Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness assessment
Jam Documenation was independently audited by llmsmap. jam.dev currently scores 62/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.
llms.txt is accessible and contains 3,582 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. 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 33/100, Accessibility 84/100, Best Practices 96/100, SEO 92/100, 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.
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
Performance
Accessibility
Best Practices
Technical SEO
Agentic Browsing
Mobile performance is 33/100, with the largest visible content block appearing in 20.8 s and the browser main thread blocked for 1,120 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 84/100, Best Practices 96/100, and technical SEO 92/100. 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.
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.
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.
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
Increase contrast for text, states, and interactive controls so both people and visual agents can distinguish content from actions and supporting labels.
First content
Main content
Layout stability
Blocking time
Visual speed
Machine-readable files, crawler policy, discovery, and homepage markup.
Full version was not found
ai.txt file was not found
1 sitemap found
Schema.org markup was not found on the homepage
OpenGraph tags were not found on the homepage
Based on robots.txt analysis
Declared discovery routes for crawlers and agents.
# Jam Documenation ## Docs - [About](https://jam.dev/docs/about.md): Learn when Jam was founded, who uses Jam, and how to contact the team. - [Access Controls](https://jam.dev/docs/access-controls.md): Set default access for every Jam in your workspace, and adjust visibility on any single Jam when one needs tighter control. - [Administration overview](https://jam.dev/docs/administration-overview.md): Manage workspace members, access, SSO, security, and visibility so every Jam stays in the right hands. - [AI apps](https://jam.dev/docs/ai-apps.md): Capture bugs in your AI app with all the context engineers need to debug prompts, model settings, and unpredictable behavior. - [AI Policy](https://jam.dev/docs/ai-policy.md): See how Jam builds AI features responsibly: what data we use, how we protect it, and how we work with third-party model providers. - [Asana](https://jam.dev/docs/asana.md): Turn every Jam into an Asana task with full technical context. Set workspace, project, and assignee from inside the extension. - [Audit Logs](https://jam.dev/docs/audit-logs.md): Track every access change, membership update, and settings change in your workspace. Essential for security reviews and compliance audits. - [Auto-blur](https://jam.dev/docs/auto-blur.md): Hide sensitive content automatically during Recording Link sessions. Passwords, personal info, and secrets never reach Jam's servers. - [Auto-deploy](https://jam.dev/docs/auto-deploy.md): Install Jam on every browser in your organization automatically using Google Admin Console. No manual setup. - [Azure DevOps](https://jam.dev/docs/azure-devops.md): Turn every Jam into an Azure DevOps work item with full technical context. Set project, type, and priority from inside the extension. - [Binary network data](https://jam.dev/docs/binary-network-data.md): See how Jam handles binary network payloads and what the `[binary: X bytes]` placeholder tells you. - [Browser Support](https://jam.dev/docs/browser-support.md): See which Chromium browsers Jam supports and which features work in each. - [Download extension](https://jam.dev/docs/chrome-webstore.md): Install the Chrome extension from the Chrome Web Store. - [CLI](https://jam.dev/docs/cli.md): Authenticate, read Jam data, and create Jams from your terminal. Built for shell scripts, CI jobs, and AI coding agents. - [ClickUp](https://jam.dev/docs/clickup.md): Turn every Jam into a ClickUp task with full technical context. Set workspace, folder, and list fields from inside the extension. - [Company overview](https://jam.dev/docs/company-overview.md): Read Jam's company story, mission, values, AI policy, and security commitments. - [Configuration](https://jam.dev/docs/configuration-overview.md): Configure the Jam SDK, Recording Links, browser access, and debugging defaults for the way your workspace captures bugs. - [Connect your apps](https://jam.dev/docs/connect-your-apps.md): Connect Jam to your support desks and monitoring platforms or send Jams straight to your project management tools and AI agents. No copy-pasting, no lost context. - [Creating a Jam](https://jam.dev/docs/creating-a-jam.md): Install the Chrome extension or iOS app and share your first bug report in seconds. Every report includes console logs, network requests, and device info. - [Custom logs](https://jam.dev/docs/custom-logs.md): Attach live debug data like user IDs, app state, and feature flags to every Jam automatically with `jam.metadata()`. - [Connect your domain](https://jam.dev/docs/custom-recording-domain.md): Connect your own domain to Recording Links so console logs and network requests get captured from every customer recording. - [Delete your account](https://jam.dev/docs/delete-account.md): Delete your Jam account from Settings and see what happens to your Jams, workspaces, comments, and subscriptions before you confirm. - [Desktop Recording](https://jam.dev/docs/desktop-recording.md): Record across multiple tabs and windows to show bugs that span more than a single page. - [DevTools](https://jam.dev/docs/devtools.md): Inspect console logs, network requests, user events, and device info inside every Jam. The same toolkit engineers use in the browser. - [Figma](https://jam.dev/docs/figma.md): Embed Figma designs next to every Jam. Engineers compare the intended design against the actual bug without switching tabs. - [Fin AI Agent](https://jam.dev/docs/fin-ai-setup.md): Add Jam as a step inside your Fin AI workflow so customers submit a recording automatically at the right moment. - [Fin (fka Intercom)](https://jam.dev/docs/fin-intercom-setup.md): Request screen recordings from customers inside Fin conversations and get the full technical context back in the thread. - [Request Customer Screen Recordings from Freshdesk](https://jam.dev/docs/freshdesk.md): Request screen recordings from customers inside Freshdesk tickets and keep each Jam tied to the original conversation. - [FullStory](https://jam.dev/docs/fullstory.md): Link FullStory session recordings to your Jams automatically. Engineers get both the capture and the full user session. - [GitHub](https://jam.dev/docs/github.md): Turn every Jam into a GitHub Issue with full technical context. Set repo, assignees, and labels from inside the extension. - [GitLab](https://jam.dev/docs/gitlab.md): Turn every Jam into a GitLab issue with full technical context. Set project, labels, and milestones from inside the extension. - [GraphQL](https://jam.dev/docs/graphql.md): Spot GraphQL errors and operation names in the DevTools panel. Jam shows them automatically, even when the request returns a 200. - [Request Customer Screen Recordings from HubSpot](https://jam.dev/docs/hubspot.md): Request screen recordings from customers inside HubSpot conversations and keep each Jam tied to the original thread. - [Ignore logs](https://jam.dev/docs/ignore-logs.md): Filter Jam's own scripts out of your browser console so you see only your app's logs when debugging. - [Incognito Sessions](https://jam.dev/docs/incognito.md): Enable Jam in incognito or private browsing to capture bugs without leaving a trace in your main session. - [Jam docs](https://jam.dev/docs/index.md): Capture better bug reports with Jam. Start with setup, recording, Recording Links, and your core debugging workflow. - [Instant Replay](https://jam.dev/docs/instant-replay.md): Capture bugs the moment they happen. Instant Replay rewinds the last 2 minutes of activity so you never have to reproduce the issue. - [Instant Replay Performance](https://jam.dev/docs/instant-replay-performance.md): See how Instant Replay protects browser performance and when to turn off auto-disable on specific sites. - [Instant Replay Privacy](https://jam.dev/docs/instant-replay-privacy.md): See how Instant Replay keeps your data private, and how to turn it off for specific sites or your whole workspace. - [Integrations overview](https://jam.dev/docs/integrations-overview.md): Connect Jam to issue trackers, support tools, AI agents, webhooks, and error trackers so every report reaches the right workflow. - [Fin (fka Intercom)](https://jam.dev/docs/intercom.md): Request screen recordings from customers inside Intercom conversations and get the full technical context back in the thread. - [Getting Started](https://jam.dev/docs/introduction.md): Capture bugs with the context engineers need. Start with the Chrome extension, Recording Links, and core debugging tools. - [Jam for iOS](https://jam.dev/docs/ios.md): Capture dev-ready mobile bug reports from your iPhone or iPad and send them straight to your issue tracker. - [Setting Up Logging in iOS](https://jam.dev/docs/ios-logging.md): Send your iOS app's log events to Jam with the JamLog framework so every bug report carries your app's context. - [iOS Shortcuts for Jam](https://jam.dev/docs/ios-shortcuts.md): Start a Jam recording from anywhere on your iPhone using Control Center, Siri, widgets, or the Action Button. - [Enabling Taps and Gestures on iOS Screen Recording](https://jam.dev/docs/ios-taps-gestures.md): Show taps and gestures in your iOS recordings so engineers can follow exactly what you did. - [AI](https://jam.dev/docs/jam-ai.md): Generate titles and repro steps automatically so every Jam turns into a ready-to-ship ticket. - [MCP](https://jam.dev/docs/jam-mcp.md): Pipe Jam bug context into Claude, Cursor, VS Code, and other AI coding tools. Your agent goes from bug to fix without copy-pasting. - [Jira](https://jam.dev/docs/jira.md): Turn every Jam into a fully loaded Jira issue. Console logs, network requests, and device info are attached automatically. - [Request a Jam from Jira Service Management Tickets](https://jam.dev/docs/jira-service-desk.md): Request screen recordings from reporters inside Jira Service Management and link each Jam back to the service request. - [Keyboard Shortcuts](https://jam.dev/docs/keyboard-shortcuts.md): Trigger screenshots, tab recordings, and Instant Replay from your keyboard. Customize any shortcut to fit your workflow. - [Linear](https://jam.dev/docs/linear.md): Turn every Jam into a Linear issue with full technical context. Set assignees, labels, and priority without leaving the extension. - [Local files](https://jam.dev/docs/local-files.md): Annotate and share feedback on local JPGs, PDFs, and HTML files opened in your browser without uploading them first. - [LogRocket](https://jam.dev/docs/logrocket.md): Link LogRocket session replays to your Jams automatically. Engineers get both the capture and the full user session. - [/jam command on MacOS](https://jam.dev/docs/macos-shortcut.md): Share a Recording Link from anywhere on your Mac by typing `/jam`. No dashboard, no copy-paste. - [Members and Roles](https://jam.dev/docs/members-and-roles.md): Assign Viewer, Creator, and Admin seats so your team gets the right level of access. Your bill reflects only the paid seats you use. - [Mission](https://jam.dev/docs/mission.md): Read Jam's mission to make bugs faster to capture, understand, and fix with humans and AI. - [Mobile Inspector](https://jam.dev/docs/mobile-inspector.md): Pair Jam with your browser's mobile inspector to catch responsive layout bugs with device details attached. - [Network req/resp bodies](https://jam.dev/docs/network-bodies.md): See when Jam captures request and response bodies, and the edge cases where bodies might be missing. - [Notion](https://jam.dev/docs/notion.md): Turn every Jam into a Notion database entry with full technical context. Fill in custom properties from inside the extension. - [Personal Access Tokens](https://jam.dev/docs/personal-access-tokens.md): Create personal access tokens to authenticate MCP clients without the OAuth browser flow. Built for headless environments and CI pipelines. - [Pricing](https://jam.dev/docs/pricing.md): Compare Jam plans and choose the right plan for your workspace. - [Creating a Recording Link](https://jam.dev/docs/recording-link.md): Collect screen recordings from anyone using a single shareable URL. No extension, no account, no downloads. - [Recording Links](https://jam.dev/docs/recording-links.md): Share one URL to collect screen recordings and technical context from anyone. No install, no account, no downloads on their end. - [Site access](https://jam.dev/docs/run-on-some-websites.md): Limit the Jam extension to specific sites so you only capture bugs where you want to. - [Screenshot](https://jam.dev/docs/screenshot.md): Capture full-page or cropped screenshots with console logs, network requests, and device info attached. Engineers get everything they need to fix the bug. - [Secrets](https://jam.dev/docs/secrets.md): See how Jam strips tokens, cookies, and personal info from network requests before they leave your browser. - [Security](https://jam.dev/docs/security.md): See how Jam keeps your data safe: SOC 2 Type II compliance, AES-256 encryption, automatic blurring, SSO, and audit logs. - [Sentry](https://jam.dev/docs/sentry.md): See Sentry backend errors and logs alongside your Jam captures. Trace bugs from the frontend all the way through your stack. - [Request a Jam from ServiceNow Incidents and Requests](https://jam.dev/docs/servicenow.md): Request screen recordings from users inside ServiceNow and link each Jam back to the incident or service request. - [Slack](https://jam.dev/docs/slack.md): Send Jams to any Slack channel with rich previews and inline debug timelines. Engineers start debugging without leaving the chat. - [SSO](https://jam.dev/docs/sso.md): Connect your identity provider for single sign-on and automatic workspace management. Access stays centralized and manual work stays low. - [Support](https://jam.dev/docs/support.md): Get help with Jam setup, captures, integrations, and account questions. - [Values](https://jam.dev/docs/values.md): Read the values that guide how Jam builds with customers, ships, and keeps software simple. - [Video Screen Recording](https://jam.dev/docs/video.md): Record a browser tab, window, or full desktop with console logs and network requests bundled in. Show the bug instead of typing it out. - [Video Annotations](https://jam.dev/docs/video-annotations.md): Draw on screen during a recording to point out exactly what's broken. - [Video Blur](https://jam.dev/docs/video-blur.md): Hide passwords, personal info, and other sensitive content before you share a recording. - [Get Started With Webhooks](https://jam.dev/docs/webhooks.md): Send Jam events to your own HTTPS endpoint, Zapier workflow, or n8n automation when a new Jam is created. - [Webhooks Workflows](https://jam.dev/docs/webhooks-workflows.md) - [Website](https://jam.dev/docs/website.md): Open the main jam.dev website for product details, customers, and resources. - [Workspace Setup](https://jam.dev/docs/workspace-setup.md): Set up a shared workspace so your whole team can capture, organize, and route bugs to the tools you already use. - [Workspace Visibility](https://jam.dev/docs/workspace-visibility.md): Let colleagues with your company email discover and join your Jam workspace automatically. Onboarding new members takes no manual invites. - [Request Customer Screen Recordings from Zendesk](https://jam.dev/docs/zendesk.md): Request screen recordings from customers inside Zendesk tickets and link each Jam back to the original support thread.