec 1, 2026; only the headline is in our material.

IBM watsonx Orchestrate (October update, Oct 22). The live-traffic LLM-as-a-Judge is GA, with six evaluators, a 3% default sampling rate and overrides up to 20%. IBM's cost example: 10,000 runs a day at 3% is 300 sampled runs, and with six evaluators 300 × 6 = 1,800 judge calls; at 20%, 10,000 × 20% × 6 = 12,000. The AI Gateway is in preview for Microsoft Foundry and Google's Gemini Enterprise Agent Platform.

4.3 Meta Muse, Perplexity and the plan-price ladder

Meta Muse (window update). Meta paused Muse chat sharing after Claroc found 6,800 shared links discoverable through passive DNS, because each link put the conversation title in a subdomain. Dataconomy's URL is dated Oct 21, but 9to5Mac reported the suspension on Oct 20, so we date the pause by Oct 20 (in effect; no restart date). Muse launched on Sep 8 in the US and is "free for most everyday tasks"; Layer3Labs lists $20 Power and $100 Maximum tiers. Download data is in Chapter 5.

Perplexity. Our material has no Perplexity update dated Oct 17-23, so we report none. Its published plans are Pro at $20 a month and Max at $200.

PowerfulAI.tools, checking vendor pages on Oct 20, is the one source that prices the rivals side by side; it has no ChatGPT row.

Plan (monthly) Price Source
Google AI Plus / Pro $4.99 / $19.99 PowerfulAI.tools
Claude Pro (monthly billing) $20 PowerfulAI.tools
Microsoft 365 Premium $19.99 PowerfulAI.tools
Perplexity Pro $20 PowerfulAI.tools
Meta One Premium $19.99 PowerfulAI.tools

Five vendors cluster at about $20, so the difference is what the plan unlocks; Gemini Task, for example, needs the $19.99 plan.

5. Users and revenue data

Chapter 4 covered what changed inside established assistants; this chapter asks how many people and how much money stand behind them, and who disclosed it.

Item Key figure Date Status Source
Meta Muse, US downloads 10M+ in first 40 days (12th app ever) Oct 20, 2026 Tracker estimate, reported Sensor Tower via 9to5Mac
Meta Muse, retention 30% day 7, 23% day 14 (peers 19% / 16%) Oct 20, 2026 Tracker estimate, reported Sensor Tower via 9to5Mac
Meta Muse, all downloads 10.9M in six weeks, 10.2M of them US Oct 20, 2026 Reported (promotional commentary) Sensor Tower via Yahoo Finance via PR Newswire
Podium, AI ARR Over $150M in 2.5 years Oct 22, 2026 Company statement Podium (PR Newswire)
KnowBe4, AI-related ARR Up 35%+ in 2026 so far; base not disclosed Oct 21, 2026 Company statement KnowBe4 (Business Wire)
Daytona, revenue run rate About 25x Jan to Sep; base not disclosed Oct 20, 2026 CEO claim, reported Fortune
ChatGPT apps directory 4,200+ apps; no usage data published Query run Oct 20, 2026 Third-party census BigIdeasDB
Tolan, users and ARR 250,000+ monthly users; ARR more than doubled Oct 19, 2026 Company figures, reported TechCrunch via Global Dating Insights
Character.AI, users and revenue About 12M monthly users; about $5.3M revenue in Aug 2026 Filed Oct 13, 2026 (context) Sworn declaration, secondary Afterlife.ai
AI vs non-AI apps, annual retention 21.1% vs 30.7% Date not stated Industry benchmark, secondary RevenueCat via Creem

5.1 Meta Muse: the window's best-measured product

Meta's Muse launched on Sep 8, 2026, so it is a context product; the window item is new data about it. Muse is a personal agent that runs errands such as travel, forms and shopping from a chat thread, using its own cloud computer and browser. It is free for most uses with subscription plans, and rollout is US-only on iOS, Android, muse.ai and WhatsApp. MediaPost reported business-specific features at up to $100 a month on Oct 1. Meta's own user count is not in the material, so every figure below is Sensor Tower's estimate relayed by media.

App US downloads in first 40 days
Meta Muse 10M+
ChatGPT 3.7M
Grok 0.5M
Claude 0.2M

Sensor Tower via 9to5Mac, Oct 20, 2026.

On a US basis, Muse is 10 ÷ 3.7 ≈ 2.7x ChatGPT's launch pace. On a global basis it is not: Sensor Tower puts ChatGPT at about 15M global downloads in its first 40 days, against Muse's 10.9M after six weeks, 10.2 ÷ 10.9 ≈ 94% of them in the US. Retention is the better signal. US Muse users returned at 30% on day 7 and 23% on day 14, while ChatGPT, Claude and Grok averaged 19% and 16%. Roughly three in four Muse users (100 − 23 = 77%) were still gone by day 14. Sensor Tower also estimates about 2.5M daily users, first reached on Oct 16, up 15% week on week; the material does not say whether that is global or US.

The growth was bought. Muse took 39% of Meta's US advertising spend in October so far, up from 23% in September. Gmelius, citing Sensor Tower, says downloads rose 73% in one day after the ad push began on Sep 16. Apptopia data, as relayed by Gmelius, show more than 95% of Muse users also use Facebook.

Muse is the 12th app ever to reach 10M US downloads in 40 days, and Meta is paying heavily to drive it: its proven edge is retention above peers, not reach beyond one country.

Three conflicts. Garbage Day says Muse has "nearly 10 million" downloads across both stores; we follow Sensor Tower's 10.9M. Garbage Day also reads day-14 retention as "around 20%"; we follow 9to5Mac's 23%. Chart rank is thin evidence: Appfigures data show a restaurant app beat Muse by about 7,000 downloads on Oct 13. A Deutsche Bank analyst estimate puts Muse at up to 8% of Meta revenue by 2030, about $36B, with a $2.4B low case. That implies Meta revenue of 36 ÷ 0.08 = $450B. Separately, researchers found shared Muse conversations could expose sensitive data, and Meta suspended sharing (by Oct 20, as in Chapter 4).

5.2 ARR claims: who disclosed what

An ARR claim is only comparable when it names its base. In the window, two companies gave statements and one gave a growth multiple.

  • Podium (local-business customer agents; calls, leads and bookings) said on Oct 22 that it passed $150M in AI-specific ARR in two and a half years, versus eight years for its original software, and that 20,000+ agents are deployed. The arithmetic: 8 ÷ 2.5 = 3.2x faster, an average of $60M of ARR a year. Podium also says its customers generated $13B in revenue with its agents, a company claim without a stated method. Price: not stated.
  • KnowBe4 (security training and AI-agent security) said on Oct 21 that AI-related ARR grew more than 35% in 2026 so far, on 70,000+ customers. No dollar figure is given.
  • Daytona (sandbox computers for agents) says its run rate grew 25x from January to September, from an undisclosed base. The CEO's 50.9% average monthly growth over eight months gives 1.509^8 ≈ 27x, consistent with that. Its funding is covered in Chapter 6.

The large-lab numbers are weaker. MarTech (Oct 15, before the window) flagged OpenAI ARR claims of $50B versus $70B, unverified. Exploding Topics repeats $50B as "October 2026" without a source. WSJ's reading of a draft Anthropic prospectus, relayed by Newsquawk (date not stated), gives H1 2026 revenue of $16.3B. With Q2 at $11.6B, Q1 is 16.3 − 11.6 = $4.7B. A straight-line Q2 run rate is 11.6 × 4 = $46.4B, so the "$110B by year-end" investor expectation needs about 2.4x more. According to shattered.io, Cursor's blog claims $2B recurring revenue, doubled in three months (date not stated).

5.3 Directories, companions and retention

ChatGPT apps directory. BigIdeasDB counted 4,200+ apps on Oct 20, sorted into 24 clusters. The directory publishes no installs, ratings or rankings, and only 12.7% of apps declare tools. Three clusters (AI models and agents, web search, travel) hold 27.0% of apps, while HR, support and CRM hold 11.0%. Jotform says the directory has "over 60" workplace integrations, depending on region and plan. These probably count different things, and we follow 4,200+ for total size, as a third-party census. OpenAI's weekly users are not disclosed in the window: Exploding Topics lists 810M in Nov 2025, and Jotform says "around 900 million", undated.

Companions. Tolan, a voice-first companion, reported 250,000+ monthly users, 70M+ conversations in a year and ARR more than doubled to the double-digit millions, as relayed from TechCrunch on Oct 19. Users have paid $10 to $200 a month, and a first free tier is planned (round in Chapter 6). CellCog calls the 250,000 "active users"; we follow the "monthly" wording. Character.AI's Chapter 11 declaration (filed Oct 13, context) gives about 12M monthly users, $2.8M of subscriptions plus $2.5M of ads (= $5.3M) in Aug 2026, and $56.1M of compute in January to August, 45% of operating expenses. At $5.3M ÷ 12M, revenue is about $0.44 per monthly user. Retention. According to Creem, citing RevenueCat's 2026 report, AI apps beat non-AI apps on conversion but lose on retention:

Metric (median) AI apps Non-AI apps
Trial-to-paid conversion 8.5% 5.6%
Monthly realized lifetime value $18.92 $13.59
Annual-plan retention at 12 months 21.1% 30.7%
Refund rate 4.2% 3.5%

Check: 21.1 ÷ 30.7 = 0.69, so about 31% fewer annual subscribers remain. Menlo Ventures (via Garbage Day) says about half of US AI users pay, while a Bank of America report says about 3% of households pay. Half of 64% would be 32%, so the two cannot share a base; treat both as estimates.

6. Funding, acquisitions and pricing models

Chapter 5 sized the audiences and revenue claims; this chapter follows the money into the companies behind them and then to the price list customers actually see.

6.1 Deals and pricing moves in the window

Item Key figure Date Status Source
Daytona Series B $60M at $1B, led by FirstMark; total $91M Oct 20 Announced by company Daytona
Tolan funding $30M, led by Union Square Ventures; company valuation undisclosed Oct 19 Reported Global Dating Insights, citing TechCrunch
Azoma Series A $11.2M Oct 21 Announced Techstars
Kapital to acquire Woz $30M, cash and stock Oct 19 Agreement announced, closing not stated Kapital via PR Newswire
OpenAI acquires Orchestra Bio Terms undisclosed Oct 20 Reported (Axios exclusive, shared by OpenAI) Axios
Chapter acquires Ridgeway Terms undisclosed Oct 22 Reported citybiz
Oracle AI Agent Studio for Industry Applications Metered in "AI units", no rates published Oct 21 Announced, availability planned Oracle
Per-resolution list prices $0.50 to $2.00 Checked Oct 18 In effect QueryNow

Money went to infrastructure and small specialist teams, and most acquisitions disclosed no price. Pricing is settling on seat plus metered credits, with true outcome billing limited to customer support.

6.2 Funding and acquisitions: specialist teams, thin disclosure

Funding, briefly (the funding issue covers the market). Daytona sells cloud "sandbox" computers where agents run code, for AI labs and agent builders. Its $60M Series B ($1B) took total funding to $91M (2 + 5 + 24 + 60). CEO Ivan Burazin says run-rate revenue grew about 25× from January to September, averaging 50.9% a month (company claim; absolute revenue undisclosed). Compounding checks out: 1.509^8 ≈ 26.9. Daytona's other claim does not: about 135% monthly net revenue retention would give 1.35^6 ≈ 6×, not the "nearly three times" it also states. Treat both as unaudited. Pricing and availability terms are not in the material. Azoma, which helps consumer brands appear in AI shopping agents, says revenue grew almost tenfold in a year. Tolan's valuation is a PitchBook estimate of more than $268M, not a company figure. Reduck's $3M pre-seed was reported Oct 22 via shattered.io citing Tech.eu. Agentjesse.ai lists Legora's $550M Series E in "October" with no day, so it cannot be placed in the window. Modal's $750M raise on Oct 14 predates it.

Acquisitions. Kapital, a Mexico City financial group, agreed on Oct 19 to buy Woz, maker of WOZCODE, a token-reduction tool for coding models, for $30M. Woz says it has saved customers over $2.5M, a company claim. Whether WOZCODE continues as a product is not stated. On Oct 20 OpenAI said it had acquired Orchestra Bio, which builds drug-development agents, and will integrate it into its Rosalind life-sciences suite. Chapter bought Ridgeway, which had raised $2.8M, on Oct 22 and did not say whether Ridgeway's products survive. Automation Anywhere (Boost.ai), HCLSoftware (Robotiq.ai) and Barndoor (Diaphora) appear on an Oct 23 news page with no deal dates.

Acquirers are buying engineers, not products. For founders, an acqui-hire is the realistic exit for a small agent startup. For users of an acquired product, continuity is unconfirmed in all three cases.

6.3 How agents are priced: the meter decides the bill

Oracle announced Oracle AI Agent Studio for Industry Applications on Oct 21: a no-code and low-code tool for Oracle's finance, retail, construction and government customers to build and run agents, with MCP support. It lets users monitor "AI-unit consumption", but no rate is published. FF News calls it launched. Oracle says availability is "planned within the next 12 months", US first, and we follow Oracle. Sia AgentLaunch is not in the material.

QueryNow read these vendor pages on Oct 18:

Product Billed unit List price
HubSpot Customer Agent Resolved conversation $0.50
Fin (Intercom) Outcome, max one per conversation $0.99
Gorgias AI Agent Resolved interaction $0.90 annual, $1.00 monthly
Zendesk AI agents Verified resolution $1.50 committed, $2.00 pay-as-you-go
Salesforce Agentforce Help Agent Resolution, packs of 1,000+ $2
Agentforce Flex Credits Action (20 credits) $500 per 100,000 credits
Copilot Studio Credit (answer 2, action 5) $0.01 pay-as-you-go

Flex Credits work out at 500 ÷ 100,000 × 20 = $0.10 per action. A Copilot Studio generative answer costs 2 × $0.01 = $0.02 pay-as-you-go. QueryNow calls Fin "now part of Salesforce"; other sources do not, so we omit it. Sierra, Decagon, Ada and Crescendo price per outcome or conversation but publish no rate.

The unit matters more than the rate. Definitions differ: Gorgias bills a normal ticket if a person replies within 72 hours, and Fin deducts an outcome if the customer returns. Credits do not roll over at Salesforce. HubSpot halved its Customer Agent price from $1.00 on Apr 14 (context).

Seats have not gone away. Helply, a vendor that ranks itself first, priced five agents, 1,000 conversations and 500 AI resolutions at Oct 20 annual list prices:

Tool Monthly total Seat share
Helply $339 Unlimited users
Help Scout Plus $600 38%
HubSpot Service Hub $670 plus $1,500 once 67%
Intercom Essential $785 18%
Zendesk Suite Professional $1,500 38%

Zendesk costs 1,500 ÷ 339 ≈ 4.4 times the cheapest option, and seats are 575 ÷ 1,500 ≈ 38% of it. In a survey cited by one blog, seat-based pricing fell from 21% to 15% of companies in a year while hybrid rose from 27% to 41%. Per HubSpot partners, EMEA new customers moved on Oct 1 to credit pools, with 50 credits per resolved conversation. On coding tools, GitHub Copilot moved to usage-based AI Credits on June 1, according to amux. Cursor's bundled OpenAI allowance ends on Nov 12 and OpenAI models then bill at API list price, reported by shattered.io (see Chapter 3); Claude is already billed outside Cursor's plans since Oct 12. According to CellCog, Tolan users have paid $10 to $200 a month, and Tolan plans its first free tier.

The judgement: compare vendors on cost per finished task, not sticker price. Gartner estimates generative AI cost per customer-service resolution will pass $3 by 2030 (via QueryNow), so even a low per-result price can rise, and contracts should say when and how.

7. Try-this list

Chapters 2 to 6 covered launches, updates, user and revenue figures, and money. This chapter turns them into a reader-by-reader table, a short try-list and a dated watch-list. It uses only facts from those chapters.

7.1 What changed, and what it means by reader

Reader What changed Implication Evidence
Users ChatGPT Locked Chats (PIN or biometrics) rolling out from Oct 20, with no added end-to-end encryption; Meta paused Muse sharing after 6,800 exposed links; Gemini Task is unavailable in the EEA, UK, Switzerland and Nigeria Use locking as a view control, not as encryption; do not share Muse conversations until sharing returns; check your region before paying —
Builders Claude API 2026-10-21 returns a 400 error for sampling parameters on the new version; Adyen's marketplace compiles one definition for 8 tools; Zoom opened 15 AI Services on Oct 20 Schedule the API migration on your own date; share setups across tools but review every hook and MCP server; the new Zoom services are APIs with no stated pricing —
Buyers Claude sits outside Cursor's plans; per-resolution list prices run from $0.50 to $2.00; Oracle meters in "AI units" with no published rate; usage-based billing becomes the default for new Microsoft 365 Copilot Business licenses from Dec 1 Compare cost per finished task, and ask for the meter definition in the contract —

Most of the week's change sits in controls, migrations and meters, not in new flagship agents, so the useful move is to read the unit and the date before the headline.

7.2 Try-list by scenario

Scenario Try Price Caveat Evidence
Meetings and office ZoomMate Agent Teams Not stated Only one piece is live; the other six features are dated to Oct 2026 through Q1 2027 —
Multi-tool coding setups Adyen Agent Marketplace Free, Apache 2.0 Adyen says its checks "don't prove a resource is safe to run" —
Agent infrastructure Daytona sandboxes Not stated The 60 ms setup time and the Writer figure are company claims —
Personal agent Meta Muse Free for most uses; US only Sharing is paused; the retention lead is a Sensor Tower estimate —
Private chat ChatGPT Locked Chats Included in Free to Edu plans Not encryption; resetting the PIN deletes the locked content —
Support automation Kai Resolve by Gleap Not stated Discovery listing; Product Hunt entries show no price —

7.3 Key dates

Dates already past on Oct 24, 2026 are marked "In effect". Items given only by month are listed after the dated items of that month.

Date Event State on Oct 24, 2026 Source
Oct 12, 2026 Cursor moves new customers to The X Subscription In effect Fello AI
Oct 16, 2026 Claude Code 2.1.302 ships In effect Shattered
Oct 20, 2026 ZoomMate Agent Teams available; Locked Chats begin rolling out In effect Zoom; OpenAI via TechCrunch
Oct 21, 2026 Claude API version 2026-10-21 released, opt-in In effect CellCog
Oct 22, 2026 Adyen Agent Marketplace released In effect Adyen
Oct 26, 2026 Copilot Studio Chat agents capabilities reach GA Upcoming Microsoft Message Center
Oct 2026 (day not stated) Zoom My Notes Workflows Upcoming Zoom
Nov 12, 2026 OpenAI stops supplying models to Cursor (reported) Upcoming Shattered
Nov 16, 2026 Three more Copilot model retirements listed Upcoming AgentMaps
Nov 2026 (day not stated) Zoom enriched notes and DTEN My Notes device Upcoming Zoom
Dec 1, 2026 Usage-based billing default for new Microsoft 365 Copilot Business licenses Upcoming Partner Center
Dec 2026 (day not stated) Zoom Follow the meeting and new Zoom Chat Upcoming Zoom
Q1 2027 Zoom Bota My Notes device Upcoming Zoom

8. References

This document draws on the following 76 sources, listed in the order they are first cited.

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  7. OpenAI Cuts Cursor Off Nov. 12 Over SpaceX Deal 2026 — shattered.io
  8. ChatGPT now lets you lock your chats — techcrunch.com
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  31. VS Code 1.137 AI Agents in Dev Containers 2026 — shattered.io
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  33. Claude Code Plugins Go Official at v2.1.302 2026 — tech-insider.org
  34. 10 Best AI Coding Agents in 2026 — labellerr.com
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  44. Claude New Features Oct 2026: Opus 5.5, Sonnet, Haiku — blog.memoryplugin.com
  45. Google Cuts Free Gemini to 1 Model After Argon Launch — shattered.io
  46. How to Choose the Best AI Chatbot in 12 Steps 2026 — shattered.io
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  66. Exclusive: OpenAI acquires biotech startup as AI race moves into drug development — axios.com
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  69. Reduck Secures $3M for AI Agent Web Automation — shattered.io
  70. Top AI Agent Startups in 2026: Companies & Funding — agentjesse.ai
  71. Automation Today: Publication & Newsletter: American Express Introduces Framework to Verify Customer Intent in Agentic Commerce — automationtoday.net
  72. Oracle AI Agent Studio: Revolutionizing Financial Services with No-Code AI Workflows — ffnews.com
  73. AI Chatbot Pricing 2026: Billing Models and Real Costs — enjo.ai
  74. Best Help Desk Software for SaaS in 2026: 9 Tools Compared — helply.com
  75. How to Buy Software When AI Breaks Pricing (2026), guptadeepak.com — guptadeepak.com
  76. AI Coding Tools Pricing Compared (2026): Claude Code, Cursor, Copilot, Devin & More — amux — amux.io
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