Overview
Summary
The useful answer before the supporting detail.
AI modelCowork is an AI agent from Anthropic that completes work tasks—like building decks, documents, or spreadsheets—by acting on your files and connected tools [S1](https://AI model.com/product/cowork). It is designed for professionals and teams who need to hand off recurring or complex work and review the results, with access from web, desktop, and mobile [S1](https://AI model.com/product/cowork). Its practical value is that it runs tasks autonomously, including scheduled reports and browser-based actions, while keeping you in control through permissions and approvals [S1](https://AI model.com/product/cowork).
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: AI modelCowork is an AI agent product by Anthropic, part of the AI modelfamily [S1](https://AI model.com/product/cowork).
- Core purpose: It solves the problem of delegating real work—not just chat—by taking actions on files and tools [S1](https://AI model.com/product/cowork).
- Intended users: Professionals and teams on paid AI modelplans, including Pro, Max, Team, and Enterprise [S1](https://AI model.com/product/cowork).
- Product scope: It is a standalone agent app, not a platform; it includes a built-in browser and desktop app [S1](https://AI model.com/product/cowork).
- Positioning: Anthropic positions it as "the same AI model, wherever you work," enabling tasks to start at a desk and continue on mobile [S1](https://AI model.com/product/cowork).
- Claimed distinction: It claims to handle big projects by splitting them into chunks that run together [S1](https://AI model.com/product/cowork).
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Marketing teams | Build weekly readouts and analyze objections from the quarter [S1](https://AI model.com/product/cowork). |
| Finance teams | Streamline journal entries, reconciliation, and variance analysis [S1](https://AI model.com/product/cowork). |
| Legal teams | Speed up contract review and NDA triage [S1](https://AI model.com/product/cowork). |
| Sales teams | Analyze objections and prepare readouts [S1](https://AI model.com/product/cowork) [S26](https://AI model.com/features/artifacts). |
| Enterprise admins | Manage feature access and spend across the org [S1](https://AI model.com/product/cowork). |
Traffic and search
SEO analysis
Collected Oct 18, 2026claude.com: an estimated 112,840,796 total monthly visits and about 3,079,186 monthly organic visits across 16,528 ranking keywords. Scout crawled 15 pages and measured a technical health score of 99/100.
Search summary
The useful answer before the supporting detail.
AI modelis a next generation AI assistant built by Anthropic and trained to be safe, accurate, and secure to help you do your best work. AI model.com: an estimated 112,840,796 total monthly visits and about 3,079,186 monthly organic visits across 16,528 ranking keywords. Scout crawled 15 pages and measured a technical health score of 99/100.
- Total traffic (modeled): 112,840,796 monthly visits across all channels.
- Organic search traffic (estimated): 3,079,186 monthly visits from search.
- Strongest sampled ranking: agent sdk at position 1.
- Leading page in the collected evidence: <https://code.AI model.com/docs/en/agent-sdk/overview>.
- Closest measured organic competitor: medium.com, appearing 4 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 99/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| other | Claude is a next generation AI assistant built by Anthropic and trained to be safe, accurate, and secure to help you do your best work. | https://claude.com/ |
| other | Free for everyone | https://claude.com/ |
| other | Extended thinking for complex work | https://claude.com/ |
| other | For everyday productivity | https://claude.com/ |
| other | Claude for Microsoft 365 | https://claude.com/ |
| other | Higher output limits for all tasks | https://claude.com/ |
| other | $100 to $200/month in API credits to build on the Claude Platform | https://claude.com/ |
| other | Claude is an artificial intelligence, trained by Anthropic using Constitutional AI to be safe, accurate, and secure — the trusted assistant for you to do your best work. | https://claude.com/ |
| other | You can use Claude for your own personal use or create a Team account to collaborate with your teammates. Learn more about Claude. | https://claude.com/ |
| other | What should I use Claude for? | https://claude.com/ |
| other | If you can dream it, Claude can help you do it. Claude can process large amounts of information, brainstorm ideas, generate text and code, help you understand subjects, coach you through difficult situations, simplify your busywork so you can focus on what matters most, and so much more. | https://claude.com/ |
| other | Claude has five pricing plans available — Free, Pro, Max, Team, and Enterprise. The Free plan offers limited use with no payment required. Learn more about available pricing plans. | https://claude.com/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
Six-month trafficModeled monthly visits
Monthly visits112,840,796
Global rank#444
Top-country rankUS #627
Bounce rate67.5%
Pages per visit2.09
Visit duration2m 31s
| Month | Modeled visits |
|---|---|
| 2026-04 | 133,077,403 |
| 2026-05 | 119,505,616 |
| 2026-06 | 132,571,036 |
| 2026-07 | 123,540,403 |
| 2026-08 | 112,570,599 |
| 2026-09 | 112,840,796 |
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| US | United States | 23.6% |
| IN | India | 7.7% |
| BR | Brazil | 4.7% |
| KR | Korea, Republic of | 4.3% |
| DE | Germany | 3.8% |
23.6%United States
United States23.6%India7.7%Brazil4.7%Korea, Republic of4.3%Germany3.8%Other56.0%
Domain identity
| Signal | Value |
|---|---|
| Registered | May 24, 1995 |
| Last changed | Dec 18, 2024 |
| Expires | May 23, 2028 |
| WHOIS server | whois.verisign-grs.com |
| DNSSEC | Not signed |
| Nameservers | ISLA.NS.CLOUDFLARE.COM, RANDY.NS.CLOUDFLARE.COM |
Website capture
Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| claude | 42,010,480 | $0.71 | $2,840,490 |
| claude code | 2,753,480 | $2.09 | $1,623,820 |
| claude ai | 14,866,450 | $0.76 | $1,146,610 |
| claude status | 735,780 | $2.66 | $697,710 |
| claude design | 942,710 | $1.65 | $580,440 |
Independent Google result page
Query: agent sdk
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | OpenAI Agents SDK | https://openai.github.io/openai-agents-python/ | The OpenAI Agents SDK enables you to build agentic AI apps in a lightweight, easy-to-use package with very few abstractions. |
| 2 | Agents | OpenAI API | https://developers.openai.com/api/docs/guides/agents | The Agents SDK gives your application control over deployment, storage, approvals, and runtime integration. Its runner handles the agent loop and handoffs. |
| 3 | Best Agent SDK? : r/AI_Agents | https://www.reddit.com/r/AI_Agents/comments/1oo5o5k/best_agent_sdk/ | Looking to experiment with multi-agent systems where agents can call other agents. I've seen OpenAI's Agent SDK and Anthropic's options thrown around, ... |
| 4 | Claude Agent SDK: Subagents, Sessions and Why It's Worth It | https://www.ksred.com/the-claude-agent-sdk-what-it-is-and-why-its-worth-understanding/ | The Claude Agent SDK is the infrastructure that powers Claude Code, exposed as a library. Anthropic renamed it from the "Claude Code SDK" in ... |
| 5 | What is the Microsoft 365 Agents SDK | https://learn.microsoft.com/en-us/microsoft-365/agents-sdk/agents-sdk-overview | The Microsoft 365 Agents SDK is a development framework for building conversational agents. Conversational agents are software that can receive ... |
| 6 | Build Hour: Agents SDK | https://www.youtube.com/watch?v=tK32trvj_b4 | In this Build Hour, you'll learn how to use the updated Agents SDK to build long-running agents with a model-native harness. Give agents the ... |
| 7 | AI Agent Frameworks (2026 Update): 8 SDKs Compared + the ... | https://www.morphllm.com/ai-agent-framework | SDK builds agents that go beyond code. Email assistants, research agents, customer support bots, finance analyzers. |
| 8 | Building Specialised AI Agents using Claude Agent SDK | https://cobusgreyling.medium.com/building-specialised-ai-agents-using-claude-agent-sdk-b4bb8562956e | The Claude Agent SDK lets you build purpose-built AI Agents in Python. Each agent gets its own system prompt, its own tool set and its own ... |
| 9 | OpenHands/software-agent-sdk: A clean, modular ... | https://github.com/OpenHands/software-agent-sdk | The OpenHands Software Agent SDK provides Python, TypeScript, and REST APIs for building agents that work with code. You can use the OpenHands Software ... |
Important pages
Pages earning the most estimated search traffic in the sample.
| URL | Ranking keywords | Estimated traffic | Best position |
|---|---|---|---|
| <https://code.AI model.com/docs/en/agent-sdk/overview> | 3 | 842.1 | 1 |
| <https://code.AI model.com/docs/en/mcp-quickstart> | 2 | 176.3 | 1 |
| <https://code.AI model.com/docs/en/skills> | 2 | 130.7 | 1 |
| <https://platform.AI model.com/docs/en/build-with-AI model/thinking-steering-and-cost> | 2 | 130.7 | 1 |
| <https://code.AI model.com/docs/en/terminal-guide> | 3 | 94.4 | 1 |
| <https://support.AI model.com/en/articles/10949351-getting-started-with-local-mcp-servers-on-AI modeldesktop> | 2 | 48.6 | 1 |
| <https://code.AI model.com/docs/en/hooks-guide> | 1 | 42.6 | 1 |
| <https://code.AI model.com/docs/en/permission-modes> | 1 | 27.4 | 1 |
| <https://academy.AI model.com/courses/ai-fluency-framework-foundations/the-4d-framework> | 1 | 21.3 | 1 |
| <https://platform.AI model.com/docs/en/build-with-AI model/context-windows> | 1 | 12.2 | 1 |
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| other | Claude | 436 | new | https://claude.com/ |
| pricing | Plans & pricing \ | playwright | 2,427 | new |
| pricing | Claude Team plan for scientists \ | playwright | 1,845 | new |
| features | Claude Artifacts \ | playwright | 1,607 | new |
| features | Claude Platform \ | playwright | 2,396 | new |
| features | Claude Code by Anthropic \ | playwright | 2,129 | new |
| features | Claude Science (beta) \ | static | 1,862 | new |
| features | Claude Security \ | playwright | 766 | new |
| features | Claude Cowork \ | playwright | 2,187 | new |
| features | Claude Design \ | Claude by Anthropic | static | 1,497 |
| features | The AI for problem solvers \ | static | 3,479 | new |
| features | Claude in Slack: Tag @Claude in any thread \ | static | 1,429 | new |
| features | AI agents \ | static | 783 | new |
| features | Coding \ | static | 1,853 | new |
| features | Build commerce agents with Claude \ | static | 2,341 | new |
Features
| Page type | Evidence | Source |
|---|---|---|
| features | [Skip to main content](#main-content) | https://claude.com/features/artifacts |
| features | Contact salesTry Claude | https://claude.com/features/artifacts |
| features | Docs, decks, and dashboards that come back yours | https://claude.com/features/artifacts |
| features | Make polished content through a conversation with Claude. Steer and edit any time, share, or export. | https://claude.com/features/artifacts |
| features | Get started (opens in new tab) | https://claude.com/features/artifacts |
| features | Claude Design, Claude Slides, and Claude Docs are available in all plans. | https://claude.com/features/artifacts |
| features | Claude Dashboards is in beta on paid plans. | https://claude.com/features/artifacts |
| features | Claude Motion is in beta on Team and Enterprise. | https://claude.com/features/artifacts |
| features | Show your numbers | https://claude.com/features/artifacts |
| features | Claude Slides · Claude Dashboards (beta) · Claude Motion (beta) | https://claude.com/features/artifacts |
| features | [Jump to read](#show-your-numbers) | https://claude.com/features/artifacts |
| features | Pitch and launch an idea | https://claude.com/features/artifacts |
| features | Claude Design · Claude Docs · Claude Slides · Claude Motion (beta) | https://claude.com/features/artifacts |
| features | [Jump to read](#pitch-and-launch-an-idea) | https://claude.com/features/artifacts |
| features | Keep the team aligned | https://claude.com/features/artifacts |
| features | Claude Docs · Claude Dashboards (beta) · Claude Slides | https://claude.com/features/artifacts |
| features | [Jump to read](#keep-the-team-aligned) | https://claude.com/features/artifacts |
| features | How it works | https://claude.com/features/artifacts |
| features | Edit your way | https://claude.com/features/artifacts |
| features | Edit on the canvas or on your phone, leave a comment for Claude, or ask in the conversation. | https://claude.com/features/artifacts |
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | Contact salesTry Claude | https://claude.com/pricing |
| pricing | Free for everyone | https://claude.com/pricing |
| pricing | Try Claude | https://claude.com/pricing |
| pricing | Per month with annual subscription discount ($200 billed up front). $20 if billed monthly. | https://claude.com/pricing |
| pricing | Try Claude | https://claude.com/pricing |
| pricing | Everything in Free, plus: | https://claude.com/pricing |
| pricing | Try Claude | https://claude.com/pricing |
| pricing | $100 to $200/month in API credits to build on the Claude Platform† | https://claude.com/pricing |
| pricing | \ | Free \ |
| pricing | Central billing and administration | https://claude.com/pricing |
| pricing | Billing cycle | https://claude.com/pricing |
| pricing | \ | Monthly and annual \ |
| pricing | \ | No \ |
| pricing | Get Team plan | https://claude.com/pricing |
| pricing | Per seat / month if billed annually. $25 if billed monthly. | https://claude.com/pricing |
| pricing | Per seat / month if billed annually. $125 if billed monthly. | https://claude.com/pricing |
| pricing | Up to $500 per month in pooled API credits† | https://claude.com/pricing |
| pricing | Get Enterprise planChat with buying specialist | https://claude.com/pricing |
| pricing | US$20/seat/month, billed annually, 20 seat minimum. Usage cost scales with model and task. | https://claude.com/pricing |
| pricing | All Team plan features, plus: | https://claude.com/pricing |
Integrations and supported platforms
No supporting public-page evidence was collected for this category.
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-18T22:50:00.783Z. Movement appears after the next fresh analysis using the same location and language.
| Keyword | Current | Previous | Movement | Volume | Ranking URL |
|---|---|---|---|---|---|
| agent sdk | 1 | Baseline | Baseline | 2,400 | <https://code.AI model.com/docs/en/agent-sdk/overview> |
| add mcp to AI modelcode | 1 | Baseline | Baseline | 320 | <https://code.AI model.com/docs/en/mcp-quickstart> |
| adding skills to AI modelcode | 1 | Baseline | Baseline | 320 | <https://code.AI model.com/docs/en/skills> |
| adaptive thinking | 1 | Baseline | Baseline | 260 | <https://platform.AI model.com/docs/en/build-with-AI model/thinking-steering-and-cost> |
| add mcp server to AI modelcode | 1 | Baseline | Baseline | 260 | <https://code.AI model.com/docs/en/mcp-quickstart> |
| agent sdk AI model | 1 | Baseline | Baseline | 260 | <https://code.AI model.com/docs/en/agent-sdk/overview> |
| add AI modelto path | 1 | Baseline | Baseline | 210 | <https://code.AI model.com/docs/en/terminal-guide> |
| adaptive thinking AI model | 1 | Baseline | Baseline | 170 | <https://platform.AI model.com/docs/en/build-with-AI model/thinking-steering-and-cost> |
| agent hooks | 1 | Baseline | Baseline | 140 | <https://code.AI model.com/docs/en/hooks-guide> |
| adding skills to AI model | 1 | Baseline | Baseline | 110 | <https://code.AI model.com/docs/en/skills> |
| agent sdk anthropic | 1 | Baseline | Baseline | 110 | <https://code.AI model.com/docs/en/agent-sdk/overview> |
| accept edits on AI modelcode | 1 | Baseline | Baseline | 90 | <https://code.AI model.com/docs/en/permission-modes> |
| add mcp to AI modeldesktop | 1 | Baseline | Baseline | 90 | <https://support.AI model.com/en/articles/10949351-getting-started-with-local-mcp-servers-on-AI modeldesktop> |
| 4d framework | 1 | Baseline | Baseline | 70 | <https://academy.AI model.com/courses/ai-fluency-framework-foundations/the-4d-framework> |
| add AI modelto path windows | 1 | Baseline | Baseline | 70 | <https://code.AI model.com/docs/en/terminal-guide> |
| add mcp server to AI modeldesktop | 1 | Baseline | Baseline | 70 | <https://support.AI model.com/en/articles/10949351-getting-started-with-local-mcp-servers-on-AI modeldesktop> |
| 200k context window | 1 | Baseline | Baseline | 40 | <https://platform.AI model.com/docs/en/build-with-AI model/context-windows> |
| add AI modelto path mac | 1 | Baseline | Baseline | 40 | <https://code.AI model.com/docs/en/terminal-guide> |
| a team plan | 1 | Baseline | Baseline | 30 | <https://support.AI model.com/en/articles/9266767-what-is-the-team-plan> |
| add AI modelto path mac | 1 | Baseline | Baseline | 40 | <https://AI model.com/product/AI modelcode> |
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Task execution | Runs tasks on your files and connected tools, delivering work for review [S1](https://AI model.com/product/cowork). |
| Built-in browser | Opens sites, fills forms, and completes web tasks within Cowork [S1](https://AI model.com/product/cowork). |
| Scheduling | Schedules recurring reports daily, weekly, or monthly [S1](https://AI model.com/product/cowork). |
| Permissions | Lets you choose folders and tools, with approval before significant actions [S1](https://AI model.com/product/cowork). |
| Plugins | Bundles tools, knowledge, and workflows into a single install for specialist capabilities [S1](https://AI model.com/product/cowork). |
| Enterprise controls | Admins manage feature access, spend, and usage across the org [S1](https://AI model.com/product/cowork). |
| Cross-platform | Runs on web, desktop, and mobile [S1](https://AI model.com/product/cowork). |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| Slack connector | Integration | Lets AI modelwork in Slack threads and report back [S1](https://AI model.com/product/cowork) [S8](https://AI model.com/product/tag). |
| Connectors | Integration | Provides access to additional files and tools [S1](https://AI model.com/product/cowork). |
| Browser (Chrome, Edge, Firefox) | Integration | Allows cookie import for staying signed in to web sessions [S1](https://AI model.com/product/cowork). |
| API | API | Enables configuration of tools and access via Agent Identity [S8](https://AI model.com/product/tag). |
| Analytics API | API | Provides usage analytics for enterprise admins [S1](https://AI model.com/product/cowork). |
| OpenTelemetry | Integration | Offers observability for enterprise deployments [S1](https://AI model.com/product/cowork). |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Pro | $17 per month billed annually ($200 up front); $20 monthly [S1](https://AI model.com/product/cowork) | AI modelCowork included [S1](https://AI model.com/product/cowork) | Usage limits apply [S1](https://AI model.com/product/cowork) |
| Max | From $100 per month [S1](https://AI model.com/product/cowork) | AI modelCowork included [S1](https://AI model.com/product/cowork) | Not established |
| Team standard | $20 per seat per month billed annually; $25 monthly [S1](https://AI model.com/product/cowork) | AI modelCowork and Slack connector included [S1](https://AI model.com/product/cowork) | Not established |
| Team premium | $100 per seat per month billed annually; $125 monthly [S1](https://AI model.com/product/cowork) | AI modelCowork included [S1](https://AI model.com/product/cowork) | Not established |
| Enterprise | $20 per seat per month plus usage, annual, 20-seat minimum [S1](https://AI model.com/product/cowork) | AI modelCowork included [S1](https://AI model.com/product/cowork) | Usage billed at API rates [S1](https://AI model.com/product/cowork) |
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| medium.com | 4 | 2 | 5 | agent sdk, add mcp to AI modelcode |
| reddit.com | 2 | 2 | 2 | agent sdk, add mcp to AI modelcode |
| github.com | 2 | 2 | 5 | agent sdk, add mcp to AI modelcode |
| ai-sdk.dev | 1 | 1 | 1 | agent sdk |
| jetbrains.com | 1 | 1 | 1 | add mcp to AI modelcode |
| datacamp.com | 1 | 1 | 3 | agent sdk |
| youtube.com | 1 | 1 | 4 | add mcp to AI modelcode |
| mindstudio.ai | 1 | 1 | 6 | agent sdk |
| first-tree.ai | 1 | 1 | 7 | add mcp to AI modelcode |
| docs.agentops.ai | 1 | 1 | 8 | agent sdk |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
No supporting public-page evidence was collected for this category.
Independent review sources discovered
| Platform | Status | Discovered source |
|---|---|---|
| discovered_not_scraped | https://support.google.com/googleplay/answer/7018481 | |
| discovered_not_scraped | https://www.google.com/preferences/source?q=claude.com | |
| discovered_not_scraped | https://play.google.com/store/apps/details?id=com.anthropic.claude |
Backlink profile
Authority and referring-domain signals.
Backlink comparison profile
- Domain rating: 92/100
- Backlinks: 23,809,930
- Referring domains: 125,864
- Dofollow backlinks: 96.0%
- Dofollow referring domains: 90.0%
| Source DR | Source title | Anchor | Source URL | Target URL |
|---|---|---|---|---|
| 92 | Welcome to Python.org | Anthropic | https://www.python.org/ | <https://platform.AI model.com/docs/en/home> |
| 97 | AI model (AI) | "Model deprecations" | https://en.wikipedia.org/wiki/Claude_(AI) | <https://platform.AI model.com/docs/en/about-AI model/model-deprecations> |
| 100 | AI modelby Anthropic – Apps on Google Play | publicWebsite | <https://play.google.com/store/apps/details?id=com.anthropic.AI model&hl=en_IN> | <https://support.AI model.com/> |
| 92 | Home \ Anthropic | Regional compliance | https://www.anthropic.com/ | <https://AI model.com/regional-compliance> |
| 93 | What Is AI modelAI? \ | IBM | subject to specific long context pricing | <https://www.ibm.com/think/topics/AI modelai> |
| 94 | Dropbox: Secure cloud storage, file sharing, and more | Connect now | https://www.dropbox.com/ | <https://AI model.com/connectors/dropbox> |
| 75 | 15 best AI apps I can't live without in 2026 (free + paid) | here | https://www.gumloop.com/blog/best-ai-apps | <https://www.AI model.com/pricing> |
| 67 | 24 best SEO tools I'm using in 2026 (free + paid) \ | Marketer Milk | AI model (Anthropic) | https://www.marketermilk.com/blog/best-seo-tools |
| 93 | AI model Astra: A new generation of intelligence \ | OpenAI | Anthropic Messages API(opens in a new window) | <https://openai.com/index/AI model/> |
| 17 | แชร์ประสบการณ์ การใช้ AI modelCode ในมุมมองของคนที่ไม่ใช่ Programmer - Thep Excel | AI modelCode | <https://www.thepexcel.com/AI modelcode-ai-experience/> | <https://code.AI model.com/docs> |
Collection decision
The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 29.3%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
| — | — | All AI assistants |
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| other | Claude is a next generation AI assistant built by Anthropic and trained to be safe, accurate, and secure to help you do your best work. | https://claude.com/ |
| other | Claude is an artificial intelligence, trained by Anthropic using Constitutional AI to be safe, accurate, and secure — the trusted assistant for you to do your best work. | https://claude.com/ |
| features | Download for macOSRead documentation(opens in new tab) | https://claude.com/product/claude-code |
| features | > “Helix® is building the largest linked clinico-genomic dataset in the world - currently over 500,000 records and on a trajectory to multiple millions. By making deep genetic and phenotypic data available to Claude Science through an MCP server, we’re letting researchers discover our data inside a single, AI-native environment. Many of these researchers use Claude as their go to platform for discovery and this brings the full depth of our data to where the science actually gets done.” | https://claude.com/product/claude-science |
| features | > “Xaira is building AI-native capabilities across the full arc of drug discovery and development, from predictive models to physical AI systems that learn from biology at scale, powered by agentic workflows designed to create the next generation of medicines. Claude Code and Claude Science are accelerating that work, compressing the path from hypothesis to validation and advancing our therapeutic pipeline, enabling our scientists to focus on the discoveries that matter most and bring innovative medicines to patients faster.” | https://claude.com/product/claude-science |
| features | Contact salesTry Claude | https://claude.com/features/artifacts |
| features | Get started (opens in new tab) | https://claude.com/features/artifacts |
| features | Contact salesTry Claude | https://claude.com/platform/api |
| features | Contact salesTry Claude | https://claude.com/product/claude-code |
| features | Download for macOSRead documentation(opens in new tab) | https://claude.com/product/claude-code |
| features | Web (opens in new tab) | https://claude.com/product/claude-code |
| features | Contact salesTry Claude | https://claude.com/product/claude-science |
| pricing | Contact salesTry Claude | https://claude.com/pricing |
| pricing | Try Claude | https://claude.com/pricing |
| pricing | Try Claude | https://claude.com/pricing |
| pricing | Try Claude | https://claude.com/pricing |
| pricing | Get Team plan | https://claude.com/pricing |
| pricing | Get Enterprise planChat with buying specialist | https://claude.com/pricing |
| pricing | Create plan | https://claude.com/pricing |
| pricing | Create plan | https://claude.com/pricing |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where medium.com appears. | 4 first-page appearances across agent sdk, add mcp to AI modelcode |
Website intelligence — Collected evidence
Website evidence gaps
- integrations: no usable public page was collected; verify whether the site publishes this evidence.
- customers: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| G2 | [Anthropic AI modelReviews & Product Details / G2 AI](https://ai.g2.com/product/u-anthropic-AI model) | Grounded web search | Anthropic AI modelReviews & Product Details / G2 AI # Anthropic AI model |
| G2 Learning Hub | [My AI modelAI Review (2026): Is It Worth the Hype?](https://learn.g2.com/AI modelai-review) | Grounded web search | AI modelis one of the best AI assistants on the market right now, excelling at writing, reasoning, coding, ... / Metric / G2 score / Insights / / --- / --- / --- / / Overall G2 rating / 4.4 / 5 / Strong overall satisfaction, especially for writing-heavy and research-focused use cases. / / Customer segment / Small business: 67%Mid-market: 26%Enterprise: 7% / Adoption skews toward SMBs and mid-market teams, suggesting AI modelresonates most with individual contributors and smaller teams. / / Ease of |
| RFP.wiki | [Anthropic (AI model) · Cost Drivers: Pricing & Contracts](https://www.rfp.wiki/artificial-intelligence/cloud-ai-developer-services/AI modelanthropic) | Grounded web search | / Source/Feature / Score & Rating / Details & Insights / / --- / --- / --- / / G2 / 4.6 / 234 reviews / / / 4.6 / 28 reviews / / Software Advice / 4.5 / 30 reviews / / Trustpilot / 1.4 / 301 reviews / / Gartner Peer Insights / 4.6 / 145 reviews / / RFP.wiki Score / 5.0 / Review Sites Scores Average: 3.9 Features Scores Average: 4.3 Leader Bonus: +0.5 Confidence: 100% / |
| G2 Learning Hub | [AI modelvs. ChatGPT: What I Found After 30 Days of Use](https://learn.g2.com/AI modelvs-chatgpt) | Grounded web search | ### Satisfaction ratings - AI modelexcels in ease of use (97%), ease of setup (96%), and ease of doing business (94%). - ChatGPT ranks high in ease of use (96%). It shows decent satisfaction ratings for ease of doing business (95%) and ease of setup (96%). |
| G2 | [Compare AI modeland AI modelCode Assist](https://www.g2.com/compare/anthropic-AI modelvs-AI modelcode-assist) | Grounded web search | AI model(50)4.3 out of 5Claude By Anthropic AI modelCode Assist(39)4.4 out of 5Gemini Code Assist ... , at least when coding. And it does a very good job with everything from brainstorming high level solutions and psuedocode to fixing the nitty gritty |
| RFP.wiki | [OpenAI (ChatGPT) vs Anthropic (AI model) (2026): Scores, Reviews & Verdict](https://www.rfp.wiki/artificial-intelligence/generative-ai-model-providers/AI model) | Grounded web search | 4.9 4.8 / 4.8 Pros+ AI modeladvances quickly across coding, ... and agentic work.+ Artifacts, connectors and coding workflows show ... direction. Cons- Rapid changes to limits or models can frustrate heavy users.- Roadmap visibility is selective outside |
| Plain AI | [Honest AI modelReview (Spring 2026): Pricing, Pros, Cons & Alternatives](https://plainai.tech/articles/honest-AI modelreview-spring-2026-pricing-pros-cons-alternatives) | Grounded web search | - PlainAI.tech: 3.6/5 from 16 reviews in the AI Assistants category — featured tool. - G2: high marks for clarity, structured responses, and strong coding performance. - Capterra: solid scores, especially among writers and analysts. - Trustpilot: mixed-to-negative — recent April 2026 reviews flag billing issues and an account-compromise wave. - Product Hunt: very positive — power users vocal about Artifacts, Projects, and AI modelCode. - Reddit and Hacker News: power-user adoration alongside frus |
| G2 | [Compare AI modelAI and Perplexity](https://www.g2.com/compare/AI modelai-vs-perplexity) | Grounded web search | AI modelAI(24)4.3 out of 5Claude AI By AI modelAI Perplexity(39)4.6 out of 5Perplexity By Perplexity AI At a Glance AI modelAI Star Rating (24) 4.3 out of 5 Market Segments Small-Business (70.8% of reviews) |
| G2 | [Compare Amazon Q Developer and AI model](https://www.g2.com/compare/amazon-q-developer-vs-anthropic-AI model) | Grounded web search | Amazon Q Developer(13)4.7 out of 5Amazon Q Developer By Amazon Web Services (AWS) AI model(50)4.3 out of 5Claude By Anthropic ... It doesn't hallucinate as much as Chatgpt, at least when coding. And it does a very good job with everything from |
Customer proof
No named customers, testimonials, or customer case studies were found.
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | > “There were no skeptics on our team. Everyone leaned in from day one — it felt like AI modelTag in Slack was something they’d been waiting for.” | [source](https://AI model.com/product/tag) |
| Contact and support | AI modelCowork runs on web, desktop, and mobile and is the same AI model, wherever you work. Start at your desk, pick it up on your phone. | [source](https://AI model.com/product/cowork) |
| Legal and privacy | Payments are generally non-refundable, except where our Consumer Terms of Service say otherwise or where local law requires it. | [source](https://AI model.com/pricing) |
| Security and compliance | Credentials stay out of the sandbox, encryption is built in, and state persists automatically. | [source](https://AI model.com/platform/api) |
| Uptime and status page | Not published on the collected pages. | — |
| Domain registered | 1995-05-24 | — |
| Domain expires | 2028-05-23 | — |
Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Contact and support | Support | Public contact and support channel. ([source](https://AI model.com/contact-sales/education-plan)) | Not dated |
| Contact and support | Support | Public contact and support channel. ([source](https://AI model.com/contact-sales/platform)) | Not dated |
| AI modelArtifacts / AI modelby Anthropic | Roadmap | Public product roadmap. ([source](https://AI model.com/features/artifacts)) | Not dated |
| AI modelCode by Anthropic / AI Coding Agent, Terminal, IDE | Changelog | Public product change history. ([source](https://AI model.com/product/AI modelcode)) | Not dated |
Not found in the collected public sources: status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Runs on web, desktop, and mobile [S1](https://AI model.com/product/cowork). | [S1](https://AI model.com/product/cowork) |
| Platforms and apps | Desktop app available on Pro, Max, and Team plans [S1](https://AI model.com/product/cowork). | [S1](https://AI model.com/product/cowork) |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | Supports plugins and connectors [S1](https://AI model.com/product/cowork). | [S1](https://AI model.com/product/cowork) |
| Data ownership and export | Not published on the collected pages. | — |
| Performance and reliability claims | Not published on the collected pages. | — |
| Release activity | Blog post dated Aug 26, 2026 [S1](https://AI model.com/product/cowork). | [S1](https://AI model.com/product/cowork) |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| Domain registered | 1995-05-24 — MarkMonitor Inc. |
| Domain expires | 2028-05-23 |
| TLS certificate | Google Trust Services, valid, expires 2026-12-21 |
| Security headers | HSTS, X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Headers not served | CSP |
| Server header | cloudflare |
| Nameservers | randy.ns.cloudflare.com, isla.ns.cloudflare.com |
Not measurable: wayback: rate limited by archive.org, ladder stopped after 1 probe(s); rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 99/100
- Critical issues: 0
- Warnings: 2
- Notices: 1
Issues
| Severity | Issue | Value | Affected URL |
|---|---|---|---|
| warning | Title length should be reviewed | 6 | <https://AI model.com/> |
| notice | Meta description length should be reviewed | 235 | <https://AI model.com/product/AI modelscience> |
| warning | Page should have one primary H1 | 2 | <https://AI model.com/download> |
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | AI model | 1 | 922 | 79 ms | <https://AI model.com/> |
| 200 | The AI for problem solvers \ | AI modelby Anthropic | 1 | 4468 | 503 ms |
| 200 | AI modelCode by Anthropic \ | AI Coding Agent, Terminal, IDE | 1 | 2599 | 55 ms |
| 200 | AI modelin Slack: Tag @AI modelin any thread \ | AI modelby Anthropic | 1 | 2210 | 410 ms |
| 200 | AI modelSecurity \ | AI modelby Anthropic | 1 | 1216 | 252 ms |
| 200 | AI modelScience (beta) \ | AI modelby Anthropic | 1 | 2669 | 408 ms |
| 200 | AI modelArtifacts \ | AI modelby Anthropic | 1 | 2111 | 337 ms |
| 200 | AI modelDesign \ | Turn ideas into design \ | AI modelby Anthropic | 1 | 2505 |
| 200 | Connectors and plugins \ | AI modelMarketplace \ | AI modelby Anthropic | 1 | 1810 |
| 200 | Plugins \ | AI modelMarketplace \ | AI modelby Anthropic | 1 | 973 |
| 200 | Skills \ | AI modelby Anthropic | 1 | 1557 | 430 ms |
| 200 | AI modelin Chrome \ | AI modelby Anthropic | 1 | 1870 | 440 ms |
| 200 | AI modelfor Microsoft 365 \ | AI modelby Anthropic | 1 | 1707 | 419 ms |
| 200 | Switch to AI modelwithout starting over \ | AI modelby Anthropic | 1 | 712 | 780 ms |
| 200 | Download AI model \ | AI modelby Anthropic | 2 | 1376 | 212 ms |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 30.6% |
| search | 30.0% |
| search organic | 28.5% |
| search paid | 1.5% |
| social | 3.6% |
| social organic | 3.4% |
| social paid | 0.3% |
| referrals | 5.0% |
| paid referrals | 0.4% |
| 1.2% | |
| gen ai | 29.3% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention any competitors by name. Evidence gaps include lack of detailed pricing for Max and Team plans, no independent reviews, and no explicit data export or retention policies. Open questions remain about usage limits and performance benchmarks.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from AI model.com, including product pages for Cowork, AI modelin Slack, AI modelPlatform, Artifacts, Managed Agents, and AI modelCode, plus a pricing page. Static and rendered captures were used; external proof search was enabled but no verification requests were made. Limitations: some pages were not fully scraped, and external review content was not collected.
- Official Websitehttps://claude.com/product/coworkVerified
- Official Websitehttps://claude.com/product/tagVerified
- Official Websitehttps://claude.com/platform/apiVerified
- Pricing Pagehttps://claude.com/pricingVerified
- Pricing Pagehttps://claude.com/contact-sales/education-planVerified
- Pricing Pagehttps://claude.com/programs/team-plan-for-scientistsVerified
- Official Websitehttps://claude.com/contact-sales/platformVerified
- Official Websitehttps://claude.com/customers/advantage-solutionsVerified
- Official Websitehttps://claude.com/features/artifactsVerified
- Official Websitehttps://claude.com/platform/claude-managed-agentsVerified
- Official Websitehttps://claude.com/product/claude-codeVerified
- Official Websitehttps://claude.com/product/claude-duetVerified
- Official Websitehttps://claude.com/product/claude-scienceVerified
- Official Websitehttps://claude.com/product/claude-securityVerified
- Official Websitehttps://claude.com/product/designVerified
- Review Sitehttps://ai.g2.com/product/u-anthropic-claudeVerified
- Review Sitehttps://learn.g2.com/claude-ai-reviewVerified
- Review Sitehttps://www.rfp.wiki/artificial-intelligence/cloud-ai-developer-services/claude-anthropicVerified
- Review Sitehttps://learn.g2.com/claude-vs-chatgptVerified
- Review Sitehttps://www.g2.com/compare/anthropic-claude-vs-gemini-code-assistVerified
- Review Sitehttps://www.rfp.wiki/artificial-intelligence/generative-ai-model-providers/openai/claude-anthropicVerified
- Review Sitehttps://plainai.tech/articles/honest-claude-review-spring-2026-pricing-pros-cons-alternativesVerified
- Review Sitehttps://www.g2.com/compare/claude-ai-vs-perplexityVerified
- Review Sitehttps://www.g2.com/compare/amazon-q-developer-vs-anthropic-claudeVerified