⚡Stack Radar

Research Agents · Reviewed 22 Oct 2026

Claude by Anthropic

Claude is an AI platform for building and running agents and assistants.

from $17 · free tier · claude.com ↗

Paid against free › Research Agents › Claude by Anthropic

Claude by Anthropic at a glance
112.8MEstimated total trafficModeled monthly visits16.5KRanking keywordsPublic search sample99/100Technical health15 pages checked125.9KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

AI modelis an AI platform from Anthropic for building and running AI agents and assistants, with products spanning coding, productivity, and enterprise deployment [S11](https://AI model.com/platform/api). Teams use it to automate work like research, reporting, and software development, reducing manual effort and improving collaboration [S1](https://AI model.com/product/tag) [S19](https://AI model.com/product/cowork). Its practical value lies in combining frontier models with managed infrastructure, integrations, and flexible plans [S11](https://AI model.com/platform/api) [S1](https://AI model.com/product/tag).

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: AI modelby Anthropic is an AI platform offering models, agents, and productivity tools [S11](https://AI model.com/platform/api).
  • Core purpose: It helps teams build and run AI agents and automate knowledge work [S11](https://AI model.com/platform/api).
  • Intended users: Developers, enterprises, and teams in marketing, legal, finance, and support [S19](https://AI model.com/product/cowork) [S11](https://AI model.com/platform/api).
  • Product scope: A family of products including AI modelPlatform, Cowork, Code, Artifacts, and Slack integration [S11](https://AI model.com/platform/api) [S19](https://AI model.com/product/cowork) [S41](https://AI model.com/product/AI modelcode) [S26](https://AI model.com/features/artifacts) [S1](https://AI model.com/product/tag).
  • Positioning: Positioned as a complete platform for building and deploying AI agents in production [S11](https://AI model.com/platform/api).
  • Claimed distinction: Claims a managed harness optimized for AI modeland enterprise-grade security [S11](https://AI model.com/platform/api).
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
DevelopersBuild and deploy AI agents with managed infrastructure [S36](https://AI model.com/platform/AI modelmanaged-agents).
Marketing teamsGenerate weekly readouts and analyze campaign data [S19](https://AI model.com/product/cowork).
Legal teamsSpeed up contract review and NDA triage [S19](https://AI model.com/product/cowork).
Finance teamsStreamline journal entries and variance analysis [S19](https://AI model.com/product/cowork).
Support teamsClassify tickets and answer customer questions [S11](https://AI model.com/platform/api) [S36](https://AI model.com/platform/AI modelmanaged-agents).
Sales teamsPrepare account research and proposals [S36](https://AI model.com/platform/AI modelmanaged-agents) [S26](https://AI model.com/features/artifacts).

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Agent buildingBuild and deploy long-running agents with managed infrastructure, state, and permissions [S36](https://AI model.com/platform/AI modelmanaged-agents).
Coding assistanceWrite, debug, and ship code with AI modelCode, available in terminal, IDE, and web [S41](https://AI model.com/product/AI modelcode) [S19](https://AI model.com/product/cowork).
Task automationRun tasks across web, desktop, and mobile, with scheduling and recurring reports [S19](https://AI model.com/product/cowork).
Content creationGenerate docs, decks, dashboards, and animations via Artifacts [S26](https://AI model.com/features/artifacts).
Slack collaborationTag AI modelin Slack threads to manage work and surface insights [S1](https://AI model.com/product/tag).
Tool integrationConnect to external tools and APIs via MCP and connectors [S11](https://AI model.com/platform/api).
Enterprise controlsManage access, spend, and permissions across the org [S19](https://AI model.com/product/cowork).
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
SlackIntegrationTag AI modelin threads to manage work and collaborate [S1](https://AI model.com/product/tag).
SalesforceIntegrationPull CRM data for dashboards and decks [S26](https://AI model.com/features/artifacts).
QuickBooksIntegrationStart from financial numbers in reports [S26](https://AI model.com/features/artifacts).
MCP serversAI interfaceConnect to external tools and data via open standard [S11](https://AI model.com/platform/api).
GitHub and IDEsIntegrationUse AI modelCode within development workflows [S19](https://AI model.com/product/cowork).
Analytics APIAPITrack usage and observability [S19](https://AI model.com/product/cowork).
Export to PowerPoint, Google Slides, PDFData portabilityShare and edit generated decks [S26](https://AI model.com/features/artifacts).

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Free$0 per month [S1](https://AI model.com/product/tag)Web search and connectors [S1](https://AI model.com/product/tag)Research not included [S1](https://AI model.com/product/tag)
Pro$17 per month billed annually ($200 up front) or $20 billed monthly [S1](https://AI model.com/product/tag)AI modelCode, Cowork, Artifacts [S41](https://AI model.com/product/AI modelcode) [S19](https://AI model.com/product/cowork) [S26](https://AI model.com/features/artifacts)Usage limits apply [S1](https://AI model.com/product/tag)
MaxFrom $100 per month [S1](https://AI model.com/product/tag)5x or 20x Pro usage, API credits [S1](https://AI model.com/product/tag)Not established
Team standard seat$20 per seat per month billed annually or $25 billed monthly [S1](https://AI model.com/product/tag)Cowork and Slack connector [S19](https://AI model.com/product/cowork)Teams of 2 to 150; SSO [S1](https://AI model.com/product/tag)
Team premium seat$100 per seat per month billed annually or $125 billed monthly [S1](https://AI model.com/product/tag)5x a standard seat [S1](https://AI model.com/product/tag)Mix and match seat types [S1](https://AI model.com/product/tag)
EnterpriseContact sales [S1](https://AI model.com/product/tag)Admin controls, analytics, API [S19](https://AI model.com/product/cowork)Not established
APIPriced separately [S1](https://AI model.com/product/tag)Model access, batch processing [S11](https://AI model.com/platform/api)Not established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
medium.com425agent sdk, add mcp to AI modelcode
reddit.com222agent sdk, add mcp to AI modelcode
github.com225agent sdk, add mcp to AI modelcode
ai-sdk.dev111agent sdk
jetbrains.com111add mcp to AI modelcode
datacamp.com113agent sdk
youtube.com114add mcp to AI modelcode
mindstudio.ai116agent sdk
first-tree.ai117add mcp to AI modelcode
docs.agentops.ai118agent 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

PlatformStatusDiscovered source
Googlediscovered_not_scrapedhttps://support.google.com/googleplay/answer/7018481
Googlediscovered_not_scrapedhttps://www.google.com/preferences/source?q=claude.com
Googlediscovered_not_scrapedhttps://play.google.com/store/apps/details?id=com.anthropic.claude
14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 29.3%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherClaude 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/
otherClaude 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/
featuresDownload 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
featuresContact salesTry Claudehttps://claude.com/features/artifacts
featuresGet started (opens in new tab)https://claude.com/features/artifacts
featuresContact salesTry Claudehttps://claude.com/platform/api
featuresContact salesTry Claudehttps://claude.com/product/claude-code
featuresDownload for macOSRead documentation(opens in new tab)https://claude.com/product/claude-code
featuresWeb (opens in new tab)https://claude.com/product/claude-code
featuresContact salesTry Claudehttps://claude.com/product/claude-science
pricingContact salesTry Claudehttps://claude.com/pricing
pricingTry Claudehttps://claude.com/pricing
pricingTry Claudehttps://claude.com/pricing
pricingTry Claudehttps://claude.com/pricing
pricingGet Team planhttps://claude.com/pricing
pricingGet Enterprise planChat with buying specialisthttps://claude.com/pricing
pricingCreate planhttps://claude.com/pricing
pricingCreate planhttps://claude.com/pricing

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview 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

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
ToolRadar[AI modelReviews, Pricing & Alternatives (2026) - 3.0/5](https://toolradar.com/tools/anthropic-AI model)Grounded web searchWeb 3(705 reviews) AI modelholds an aggregate rating of 3 out of 5 from 705 reviews across G2 and Trustpilot, last checked September 17, 2026. G2 342 reviews 4.6/5 Trustpilot 363 reviews 1.4/5 Ratings aggregated from independent review platforms.
PlainAI[Honest AI modelReview (Spring 2026): Pricing, Pros, Cons & Alternatives / Plain AI](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
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% / ... - Trustpilot feedback repeatedly cites billing, account and human-support problems. - Usage limits and quota changes frustra

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • I picked up AI modeltoday after being away and using only ChatGPT and AI modelfor ... / Hacker News — I picked up AI modeltoday after being away and using only ChatGPT and AI modelfor a while. I was pretty impressed with how they’ve improved user experience. If I had to guess, I’d say Anthropic has better product people who put more attention to detail in these areas. gizmodo59 7 months ago / next – ... yeah AI modelis great... but only if you pay $100-$200 a month beefsack 7 months ago / root / parent / next – Many people buy two separate AI modelpro subscriptions and that makes the limit becom
  • [AI modelAI Reddit: What the Community Really Thinks (2026)](https://www.aitooldiscovery.com/guides/AI modelreddit) — AI modelAI from Anthropic has built one of the most active and technical AI communities on Reddit. The r/ClaudeAI subreddit and the growing r/ClaudeHomies community bring together developers, writers, and researchers who use AI modeldaily and compare it openly against ChatGPT, AI model, and other models. The community verdict is consistent: AI modelleads on coding quality and writing style, falls short on image generation and real-time search, and hits rate limits that frustrate heavy users on the fr

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.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
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 supportAI 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 privacyPayments 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 complianceCredentials stay out of the sandbox, encryption is built in, and state persists automatically.[source](https://AI model.com/platform/api)
Uptime and status pageNot published on the collected pages.—
Domain registered1995-05-24—
Domain expires2028-05-23—

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.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
AI modeltakes research to new places / AI modelby AnthropicGuideAI modelcan now conduct in-depth Research by searching across the web and your Google Workspace to deliver comprehensive answers in minutes. Earlier this year, we introduced our vision for AI modelas your collaborative partner that delivers hours of work in minutes. ([source](https://AI model.com/resources/articles/research))Not dated
Contact and supportSupportPublic contact and support channel. ([source](https://AI model.com/contact-sales/education-plan))Not dated
Contact and supportSupportPublic contact and support channel. ([source](https://AI model.com/contact-sales/platform))Not dated
AI modelArtifacts / AI modelby AnthropicRoadmapPublic product roadmap. ([source](https://AI model.com/features/artifacts))Not dated

Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)AI modelCowork runs on web, desktop, and mobile [S19](https://AI model.com/product/cowork).[S19](https://AI model.com/product/cowork)
Platforms and appsAvailable on macOS, Windows, Linux, iOS, Android, and web [S19](https://AI model.com/product/cowork) [S41](https://AI model.com/product/AI modelcode).[S19](https://AI model.com/product/cowork) [S41](https://AI model.com/product/AI modelcode)
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers Messages API, MCP support, and plugins [S11](https://AI model.com/platform/api) [S19](https://AI model.com/product/cowork).[S11](https://AI model.com/platform/api) [S19](https://AI model.com/product/cowork)
Data ownership and exportUsers can export decks to PowerPoint, Google Slides, and PDF [S26](https://AI model.com/features/artifacts).[S26](https://AI model.com/features/artifacts)
Performance and reliability claimsClaims 2.5x faster speeds with fast mode for Opus 5.5 [S11](https://AI model.com/platform/api).[S11](https://AI model.com/platform/api)
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered1995-05-24 — MarkMonitor Inc.
Domain expires2028-05-23
First archived1999-11-03 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-12-21
Security headersHSTS, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Headers not servedCSP
Server headercloudflare
Nameserversrandy.ns.cloudflare.com, isla.ns.cloudflare.com
21

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

SeverityIssueValueAffected URL
warningTitle length should be reviewed6<https://AI model.com/>
noticeMeta description length should be reviewed235<https://AI model.com/product/AI modelscience>
warningPage should have one primary H12<https://AI model.com/download>

Crawled pages

StatusTitleH1sWordsResponseURL
200AI model192279 ms<https://AI model.com/>
200The AI for problem solvers \AI modelby Anthropic14468503 ms
200AI modelCode by Anthropic \AI Coding Agent, Terminal, IDE1259955 ms
200AI modelin Slack: Tag @AI modelin any thread \AI modelby Anthropic12210410 ms
200AI modelSecurity \AI modelby Anthropic11216252 ms
200AI modelScience (beta) \AI modelby Anthropic12669408 ms
200AI modelArtifacts \AI modelby Anthropic12111337 ms
200AI modelDesign \Turn ideas into design \AI modelby Anthropic12505
200Connectors and plugins \AI modelMarketplace \AI modelby Anthropic11810
200Plugins \AI modelMarketplace \AI modelby Anthropic1973
200Skills \AI modelby Anthropic11557430 ms
200AI modelin Chrome \AI modelby Anthropic11870440 ms
200AI modelfor Microsoft 365 \AI modelby Anthropic11707419 ms
200Switch to AI modelwithout starting over \AI modelby Anthropic1712780 ms
200Download AI model \AI modelby Anthropic21376212 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct30.6%
search30.0%
search organic28.5%
search paid1.5%
social3.6%
social organic3.4%
social paid0.3%
referrals5.0%
paid referrals0.4%
mail1.2%
gen ai29.3%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic 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

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed pricing for Enterprise and API, no independent review ratings, and no explicit uptime or status page information. Open questions remain about annual billing for Max and Team plans, and the exact scope of usage limits.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from AI model.com, covering product pages for AI modelPlatform, Cowork, Code, Artifacts, Managed Agents, Slack integration, and Security. Static and browser rendering rendering were used; external proof search was enabled but no verification requests were made. Pricing was sourced from the authoritative pricing page. Limitations include reliance on vendor-published claims and lack of independent verification.

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