Overall AI readiness score
A combined result across all audit signals.
Average
AI readiness audit: 7/21/2026Public technical data
Overall AI readiness assessment
How ready developer.understory.io is for AI systems
Understory - Powering Experience Developers and Makers was independently audited by llmsmap. developer.understory.io currently scores 67/100 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.
Audit context
llms.txt is accessible and contains 448 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 69/100, Accessibility 93/100, Best Practices 96/100, SEO 100/100, and experimental Agentic Browsing 100/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
Confirmed strengths
- Accessible llms.txt
- 1 sitemap declaration
- Strong Google agentic signals
Priority improvements
- 1Add llms-full.txt for richer first-party context.
- 2Add JSON-LD for the organisation, website, and core entities.
- 3Complete OpenGraph and canonical homepage metadata.
- 4Reduce mobile rendering delay and main-thread work.
llms.txt tokens448
llms-full.txt tokens—
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.
69
Performance
93
Accessibility
96
Best Practices
100
Technical SEO
100
Agentic Browsing
What these results mean
Mobile performance is 69/100, with the largest visible content block appearing in 2.7 s and the browser main thread blocked for 1,080 ms. Layout shift was 0.001. 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 93/100, Best Practices 96/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 100/100. 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.
FCP2.7 s
First content
LCP2.7 s
Main content
CLS0.001
Layout stability
TBT1,080 ms
Blocking time
SI2.7 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.
7/21/2026Lighthouse 13.4.0Mobile profile
AI readiness checks
Machine-readable files, crawler policy, discovery, and homepage markup.
llms-full.txt
Full version was not found
ai.txt
ai.txt file was not found
Sitemap in robots.txt1
1 sitemap found
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
Sitemaps
Declared discovery routes for crawlers and agents.
# Understory - Powering Experience Developers and Makers > Understory is the only tool you need to sell experiences. To create, manage and grow your experience business with APIs. ## Table of contents - [Errors](https://developer.understory.io/docs/usage/errors.md) - [Rate limits](https://developer.understory.io/docs/usage/rate-limits.md) - [Localization](https://developer.understory.io/docs/usage/localization.md) - [Changelog](https://developer.understory.io/docs/changelog.md) - [API Versioning](https://developer.understory.io/docs/about/api-versioning.md) - [Breaking changes](https://developer.understory.io/docs/about/breaking-changes.md) - [About the API](https://developer.understory.io/docs/about.md) - [OpenAPI Description](https://developer.understory.io/docs/about/openapi-description.md) - [Quickstart](https://developer.understory.io/docs/quickstart.md) - [Testing](https://developer.understory.io/docs/usage/testing.md) - [Authenticating with internal integration keys](https://developer.understory.io/docs/usage/authentication/integration-keys.md) - [Using the API](https://developer.understory.io/docs/usage.md) - [Checkout deep linking](https://developer.understory.io/docs/website-integration/checkout-deep-linking.md) - [Authentication](https://developer.understory.io/docs/usage/authentication.md) - [Overview](https://developer.understory.io/docs.md) - [Third-Party Integrations](https://developer.understory.io/docs/usage/authentication/third-party-integrations.md) - [Pagination](https://developer.understory.io/docs/usage/pagination.md) - [Webhooks](https://developer.understory.io/docs/usage/webhooks.md) - [Writer tools](https://developer.understory.io/docs/writers-show.md) - [Understory API](https://developer.understory.io/apis.md)
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Added 7/19/2026