What is Generative Engine Optimization (GEO)?

Generative Engine Optimization is the practice of structuring a website so AI systems like ChatGPT, Claude, and Perplexity can read, understand, and cite it. The AI-era analogue of SEO.

What does CiteLens check?

CiteLens scores six categories: content clarity, structured data, semantic structure, entity definition, llms.txt presence, and factual density.

Yes. Paste any public URL for a free instant audit. No login is required.

rankquest.app scored 51/100 for AI readability

51/100

AI Readability Score

rankquest.app

Ahead of 65% of sites

Missing

rankquest.app 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

72/100Good

AI analysis · The page uses direct, imperative language and avoids heavy jargon, making its core value proposition ('one decision, not dashboards') consistently parseable by an LLM, though some sections repeat marketing slogans rather than adding substantive information.

Replace repeated tagline variations ('Stop wondering what to do next', 'Know what matters → Fix it → Repeat') with distinct, informative sentences that explain specific mechanisms of the judgment engine.

Structured data

40/100Needs work

Automated check · Found 0 JSON-LD block(s) and 5 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

80/100Good

Automated check · 36 heading(s), 3 H1, 8 list(s).

The page has 3 <h1> elements — use exactly one <h1> and demote the rest to <h2>/<h3> for a clear hierarchy.

Entity definition

68/100Needs work

AI analysis · The page establishes that RankQuest is an SEO decision-automation tool for founders and lean teams, but never clearly states what type of software it is (SaaS, web app), how it technically works, or who built it beyond a passing mention of 'Yannis Raft'.

Add a single explicit definition sentence near the top, e.g., 'RankQuest is a subscription SaaS application that connects to your Google Search Console, PageSpeed Insights, and DataForSEO data to automatically surface and prioritize one SEO fix at a time.'

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

45/100Needs work

AI analysis · The page includes some concrete specifics (pricing at $49/month and $129/month, 7-day free trial, three named data sources, launch community awards) but lacks stats, case studies, user numbers, or cited outcomes that an AI could quote as evidence.

Add at least one outcome-based statistic, e.g., 'Users resolve their first SEO decision within X days on average' or 'RankQuest has processed X decisions across Y sites', to give AI systems citable proof points.

Shareable card

AI Readability

51/100

AI Readability Score

rankquest.app

Get your free score at citelens.dev

Top Issues

llms.txt presence

Structured data

Factual density

Ahead of 65% of sites

citelens.devFree audit →

This is rankquest.app's score. How does your site compare?

Paste your URL for a free audit in 30 seconds.