Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 8/28/2026Public technical data
Overall AI readiness assessment
How ready yacinezahidi.com is for AI systems
Yacine Zahidi (yacinezahidi.com) received an AI-readiness score of 84/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was not found, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 80%; Schema.org types included Person and 11 OpenGraph tags were detected. Results reflect the public site response observed on 2026-08-28T03:08:07.524Z.
Audit context
llms.txt is accessible and contains 1,226 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. The homepage exposes Schema.org types Person; 11 OpenGraph tags were found and markup completeness is 80%.
The mobile Lighthouse profile adds Performance 91/100, Accessibility 100/100, 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
- Schema.org: Person
- Complete social metadata
- Strong Google agentic signals
Priority improvements
- 1Add llms-full.txt for richer first-party context.
llms.txt tokens1,226
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.
91
Performance
100
Accessibility
96
Best Practices
100
Technical SEO
100
Agentic Browsing
What these results mean
The mobile page renders efficiently; its largest visible content block appeared in 3.5 s.
Accessibility scored 100/100, 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.
FCP0.9 s
First content
LCP3.5 s
Main content
CLS0
Layout stability
TBT50 ms
Blocking time
SI2.0 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.
8/28/2026Lighthouse 13.4.1Mobile 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
llms.txt in robots.txt
References: Allow: /llms.txt
Schema.org (JSON-LD)
Types: Person
OpenGraph80%
11 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:titleYacine Zahidi - Machine Learning Engineer & Entrepreneurog:descriptionML Engineer and Entrepreneur building ambitious AI systems from prototype to production scale.og:urlhttps://yacinezahidi.comog:site_nameYacine Zahidiog:localeen_USog:image:typeimage/pngog:image:width1200og:image:height630og:image:altYacine Zahidi — Machine Learning Engineer and Indie Entrepreneur. Homepage showing the portfolio index.
og:typewebsiteSchema.org markup
Structured entities and properties exposed on the homepage.
Person
nameYacine Zahidiurlhttps://yacinezahidi.comdescriptionML Engineer and Entrepreneur building ambitious AI systems from prototype to production scale.sameAs# Yacine Zahidi > ML Engineer and Entrepreneur building ambitious AI systems from prototype to production scale. Machine Learning Engineer at Orange since 2019, working on agents, LLM systems, retrieval, optimisation and asynchronous pipelines. Alongside that, ships and runs a set of independent products. Based in Paris, France. Site: https://yacinezahidi.com --- ## Projects - [SprintOS](https://yacinezahidi.com/projects/sprintos) — AI consulting and development helping French SMEs deploy AI in production. A five-step method with 240+ documented use cases by sector. Live at https://sprintos.co - [AlerteDecret.fr](https://yacinezahidi.com/projects/alertedecret-fr) — Monitors the French Journal Officiel and notifies subscribers the moment their naturalisation decree is published. Live at https://alertedecret.fr - [NoteMuse](https://yacinezahidi.com/projects/notemuse) — Turns voice memos into summarised, structured notes using AI. Live at https://notemuse.co - [PostForge](https://yacinezahidi.com/projects/postforge) — AI publishing platform that turns scattered creator content (YouTube, newsletters, tweets, blog posts, Notion) into coherent chapters with outlines and PDF/EPUB export. Live at https://postforge.co - [TiltShot](https://yacinezahidi.com/projects/tiltshot) — Creates 3D tilted perspective mockups from any screenshot. Live at https://tiltshot.co - [CV Craft](https://yacinezahidi.com/projects/cv-craft) — Visual CV builder with real-time rendering and PDF export. Live at https://cvcraft.yacinezahidi.com - [InvoiceFast](https://yacinezahidi.com/projects/invoice-fast) — Zero-backend invoice generator in plain HTML and vanilla JavaScript; runs entirely in the browser. Live at https://www.invoicefast.ink - [Findings from the Bambara–French Machine Translation Competition (BFMT 2023)](https://yacinezahidi.com/projects/findings-from-the-bambara-french-machine-translation-competition-bfmt-2023) — Paper on a low-resource MT competition hosted by Orange Silicon Valley. Published at https://aclanthology.org/2023.loresmt-1.9/ Full list: https://yacinezahidi.com/projects --- ## Writing - [How To Be Dangerous](https://yacinezahidi.com/blog/how-to-be-dangerous) — On why capability, not harmlessness, is the prerequisite for being good. - [The Unspoken Gaps On The Road To AGI](https://yacinezahidi.com/blog/unspoken-gaps) — On what current AI is still missing: adaptation, memory, and the ability to persist without us. Full list: https://yacinezahidi.com/blog --- ## Video - [Scrape Reddit In Less than 20 min](https://yacinezahidi.com/videos/scrape-reddit-in-less-than-20-min) — Building a custom Reddit scraper after the API closed. - [This Is How I Deploy My Apps In Under 15 Minutes](https://yacinezahidi.com/videos/this-is-how-i-deploy-my-apps-in-under-15-minutes) — End-to-end workflow from prototype to deployed app. Full list: https://yacinezahidi.com/videos --- ## Elsewhere - GitHub: https://github.com/ell-hol - LinkedIn: https://www.linkedin.com/in/yacinezahidi/ - YouTube: https://www.youtube.com/@BuildWithFlipside - X: https://x.com/flipsidehacker - Email: yacine.zahidi@gmail.com --- `author: Yacine Zahidi` `keywords: machine learning engineering, LLM systems, AI agents, retrieval, asynchronous pipelines, indie products` `license: © 2026 Yacine Zahidi, all rights reserved` `version: 2.0.0` `last-updated: 2026-08-11`
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Added 8/28/2026