Overall AI readiness score
A combined result across all audit signals.
Average
AI readiness audit: 10/7/2026Public technical data
Overall AI readiness assessment
How ready docs.inkeep.com is for AI systems
Inkeep (docs.inkeep.com) received an AI-readiness score of 63/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 0 declared sitemaps. Homepage markup completeness was 0%; no Schema.org types were detected and 0 OpenGraph tags were detected. Results reflect the public site response observed on 2026-10-07T02:34:52.957Z.
Audit context
llms.txt is accessible and contains 4,543 tokens. An expanded llms-full.txt is also available with 293,270 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt was not found, so explicit crawler policy could not be confirmed. No Schema.org type was detected on the homepage. 0 OpenGraph tags were found and markup completeness is 0%, leaving more entity interpretation to crawlers.
The mobile Lighthouse profile adds Performance 76/100, Accessibility 69/100, Best Practices 96/100, SEO 80/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
Confirmed strengths
- Accessible llms.txt
- Expanded llms-full.txt
Priority improvements
- 1Publish robots.txt with explicit search and AI crawler rules.
- 2Declare the current sitemap.xml in robots.txt.
- 3Add JSON-LD for the organisation, website, and core entities.
- 4Complete OpenGraph and canonical homepage metadata.
llms.txt tokens4,543
llms-full.txt tokens293,270
ai.txt
sitemap.xml
Google Lighthouse technical profile
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
76
Performance
69
Accessibility
96
Best Practices
80
Technical SEO
67
Agentic Browsing
What these results mean
Mobile performance is 76/100, with the largest visible content block appearing in 4.0 s and the browser main thread blocked for 410 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 69/100, Best Practices 96/100, and technical SEO 80/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
1
Free the main thread and accelerate the first view
Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.
2
Reduce code that loads without helping the page
Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.
3
Optimise images and their loading order
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
4
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
FCP1.7 s
First content
LCP4.0 s
Main content
CLS0
Layout stability
TBT410 ms
Blocking time
SI2.9 s
Visual speed
Metric glossary
- FCP · First content
- When the first text or image appeared on screen.
- LCP · Main content
- When the largest visible element in the first viewport rendered.
- CLS · Layout stability
- How much content shifted unexpectedly while loading; lower is better.
- TBT · Blocking time
- How long the browser main thread could not respond quickly to input.
- SI · Visual speed
- How quickly the visible viewport filled with content.
10/7/2026Lighthouse 13.5.0Mobile profile
AI readiness checks
Machine-readable files, crawler policy, discovery, and homepage markup.
ai.txt
ai.txt file was not found
robots.txt
robots.txt file was not found
Sitemap in robots.txt
Sitemap is not declared in robots.txt
Schema.org (JSON-LD)
Schema.org markup was not found on the homepage
OpenGraph
OpenGraph tags were not found on the homepage
AI bot access
Based on robots.txt analysis
GPTBotNot mentioned
OAI-SearchBotNot mentioned
ChatGPT-UserNot mentioned
Google-ExtendedNot mentioned
ClaudeBotNot mentioned
Claude-SearchBotNot mentioned
Claude-UserNot mentioned
BytespiderNot mentioned
CCBotNot mentioned
PerplexityBotNot mentioned
Perplexity-UserNot mentioned
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[Test Suites](https://docs.inkeep.com/visual-builder/test-suites) - [Environment Configuration](https://docs.inkeep.com/community/contributing/environment-configuration) - [Isolated Development Environments](https://docs.inkeep.com/community/contributing/isolated-environments) - [Working with the manage database (Doltgres)](https://docs.inkeep.com/community/contributing/manage-database) - [Contribute to Inkeep Open Source project](https://docs.inkeep.com/community/contributing/overview) - [Data Layer constraints on Project relationships](https://docs.inkeep.com/community/contributing/project-constraints) - [Spans and Traces](https://docs.inkeep.com/community/contributing/spans) - [A2A](https://docs.inkeep.com/api-reference/a2a) - [Agents](https://docs.inkeep.com/api-reference/agents) - [API Keys](https://docs.inkeep.com/api-reference/api-keys) - [Apps](https://docs.inkeep.com/api-reference/apps) - [Artifact Components](https://docs.inkeep.com/api-reference/artifact-components) - [Auth](https://docs.inkeep.com/api-reference/auth) - 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[Feedback](https://docs.inkeep.com/api-reference/feedback) - [Function Tools](https://docs.inkeep.com/api-reference/function-tools) - [Functions](https://docs.inkeep.com/api-reference/functions) - [GitHub](https://docs.inkeep.com/api-reference/github) - [Improvements](https://docs.inkeep.com/api-reference/improvements) - [Invitations](https://docs.inkeep.com/api-reference/invitations) - [MCP Catalog](https://docs.inkeep.com/api-reference/mcp-catalog) - [MCP](https://docs.inkeep.com/api-reference/mcp) - [OAuth](https://docs.inkeep.com/api-reference/oauth) - [Project Members](https://docs.inkeep.com/api-reference/project-members) - [Project Permissions](https://docs.inkeep.com/api-reference/project-permissions) - [Projects](https://docs.inkeep.com/api-reference/projects) - [Refs](https://docs.inkeep.com/api-reference/refs) - [Scheduled Triggers](https://docs.inkeep.com/api-reference/scheduled-triggers) - [Skills](https://docs.inkeep.com/api-reference/skills) - [Slack](https://docs.inkeep.com/api-reference/slack) - [SubAgents](https://docs.inkeep.com/api-reference/subagents) - [Third-Party MCP Servers](https://docs.inkeep.com/api-reference/third-party-mcp-servers) - [Tools](https://docs.inkeep.com/api-reference/tools) - [Triggers](https://docs.inkeep.com/api-reference/triggers) - [User Profile](https://docs.inkeep.com/api-reference/user-profile) - [User Project Memberships](https://docs.inkeep.com/api-reference/user-project-memberships) - [Users](https://docs.inkeep.com/api-reference/users) - [Webhooks](https://docs.inkeep.com/api-reference/webhooks) - [Work Apps](https://docs.inkeep.com/api-reference/work-apps) - [Workflows](https://docs.inkeep.com/api-reference/workflows) - [Workspaces](https://docs.inkeep.com/api-reference/workspaces) - [Configure Authentication](https://docs.inkeep.com/deployment/authentication) - [Deploy to AWS EC2](https://docs.inkeep.com/deployment/aws-ec2) - [Deploy to Azure VM](https://docs.inkeep.com/deployment/azure-vm) - [Build a Custom Docker Image](https://docs.inkeep.com/deployment/docker-build) - 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[Using the Slack App](https://docs.inkeep.com/talk-to-your-agents/slack/commands) - [Configure Slack Agents](https://docs.inkeep.com/talk-to-your-agents/slack/configuration) - [Install and Set Up the Slack App](https://docs.inkeep.com/talk-to-your-agents/slack/installation) - [Slack MCP Tool](https://docs.inkeep.com/talk-to-your-agents/slack/mcp-tool) - [Slack Work App](https://docs.inkeep.com/talk-to-your-agents/slack/overview) - [Build chat UIs with Vercel AI Elements](https://docs.inkeep.com/talk-to-your-agents/vercel-ai-sdk/ai-elements) - [Use Inkeep agents with Vercel AI SDK](https://docs.inkeep.com/talk-to-your-agents/vercel-ai-sdk/inkeep-provider) - [Create custom UIs using the Vercel AI SDK](https://docs.inkeep.com/talk-to-your-agents/vercel-ai-sdk/use-chat) - [Artifact Components in TypeScript SDK](https://docs.inkeep.com/typescript-sdk/structured-outputs/artifact-components) - [Data Components in TypeScript SDK](https://docs.inkeep.com/typescript-sdk/structured-outputs/data-components) - [Output Contract](https://docs.inkeep.com/typescript-sdk/structured-outputs/output-contract) - [Status Updates](https://docs.inkeep.com/typescript-sdk/structured-outputs/status-updates) - [Triggers Overview](https://docs.inkeep.com/typescript-sdk/triggers/overview) - [Scheduled Triggers in TypeScript SDK](https://docs.inkeep.com/typescript-sdk/triggers/scheduled) - [Webhook Triggers in TypeScript SDK](https://docs.inkeep.com/typescript-sdk/triggers/webhooks) - [Function Tools in TypeScript SDK](https://docs.inkeep.com/typescript-sdk/tools/function-tools) - [Register MCP Servers as Tools](https://docs.inkeep.com/typescript-sdk/tools/mcp-tools) - [Tool Approvals in TypeScript SDK](https://docs.inkeep.com/typescript-sdk/tools/tool-approvals) - [Environment-aware Credentials](https://docs.inkeep.com/typescript-sdk/credentials/env-aware-credentials) - [Use Environment Variables as Credentials](https://docs.inkeep.com/typescript-sdk/credentials/environment-variables) - [Use Keychain for Local Development](https://docs.inkeep.com/typescript-sdk/credentials/keychain) - [Use Nango as a Credential Store](https://docs.inkeep.com/typescript-sdk/credentials/nango) - [Credential Store Options](https://docs.inkeep.com/typescript-sdk/credentials/overview) - [Scheduled Triggers](https://docs.inkeep.com/visual-builder/triggers/scheduled) - [Webhook Triggers](https://docs.inkeep.com/visual-builder/triggers/webhooks) - [Artifact Components in Visual Builder](https://docs.inkeep.com/visual-builder/structured-outputs/artifact-components) - [Data Components in Visual Builder](https://docs.inkeep.com/visual-builder/structured-outputs/data-components) - [Guardrails in Visual Builder](https://docs.inkeep.com/visual-builder/structured-outputs/output-contract) - [Status Components](https://docs.inkeep.com/visual-builder/structured-outputs/status-components) - [Manage Credentials in Visual Builder](https://docs.inkeep.com/visual-builder/tools/credentials) - [Function Tools in Visual Builder](https://docs.inkeep.com/visual-builder/tools/function-tools) - [Register MCP Servers in Visual Builder](https://docs.inkeep.com/visual-builder/tools/mcp-servers) - [Tool approvals in Visual Builder](https://docs.inkeep.com/visual-builder/tools/tool-approvals) - [User-Level vs Project-Level MCP Servers](https://docs.inkeep.com/visual-builder/tools/user-vs-project-mcp) - [Draft into a Notion database](https://docs.inkeep.com/guides/agents/content-writer/draft-into-notion) - [Automate your docs with the Content Writer](https://docs.inkeep.com/guides/agents/content-writer/overview) - [Publish drafts to your Zendesk Help Center](https://docs.inkeep.com/guides/agents/content-writer/publish-to-help-center) - [Review, approve, and publish](https://docs.inkeep.com/guides/agents/content-writer/review-and-publish) - [Send each draft to the right place](https://docs.inkeep.com/guides/agents/content-writer/route-drafts-to-the-right-surface) - [Run it automatically on solved tickets](https://docs.inkeep.com/guides/agents/content-writer/run-it-automatically) - [Add citations to your customer assistant](https://docs.inkeep.com/guides/agents/customer-assistant/citations) - 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[Style Components](https://docs.inkeep.com/talk-to-your-agents/customization/styling) - [Chat Button for Next.js](https://docs.inkeep.com/talk-to-your-agents/nextjs/chat-button) - [Custom Trigger for Next.js](https://docs.inkeep.com/talk-to-your-agents/nextjs/custom-trigger) - [Embedded Chat for Next.js](https://docs.inkeep.com/talk-to-your-agents/nextjs/embedded-chat) - [Add Sidebar Chat to Next.js](https://docs.inkeep.com/talk-to-your-agents/nextjs/side-bar-chat) - [Chat Button](https://docs.inkeep.com/talk-to-your-agents/react/chat-button) - [Custom Trigger](https://docs.inkeep.com/talk-to-your-agents/react/custom-trigger) - [Embedded Chat](https://docs.inkeep.com/talk-to-your-agents/react/embedded-chat) - [Add Sidebar Chat to React](https://docs.inkeep.com/talk-to-your-agents/react/side-bar-chat) - [Chat Button for JavaScript](https://docs.inkeep.com/talk-to-your-agents/javascript/chat-button) - [Custom Trigger for JavaScript](https://docs.inkeep.com/talk-to-your-agents/javascript/custom-trigger) - [Embedded Chat for JavaScript](https://docs.inkeep.com/talk-to-your-agents/javascript/embedded-chat) - [Add Sidebar Chat with JavaScript](https://docs.inkeep.com/talk-to-your-agents/javascript/side-bar-chat) - [Trigger Inkeep agents from Zendesk tickets](https://docs.inkeep.com/visual-builder/triggers/ticketing/zendesk)
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Added 9/28/2026