QueryLanternQueryLantern
Free SEO, AEO and GEO audit

See how ready your site is for search, answer engines, and AI discovery.

Run a real page audit in seconds. Get a first-pass score that shows how ready your site is to rank, get cited, and show up in AI answers.

10-point scoreSEO AEO GEO section scoresPrioritized quick wins
In short. QueryLantern checks whether a page is crawlable, understandable, extractable, and reusable. The free audit stays fast and focused. The full audit goes deeper with more pages, stronger evidence, and clearer prioritization.
SEO
How easy your site is to crawl, understand, and rank.
AEO
How clearly your pages answer likely questions and support answer engines.
GEO
How ready your site is for AI discovery, citation, and machine-readable context.
Method

A score you can defend and still sell

The free score is intentionally lighter than a premium audit, but it still comes from a real engine, not from a fake vanity grade.

It reflects crawlability, structure, internal linking, metadata, answer clarity, and machine-readable signals instead of trying to impress with vague AI language.

Red flags such as noindex or a globally blocked crawl stop the score from looking better than the page actually deserves.

What the audit checks

Built to be useful, not just impressive

Crawlability and access
Whether the page can be reached, rendered, and understood by search systems.
Page structure and hierarchy
Titles, headings, canonical signals, and the overall page skeleton.
Internal linking signals
How clearly the page is connected to the rest of the site.
Metadata and page clarity
The signals that help engines understand what the page is about.
Answer-friendly content patterns
Whether the content is easy to extract, quote, and reuse in answers.
Machine-readable visibility signals
Schema, robots rules, and AI crawler access where detectable.
Real audit snapshot

A recent run on thecryptomath.com

QueryLantern surfaced a strong technical SEO base, but weaker answer-ready structure and only partial AI citation signals. This is the kind of signal split the free audit is meant to expose fast.

Page audited
thecryptomath.com
7.3
out of 10
Good foundation

The technical base was clean, but answer extraction and AI reuse signals were noticeably weaker.

SEO
10.0

Clean crawl, metadata, schema, and indexability signals on the tested page.

AEO
4.7

Weak short-answer structure, missing FAQ logic, and thin reusable answer blocks.

GEO
6.3

Usable AI access, but incomplete machine-readable context and citation readiness.

What the real audit surfaced
Main blocker. The page lacked a clearly retrievable short answer near the top.
Question-answer structure stayed weak. No clear FAQ logic was detected on the tested page.
The free audit still found a usable technical base. Title, metadata, canonical, indexability, sitemap, and schema signals were clean.
Fastest next wins. Add reusable short-answer blocks, tighten question-answer structure, and strengthen machine-readable context for AI reuse.
Based on a recent QueryLantern run on a public page. Scores can change as the page changes.
FAQ

Straight answers before you run the check

What does the free audit check?

The free audit reviews crawlability, page structure, metadata, internal linking, answer readiness, and basic machine-readable signals on the submitted page.

Does the free audit crawl my whole site?

No. The free version stays intentionally light so it remains fast and useful. The full audit is where multi-page crawling, deeper prioritization, and broader analysis happen.

What is the full audit?

The full audit is a deeper review delivered as a written audit. It expands the same scoring logic across more pages, adds stronger evidence and prioritization, and turns the first signal into a clearer action plan. Pricing starts from €290.

Why combine SEO, AEO, and GEO in one score?

Because visibility no longer depends on rankings alone. A page also needs to be understandable, answer-friendly, and easy for AI systems to interpret and reuse.

Do I need special AI markup to perform well?

No. Strong structure, crawl access, internal linking, clear answers, useful metadata, and visible evidence matter more than any supposed magic AI-only file.

Who is this for?

Founders, marketers, SEO teams, and consultants who want a fast read on whether a site is ready for search visibility and AI discovery.