New: @citelens/middleware. Native llms.txt for Next.js in two commands.
50/100

AI Readability Score

freudix.studio

Ahead of 65% of sites

Missing

freudix.studio has no llms.txt

It's the single highest-impact AI-readability fix. Typically an 8 to 12 point lift. We'll generate a production-ready file for this domain in one click.

Pro includes it

You're seeing the top fix per category.

The full report has every recommendation, ranked by impact.

Free. No password. Instant access.

Content clarity

62/100Needs work

AI analysis · The page lists tools with brief labels and example data points, but relies heavily on navigation fragments, French-language shorthand, and marketing phrasing rather than coherent explanatory prose an LLM can reliably parse and quote.

Replace the navigation dump at the top (e.g., 'SEO Les bases du SEO Local SEO Programmatic SEO…') with structured, sentence-level descriptions of what Freudix Studio is and does, so an LLM can extract a clear definition without disambiguating nav items from content.

Structured data

40/100Needs work

Automated check · Found 0 JSON-LD block(s) and 4 OpenGraph tag(s).

Add JSON-LD structured data (schema.org) describing the page — e.g. Organization, Product, Article, or FAQPage — so AI systems can extract entities reliably.

Semantic structure

73/100Good

Automated check · 4 heading(s), 1 H1, 0 list(s).

Use bulleted or numbered lists for steps, features, and specs — they are highly citable by LLMs.

Entity definition

55/100Needs work

AI analysis · The site establishes that Freudix Studio is a French-language SEO and business toolbox, but never clearly states who the intended user is, what business model underlies 'gratuits,' or how the platform differs from competitors.

Add an explicit 'About' paragraph on the homepage stating: 'Freudix Studio is a free online platform designed for French-speaking SEO practitioners, affiliate marketers, and web entrepreneurs, offering 15 tools including keyword research, affiliate program discovery, and backlink spotting.'

llms.txt presence

0/100Missing

Automated check · No /llms.txt file found at the domain root.

Create an /llms.txt at your domain root — the emerging standard for giving AI systems a curated, markdown map of your most important content.

Factual density

68/100Needs work

AI analysis · The page contains several concrete numbers (1,737 affiliate programs, 1,620 APIs, 198 datasets, 215 Claude Skills, 154 agents, 11 audit modules) but lacks sourcing, dates, methodology notes, or comparative benchmarks that would make these figures independently citable.

Attribute the keyword volume data explicitly — e.g., 'Volume data sourced from DataForSEO (updated daily)' — so AI systems and users can assess credibility rather than treating the numbers as unverified claims.

Shareable card

CL
AI Readability
50/100
AI Readability Score
freudix.studio
Get your free score at citelens.dev
Top Issues
llms.txt presence
0
Structured data
40
Entity definition
55
Ahead of 65% of sites
citelens.devFree audit →

This is freudix.studio's score. How does your site compare?

Paste your URL for a free audit in 30 seconds.

freudix.studio scored 50/100 for AI readability