Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 7/21/2026Public technical data
Overall AI readiness assessment
How ready withframes.com is for AI systems
Frames was independently audited by llmsmap. withframes.com currently scores 80/100 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 756 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. 7 OpenGraph tags were found and markup completeness is 60%, leaving more entity interpretation to crawlers.
The mobile Lighthouse profile adds Performance 100/100, Accessibility 100/100, Best Practices 100/100, 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.
llms.txt tokens756
llms-full.txt tokens37,770
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.
100
Performance
100
Accessibility
100
Best Practices
100
Technical SEO
100
Agentic Browsing
What these results mean
The mobile page renders efficiently; its largest visible content block appeared in 1.2 s.
Accessibility scored 100/100, Best Practices 100/100, 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
Optimise images and their loading order
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
2
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
FCP0.8 s
First content
LCP1.2 s
Main content
CLS0
Layout stability
TBT0 ms
Blocking time
SI0.8 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
OpenGraph60%
7 OG tags found
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.
OpenGraph tags
Social preview metadata found on the homepage.
og:typewebsiteog:site_nameFramesog:titleFrames: Film Photography Notebook App for Analog Shootersog:descriptionTrack film camera settings with precision. Organize film rolls, log shots, and embed EXIF metadata into scans. Analog photography notebook app for iPhone & Mac.og:urlhttps://withframes.com/og:localeen_US# Frames > Frames is a privacy-first photography companion app for iOS and macOS, designed for film photographers to log, archive, and analyze their photography process with precision. Frames empowers users to track rolls, lenses, exposure settings, and location metadata while maintaining full control over their personal data. From film experiments to metadata analysis, Frames helps photographers optimize their workflow, gain insights from past rolls, and make informed creative decisions. The app integrates structured logging, mapping, and metadata reintegration to create a complete analog photography experience. ## Features * **Roll & Frame Management**: organize exposures by camera, film type, and session. * **Shutter Speed & Aperture Tracking**: customizable sequences and precise metadata logging. * **Lens & Camera Metadata**: full support for lenses, cameras, focal lengths, and EXIF integration. * **Location Mapping**: record photo locations with maps and smooth gesture support. * **Export & Integration**: metadata reintegration into scanned images (JPEG, TIFF & DNG) for workflow optimization. ## Languages supported English, Dutch, French, German, Hindi, Italian, Japanese, Korean, Polish, Portuguese, Russian, Simplified Chinese, Spanish, Swedish, Thai, Turkish ## Main Navigation Links - [Deutsch](https://withframes.com/de/) - [English](https://withframes.com/) - [Español](https://withframes.com/es/) - [Français](https://withframes.com/fr/) - [हिन्दी](https://withframes.com/hi/) - [Italiano](https://withframes.com/it/) - [日本語](https://withframes.com/ja/) - [한국어](https://withframes.com/ko/) - [Nederlands](https://withframes.com/nl/) - [Polski](https://withframes.com/pl/) - [Português](https://withframes.com/pt/) - [Русский](https://withframes.com/ru/) - [Svenska](https://withframes.com/sv/) - [ภาษาไทย](https://withframes.com/th/) - [Türkçe](https://withframes.com/tr/) - [简体中文](https://withframes.com/zh/) ## Sitemap [https://withframes.com/sitemap.xml](https://withframes.com/sitemap.xml) ## Bot Access Policy Frames’ preferences for AI/LLM access, training, and content usage: * **User-agent: gptbot** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: claudebot** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: google-extended** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: perplexitybot** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: neevabot** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: youbot** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: ccbot** (Common Crawl) Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: duckduckbot** (DuckDuckGo AI) Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: yandexbot** Allow‑Training: yes Allow‑Retrieval: yes * **User-agent: archive.org\_bot** Allow‑Training: yes Allow‑Retrieval: yes ### Default Rule for Unspecified or Future Bots * \*\*User‑agent: \*\*\* Allow‑Training: yes Allow‑Retrieval: yes
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Added 7/19/2026