# AI Assistant Competitive Landscape | AI Wars of 2026

> AI assistants are testing new routes to delegated work.. Source-backed analysis from AI Wars of 2026.

Canonical URL: https://ai-wars.correax.com/chapter/assistant-competitive-landscape

Market map · late September 2026

## AI assistants are testing new routes to delegated work.

The question is whether persistent agents can earn permission to act across files, apps, browsers, devices and transactions—and do so reliably enough for people to return.

- Broad market map
- Mixed evidence depth
- Reviewed Sep 27, 2026

**Evidence status** This snapshot mixes primary product claims, third-party estimates and unverified map entries. Their presence here does not imply comparable evidence or market leadership.

### Four signals, not one comparison.

The figures below use different products, populations, units and sources. Treat them as research leads, not a cross-company scale ranking.

**1B+**

Reported weekly active users across OpenAI products, not ChatGPT alone; the primary page body was not readable in this review.

Source: [OpenAI · claim unverified here](https://openai.com/index/the-work-now-within-reach/)

**1B+**

Gemini app monthly active users announced Aug 11, 2026.

Source: [Google](https://blog.google/innovation-and-ai/products/gemini-app/one-billion-monthly-users/)

**40–44%**

Anthropic share across two enterprise-spend estimates; methodologies differ.

Source: [Menlo/Ramp synthesis](https://www.smashingapps.com/ai-market-share-2026-infographic/)

**2.5M+**

Estimated US Muse downloads by Sep 21; third-party analytics, not a Meta disclosure.

Source: [Sensor Tower report](https://www.tradingview.com/news/dpa_afx:7cb7a74418070:0-meta-s-muse-ai-agent-surges-to-top-of-u-s-app-store/)

**Working hypothesis**

Existing surfaces may lower the friction of trying an assistant and connect it to recurring behavior. Whether distribution outweighs a strong standalone destination depends on repeat use, permissioned context, reliable task execution, user choice and value capture; this map does not settle that question.

### Three overlapping product positions.

An assistant may be ambient, work-focused and specialist at once. These are lenses for comparison, not mutually exclusive markets.

01 / AMBIENT

#### Personal agents

Assistants built into consumer surfaces, devices and social products.

- Examples: ChatGPT, Gemini, Muse
- Adjacent surfaces: Alexa+, Siri, Grok
- Question: do reach and context lead to repeat use?

02 / METERED

#### Work agents

Products combining seat access, usage and longer-running tasks.

- Examples: Claude, Copilot, ChatGPT Work
- Buyers: IT, operations and business units
- Question: can governed execution produce measured value?

03 / SPECIALIST

#### Vertical & local

Focused workflow products and open-source or local-first harnesses.

- Examples: calendar, browser, coding and GTM tools
- Counter-position: local-first control
- Question: does depth persist when suites add similar features?

### Profiles with more detail in this research pass.

These profiles are not a ranking or a complete census. “Reported” tags preserve source uncertainty; previews and announced products are not treated as generally available.

MOMENTUM

#### Meta Muse

META · LAUNCHED SEP 8, 2026

Persistent personal agent across iOS, Android, muse.ai and WhatsApp. Multistep execution, memory, background work and approval gates; US-only at launch, with Mac control announced at Connect.

- Free + $20/$100 reported
- iOS / Android / web / WhatsApp
- Plaid + Duffel + Link

[official product](https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/) · [download estimate](https://www.tradingview.com/news/dpa_afx:7cb7a74418070:0-meta-s-muse-ai-agent-surges-to-top-of-u-s-app-store/)

SCALE

#### ChatGPT

OPENAI

The default general AI destination, expanding into Work agents, voice and Codex. Atlas browser was discontinued Aug 9, 2026—do not count it as a live product.

- Plan-based + credits
- 1B+ product-family WAU
- Work + Codex + Sites

[ChatGPT Work](https://openai.com/index/chatgpt-for-your-most-ambitious-work/) · [Atlas closure](https://help.openai.com/en/articles/20001371-evolving-atlas-into-chatgpt-for-browser-based-agentic-work)

DISTRIBUTION

#### Gemini

GOOGLE

Ambient layer across Android, Search and Workspace. Spark is the 24/7 background-agent bet, grounded natively in Google data.

- Free / Pro $19.99
- Ultra price unclear
- 1B+ MAU

[Spark](https://www.androidauthority.com/google-rolls-out-gemini-spark-3672796/) · [scale](https://blog.google/innovation-and-ai/products/gemini-app/one-billion-monthly-users/)

CONSUMER

#### Microsoft Copilot

MICROSOFT · PERSONAL

The free assistant across web, Windows, Edge, iOS, Android and Mac. Microsoft 365 Premium adds Copilot inside personal productivity apps and higher limits.

- Free tier
- M365 Premium $19.99/mo
- Personal account

[consumer product](https://www.microsoft.com/en-us/copilot) · [Premium](https://www.microsoft.com/en-us/copilot/blog/2025/10/01/meet-microsoft-365-premium-your-ai-and-productivity-powerhouse/)

ENTERPRISE

#### Microsoft 365 Copilot

MICROSOFT · WORK

The enterprise assistant grounded in Microsoft Graph and embedded across Word, Excel, PowerPoint, Outlook and Teams, with tenant controls and agent building.

- $30/user/mo add-on
- Microsoft Graph
- Governed agents

[official product](https://www.microsoft.com/en-us/microsoft-365/blog/2023/07/18/introducing-bing-chat-enterprise-microsoft-365-copilot-pricing-and-microsoft-sales-copilot/) · [business pricing](https://techcommunity.microsoft.com/blog/microsoft365copilotblog/act-now-lock-in-current-pricing-on-microsoft-365-copilot-business-bundles/4502628)

ENTERPRISE

#### Claude

ANTHROPIC

Enterprise-trust leader combining Claude chat, scheduled work, connected apps and Claude Code. Cowork is merging into Claude in stages; availability varies by plan.

- Free / $20 Pro / $100+ Max
- Claude Code
- Docs + Slides beta

[official plans](https://www.anthropic.com/pricing) · [Cowork transition](https://venturebeat.com/technology/anthropic-is-killing-off-cowork-and-folding-it-into-claude-launching-claude-docs-and-claude-slides)

REAL-TIME

#### Grok

xAI

X-native assistant with real-time social data. Grok Bot gives enterprise teams autonomous cloud computers, but governance maturity is still new.

- Free + paid tiers
- X firehose
- Grok Bot

[enterprise controls](https://aiweekly.co/alerts/xai-opens-grok-bot-to-enterprises-with-new-audit-controls)

HOME

#### Alexa+

AMAZON

Proactive household concierge with smart-home control and agentic shopping. Its moat is the Echo/Fire TV installed base plus fulfillment.

- Prime included
- $19.99 standalone
- Echo / Fire TV / web

[official availability & pricing](https://www.amazon.com/dp/B0CXRRF584?ref_=aucc_us_dis_ALXA26US000_dd_dv_dc_q1_26\&dclid=CIHByJfbh5MDFS3FzgAdF_IDvA\&gad_source=7\&gad_campaignid=23501619801)

BETA

#### Siri / Apple Intelligence

APPLE

Siri AI finally shipped in beta with iOS 27 around Sep 14, 2026. Apple still owns the most intimate default surface, but the modernization remains incomplete.

- Bundled with hardware
- iPhone 15 Pro+
- $250M settlement

[ship status & settlement](https://www.macrumors.com/2026/09/22/apple-iphone-siri-ai-settlement-submit-claim/)

BROWSER

#### Perplexity + Comet

PERPLEXITY AI

Cited answer engine betting that an AI-native browser becomes the agent economy’s front door. Comet is live; Background Assistant sits on Max.

- Free / $5 / $20 / $200
- Enterprise $40–325
- Comet desktop + iOS
- Android date conflicted

[Comet](https://www.smashingapps.com/comet-an-ai-powered-web-browser-delivers/) · [funding](https://www.techtimes.com/articles/318028/20260608/perplexity-raises-200-million-comet-ai-browser-agent-economy-front-door.htm)

π

MAINTENANCE

#### Pi

INFLECTION AI

Warm, EQ-first companion with voice and text, but no meaningful 2026 agent roadmap. The company pivoted to enterprise; Pi remains a legacy showcase.

- Free
- Mobile + web
- No autonomous agents

[company pivot](https://www.turingpost.com/p/inflectionai?ref=hackernoon.com) · [app status](https://www.appbrain.com/app/pi-your-personal-ai-assistant/ai.inflection.pi)

Q

AGGREGATOR

#### Poe

QUORA

A multi-model storefront with user-created bots and creator monetization. Breadth is the product; it does not own an agent stack or first-party model.

- Free
- From $4.99 reported
- Web / mobile / desktop

[profile](https://www.therundown.ai/tools/poe)

SPECIALIST

#### Lindy

LINDY

No-code “AI employees” spanning email, scheduling, calls and Slack. The Teammate launch pairs consumer-simple UX with enterprise compliance.

- Pricing unverified
- 1,000+ integrations reported
- Approvals + MCP

[Teammate launch](https://realityshows.einnews.com/pr_news/939800675/lindy-provides-an-ai-assistant-for-professionals-that-works-from-slack-and-connects-to-more-than-1-000-tools)

R/M

VERTICAL

#### Reclaim + Motion

CALENDAR AGENTS

Focused agents that protect focus time and rebuild schedules as priorities move. Their depth is an advantage—and a target for suite-native imitation.

- Google / Outlook
- Dynamic planning
- Pricing varies

Pricing and 2026 moves were not verified in the report.

VERTICAL

#### Bardeen

BARDEEN

Chrome-based no-API automation repositioned toward go-to-market workflows: lead capture, enrichment and qualification.

- Free 100 credits
- $10 / $50
- Chrome extension

[profile/pricing](https://thetoolsverse.com/tools/bardeen-ai)

INSURGENT

#### OpenClaw

OPEN SOURCE · MIT

Local-first personal agent with memory and skills in local files, plus messaging bridges. Its framework inspired Microsoft’s Scout/Autopilot.

- Free / open source
- Local-first
- Mobile companions

[mobile launch](https://techcrunch.com/2026/06/30/openclaw-is-finally-available-on-android-and-ios/)

EU

#### Mistral Vibe (formerly Le Chat)

MISTRAL AI

Le Chat was renamed Vibe and unified as an EU-hosted work, chat and coding assistant. Chat and Work run on web and mobile; its open-source coding CLI runs in terminals and editors.

- Free
- Pro \~€14.99 reported
- Web / mobile + terminal / editors

[rebrand](https://winbuzzer.com/2026/06/01/mistral-rebrands-le-chat-as-vibe-for-work-and-coding-xcxwbn/) · [product scope](https://alternativeto.net/news/2026/5/mistral-ai-relaunches-its-le-chat-chatbot-as-vibe-with-work-automation-and-new-coding-tools/)

PIVOTED

#### You.com

ENTERPRISE API INFRASTRUCTURE

No longer a direct consumer-assistant contender. It pivoted toward search and research infrastructure for other agents.

- 1B+ API queries/mo reported
- ARI research agent
- Enterprise focus

[pivot/funding](https://oneyearago.ai/news/2025-09-03-you-com-series-c/)

SHUT DOWN

#### Phind

ENDED JAN 16, 2026

The developer answer engine closed and wiped servers Jan 30 after prorated refunds. It belongs in the market history, not the live field.

- Discontinued
- Not a live competitor

[closure record](https://github.com/api-evangelist/phind)

### The expanded field, by front.

The shared market map widens the aperture across the eight categories requested. Names marked “map coverage” are included for scope, but their late-2026 status, capabilities and pricing were not independently confirmed in the research packet.

#### China consumer assistant-app candidates

RESEARCH SEED · UNEVEN EVIDENCE

- DeepSeek
- Alibaba Qwen / Qianwen
- Moonshot Kimi
- Baidu Wenxin / ERNIE
- Tencent Yuanbao
- ByteDance Doubao

This is a candidate set of user-facing general assistants, not an exhaustive census or ranking. It mixes standalone apps with products linked to wider model and super-app ecosystems; those layers need separate labels.

**Market-data limit:** QuestMobile app-usage figures are available here only through secondary summaries, with unresolved reference-month wording and no retrieved method for cross-app overlap. Do not convert them to shares or a leadership ranking. See the China evidence note below.

#### Device & ambient layer

MIXED DEPTH

- Samsung Galaxy AI / Bixby
- Apple Siri
- Amazon Alexa+
- Google Gemini
- Muse on AI glasses · planned

Default placement may reduce the friction of trying an assistant. This map does not compare reach, repeat use or the value of that distribution.

Samsung is map coverage only. Alexa+, Siri and Gemini are profiled above; Muse glasses support was reported as planned, not shipped.

#### Coding-agent harnesses

MIXED DEPTH

- GitHub Copilot agents
- OpenAI Codex
- Claude Code
- Cursor
- Windsurf
- Devin
- Google Antigravity
- Replit Agent
- v0
- Bolt.new
- Lovable
- Aider
- Cline
- OpenCode

Several products now offer delegated coding across repositories and development tools. This map does not establish a broader shift or compare task outcomes.

Report-confirmed: Codex, Claude Code, Gemini CLI/Antigravity and Microsoft Code on GitHub Copilot technology. The remaining names are market-map entries with 2026 details open.

#### Enterprise agent platforms

MAP + REPORT EDGE

- Salesforce Agentforce
- ServiceNow Now Assist
- SAP Joule
- Workday
- UiPath
- Glean
- Moveworks
- Kore.ai
- Amazon Q

This front competes on governed access to enterprise systems of record, workflow execution and auditability—not consumer mindshare.

The report names Salesforce Agentforce, ServiceNow AI and Amazon Q as relevant but outside its consumer scope. All other product specifics remain open.

#### AI-native browsers

MIXED DEPTH · NO RANKING

- Perplexity Comet
- Dia
- Opera Neon
- Brave Leo
- SigmaOS Airis
- Fellou
- OpenAI Atlas · ended

The browser is a plausible transaction surface because it can see pages, compare options and act across sites.

**Correction:** OpenAI discontinued Atlas on Aug 9, 2026; it is not a live browser product. Comet is profiled above. The other entries remain map coverage only.

#### Workspace-native assistants

MAP COVERAGE

- Notion AI
- Slack AI
- Atlassian Rovo
- Zoom AI Companion
- Canva AI
- Adobe AI

These products defend the application layer by placing assistance directly inside the document, conversation, meeting or creative workflow.

**Open questions:** current agent autonomy, cross-app reach, pricing, packaging and 2026 launches were not established in the research packet.

#### Automation & productivity

REPORT COVERAGE

- Lindy
- Reclaim
- Motion
- Bardeen
- Zapier Agents
- n8n
- Gumloop
- Granola
- Shortwave

One question is whether specialist setup and workflow depth can remain distinct as larger suites add related features; this map does not compare those outcomes.

The report profiles Lindy and Bardeen in detail, Reclaim and Motion directionally, and lists the wider field without verified pricing.

#### Aggregators, companions & infrastructure

REPORT COVERAGE

- Poe
- Pi
- You.com · pivoted
- Phind · closed
- Mistral Vibe · formerly Le Chat
- OpenClaw

Some products aggregate models, some optimize for emotional rapport, and some move down-stack into infrastructure or open-source control.

Phind shut down Jan 16, 2026. You.com is now enterprise API infrastructure rather than a consumer-assistant rival.

Report-backed detail Shared-map breadth; details open

### Primary comparison.

Prices are monthly unless stated. “Reported” means the research found only secondary support; “unclear” preserves conflicting sources.

| Player                          | Autonomy\*        | Ecosystem                             | Surfaces                               | Price                                   | Edge                        |
| ------------------------------- | ----------------- | ------------------------------------- | -------------------------------------- | --------------------------------------- | --------------------------- |
| Muse                            | High              | Meta graph; Plaid, Duffel, Link       | iOS, Android, muse.ai, WhatsApp, Mac   | Free; $20/$100 reported                 | Distribution + persistence  |
| ChatGPT                         | High              | Work connectors; Agents API           | Web, mobile, desktop, extension        | Plan-based + usage                      | Scale + complete stack      |
| Gemini                          | High              | Google data + Workspace               | Android, Search, Chrome, Home, XR      | Free; Pro $19.99; Ultra $99.99 reported | Native grounding            |
| Copilot                         | Medium            | Bing, Windows, Edge                   | Web, Windows, Edge, iOS, Android, Mac  | Free; M365 Premium $19.99               | Consumer distribution       |
| M365 Copilot                    | High / preview    | Microsoft Graph, M365, Power Platform | Office, Teams, web, mobile             | $30/user/mo add-on                      | Tenant context + governance |
| Claude                          | High              | 13 connectors, plugins, MCP           | Web, mobile, desktop, API, Slack       | Free; Pro $20; Max from $100            | Trust + coding              |
| Grok                            | Med–high          | X data, API                           | X, standalone app, API                 | Free + paid; rates unverified           | Real-time X signal          |
| Alexa+                          | Medium            | Smart home + Amazon commerce          | Echo, Fire TV, app, web                | Prime included; $19.99 standalone       | Home + fulfillment          |
| Siri                            | Low–medium / beta | Apple apps + on-device context        | iPhone, iPad, Mac, Watch               | Bundled                                 | Default + privacy           |
| Perplexity                      | Medium            | Sources + publishers + model choice   | Web, mobile, Comet browser             | Free; $5; $20; $200; Ent $40–325        | Citations + browser         |
| Lindy                           | High              | 1,000+ apps + MCP                     | Slack, web, extension, iMessage        | Not independently verified              | Simple + compliant          |
| OpenClaw                        | High              | Local tools + messaging bridges       | Mac/server/WSL2 + mobile companions    | Free / MIT                              | Local-first control         |
| Mistral Vibe (formerly Le Chat) | Med–high          | Work apps + GitHub                    | Web/mobile chat; terminal/editors code | Free; Pro \~€14.99 reported             | European sovereignty        |

Comparison scope favors products with more report-backed detail. \*Autonomy labels are author impressions without a shared rubric; they are not comparable scores. The broader field remains visible above without invented values.

### Questions shaping the race.

These are hypotheses about where competition may develop, not standings or conclusions about who leads.

#### Personal relationship

The page records product-family WAU, app MAU, and third-party download estimates. Those are different scopes and units; they do not establish which assistant leads in repeat use or user trust.

#### Enterprise control

Microsoft suite integration, Anthropic spend-share estimates, and OpenAI work products describe different kinds of position. The available evidence does not compare governed task completion, retention, or customer value.

#### Browser & checkout

Comet and other browser assistants make comparison, form-filling, and transaction handoff worth tracking. Availability does not establish successful or repeated transactions.

#### Harness layer

Coding agents are a visible test environment for delegated execution. Their availability and coding use do not by themselves establish general work-agent reliability; local-first tools represent a different control model, not a measured counter-winner.

#### Six signals to watch

1. Muse retention and paid conversion after launch momentum.
2. Enterprise acceptance of metered agent compute.
3. Apple’s path from beta Siri to full modernization in 2027.
4. OpenAI ads and Sponsored Agents versus answer neutrality.
5. Which platform captures agentic commerce and checkout.
6. Safety rules after the first widely visible agent-caused harm.

### Sources, limits and corrections.

Verification was rerun Sep 27, 2026. First-party pages anchor the highest-confidence claims; index and press sources are retained only where official pages were unavailable.

#### Corrections that change the map

**OpenAI Atlas:** officially discontinued Aug 9, 2026; its browser-agent work moved into ChatGPT and Codex. **Claude Cowork:** Anthropic announced a staged merge with Claude chat on Sep 16, beginning with Pro and Max over the following weeks; Team and Free were to follow, and Enterprise administrators would receive advance notice. Do not describe this as an immediate end for all plans. [Primary announcement](https://claude.com/blog/cowork-is-now-claude). **Phind:** shut down Jan 16. **You.com:** pivoted to enterprise AI infrastructure. **Mistral Le Chat:** renamed Vibe. **Copilot Pro:** replaced by Microsoft 365 Premium for individuals.

**Primary-source verified** Muse, ChatGPT Work, Atlas, Gemini scale, Microsoft pricing, Claude pricing, Alexa+ pricing.

**Third-party estimates** Muse downloads and Anthropic enterprise-spend share remain directional.

**Not independently verified** Exact Grok and Lindy prices; Comet Android launch date.

#### Values that remain unconfirmed or conflicted

Muse’s $20/$100 tiers are secondary reports. Google Spark availability outside the US remains unclear. Grok and Lindy pricing were not independently verified and are intentionally omitted. Comet’s Android date conflicts across sources. The OpenAI 1B figure is presented in this HTML as product-family WAU, but its linked primary article body was not readable in this review; do not use the figure until verified. Muse downloads and Anthropic enterprise-spend estimates come from third-party measurement and are not comparable to app MAU.

#### China assistant-app candidates and agent pathways

**Candidate app scope:** DeepSeek, Qwen/Qianwen, Kimi, Baidu Wenxin/ERNIE, Tencent Yuanbao, and ByteDance Doubao are seed names for mainland-China-facing consumer assistants—not a complete list, a common capability class, or a ranking. Qwen, Kimi, Yuanbao and Baidu's Wenxin assistant pages were reached in this review; DeepSeek and Doubao direct pages failed to load from this client. That failure is not evidence of product unavailability.

**Adjacent agent routes:** A 36Kr summary separately describes device/OS agents, ecosystem-linked service agents, desktop work-execution agents, and multi-agent collaboration. It names Huawei XiaoyiClaw, Xiaomi miClaw, Honor YOYOClaw, Qwen task assistant, WeChat XiaoWei, Alipay Abao, WorkBuddy, AutoClaw, Lobster AI, and TRAE Work. These are leads from a secondary account, not verified availability or outcome claims. Keep device, service-ecosystem, desktop, and multi-agent products separate from the standalone-app cluster until their official sources are checked.

**Current evidence gap:** the book has provisional company records for Baidu, Tencent and ByteDance; Qwen and DeepSeek appear mainly in model/sovereignty research. Kimi, Doubao, and ERNIE Bot need claim-specific product records and comparable use or outcome evidence before the cluster can support a book claim. See the [China research note](https://github.com/fabioc-aloha/AI-Wars-2026/blob/main/research/CHINA-ASSISTANT-LANDSCAPE-RESEARCH-2026-09-27.md) for the retrieval ledger and remaining work.

- [TechNode · QuestMobile H1 summary](https://technode.com/2026/07/14/questmobile-chinas-ai-native-apps-reach-499-million-monthly-active-users/)
- [IT Home · QuestMobile report summary](https://www.ithome.com/0/976/383.htm)
- [36Kr · H1 report and agent-pathway summary](https://ad.36kr.com/p/3894851032693769)
- [Alibaba · Qianwen](https://www.qianwen.com/)
- [Moonshot · Kimi](https://www.kimi.com/)
- [Tencent · Yuanbao](https://yuanbao.tencent.com/)
- [Baidu · Wenxin Assistant](https://yiyan.baidu.com/)

#### China usage snapshot: what the figures do and do not show

IT Home's July 14 summary of QuestMobile reports 499 million AI-native-app-category MAU as of May 2026 (+85.4% year over year), with category averages of 92.7 uses and 183 minutes per month. It also reports 382 million for Doubao, 167 million for Qwen and 130 million for DeepSeek. Those app figures total 679 million. IT Home's graphic caption dates the app ranking to June, while its category total is dated May; the original QuestMobile report and measurement definitions were not retrieved. Do not compare the figures or treat them as market shares. Neither frequency nor time spent establishes retention, task success or user value. IT Home also reports Doubao app growth of 13.78 million from May to June; this does not establish the cause or paid conversion.

Keep these names as research candidates, not a verified or exhaustive ranking. iFlytek Spark and Zhipu Qingyan are additional product-screening leads based on reachable official pages; comparable usage evidence was not found.

- [IT Home · QuestMobile report summary](https://www.ithome.com/0/976/383.htm)
- [TechNode · QuestMobile H1 summary](https://technode.com/2026/07/14/questmobile-chinas-ai-native-apps-reach-499-million-monthly-active-users/)
- [Huxiu · report discussion](https://www.huxiu.com/article/4875039.html)
- [iFlytek · Spark](https://xinghuo.xfyun.cn/)
- [Zhipu · Qingyan](https://chatglm.cn/)

#### Coverage gaps before book incorporation

**Search/research:** Perplexity appears through Comet, but research assistants such as NotebookLM, Elicit, and professional research tools are not treated as a distinct front. **Meetings/communications:** Zoom AI Companion appears in the workspace list, but Teams/Meet and specialist meeting/email assistants are not compared. **Enterprise and runtime layers:** CRM, IT service, ERP, support agents, builders, and model runtimes need clearer separation from end-user assistants.

**Cross-cutting control evidence:** identity, permission scope, user confirmation, audit, recovery, retention and successful task completion are mentioned unevenly, not assessed on a shared basis. The autonomy labels in the comparison table have no common rubric.

**Inclusion rule:** distinguish company, model family, app, suite feature, and runtime; set a date, geography, user/task boundary, and evidence-depth label. The saved prior-research inventory is a discovery checklist, not a validated competitor register; its superlatives and unsourced entries are not evidence.

#### Core source set

- [Meta: Muse launch](https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/)
- [OpenAI: ChatGPT Work](https://openai.com/index/chatgpt-for-your-most-ambitious-work/)
- [OpenAI: Atlas deprecation](https://help.openai.com/en/articles/20001371-evolving-atlas-into-chatgpt-for-browser-based-agentic-work)
- [OpenAI: product-family scale](https://openai.com/index/the-work-now-within-reach/)
- [Google: Gemini passes 1B MAU](https://blog.google/innovation-and-ai/products/gemini-app/one-billion-monthly-users/)
- [Microsoft: consumer Premium](https://www.microsoft.com/en-us/copilot/blog/2025/10/01/meet-microsoft-365-premium-your-ai-and-productivity-powerhouse/)
- [Microsoft: M365 Copilot](https://www.microsoft.com/en-us/microsoft-365/blog/2023/07/18/introducing-bing-chat-enterprise-microsoft-365-copilot-pricing-and-microsoft-sales-copilot/)
- [Microsoft: Copilot Business pricing](https://techcommunity.microsoft.com/blog/microsoft365copilotblog/act-now-lock-in-current-pricing-on-microsoft-365-copilot-business-bundles/4502628)
- [Anthropic: Claude plans](https://www.anthropic.com/pricing)
- [Anthropic: staged Cowork/chat merge](https://claude.com/blog/cowork-is-now-claude)
- [Amazon: Alexa+ pricing](https://www.amazon.com/dp/B0CXRRF584?ref_=aucc_us_dis_ALXA26US000_dd_dv_dc_q1_26\&dclid=CIHByJfbh5MDFS3FzgAdF_IDvA\&gad_source=7\&gad_campaignid=23501619801)
- [Siri beta & settlement](https://www.macrumors.com/2026/09/20/siri-ai-settlement-website-now-live/)
- [Mistral Vibe rebrand](https://winbuzzer.com/2026/06/01/mistral-rebrands-le-chat-as-vibe-for-work-and-coding-xcxwbn/)
- [You.com enterprise pivot](https://thenewstack.io/how-you-com-survived-chatgpt-with-a-pivot-to-enterprise-ai/)
- [Phind closure record](https://github.com/api-evangelist/phind)

A decision-oriented market map, not an investment recommendation. Product availability, pricing and reported scale can change quickly; explicit uncertainty is part of the analysis. Brand marks are shown only to identify the products discussed.
