How it works

From URL to ranked fix list in 60 seconds

AEOlens crawls your page, runs 48 structural checks across five AI models, and returns a 0–100 score plus an ordered implementation list. The output tells you exactly what to change and why it moves the number.

The process

Three steps to citation clarity

01
1Step 01

Paste your URL

AEOlens crawls your page using both static HTML and a rendered browser to capture server-side and client-side content accurately.

The crawl checks what is visible in raw HTML before JavaScript runs, then compares it to the rendered page so hidden value propositions, client-only headings, and missing semantic structure can be identified reliably.

02
2Step 02

Get your AEO score

48 structural checks run in under 60 seconds. Each check is scored by its measured impact on citation probability across 5 AI models.

The score combines content, schema, technical, and structural signals into a 0–100 rating. You can see which checks failed, how many points were lost, and which AI models benefit when each issue is fixed.

03
3Step 03

Implement the fix list

Fixes are ordered by impact. Each item includes the exact code to add, which AI models it helps, and estimated point gain. Copy-paste ready.

Instead of a generic dashboard, AEOlens returns exact implementation guidance: structured data blocks, robots.txt updates, copy rewrites, and markup changes mapped to the checks that raised or lowered your score.

Crawl layer

What the crawler captures

The crawler inspects both raw HTML and the fully rendered page. This lets AEOlens detect whether your value proposition only appears after JavaScript, whether headings are missing from server-rendered HTML, and whether semantic structure survives hydration.

Machine-readable context is also checked: FAQ schema, Open Graph tags, canonical tags, robots.txt directives, llms.txt presence, and visible freshness signals such as update dates.

Static HTML + rendered comparison
robots.txt + llms.txt inspection
FAQ and structured data extraction
Semantic structure validation
Scoring model

How the score is calculated

Each check contributes points based on its measured impact on citation readiness. Missing FAQ schema, blocked AI crawlers, buried value propositions, or weak answer structure cost more because they block extraction directly.

The final AEO score is a 0–100 summary normalised from 207 total possible raw points. AEOlens also shows which AI models are helped by each fix so teams can prioritise the highest-return changes first.

0 — Poor50 — Fair80+ — Strong
avg 52
Score distribution across audited URLs
Output

What you receive after the audit

AEO Score
0–100

A single score showing citation readiness today, calculated from 207 raw points across 48 checks.

Failed checks
48

Every check that cost points, with the reason behind each result and which AI models are affected.

Fix list
Ranked

Ordered implementation guidance with exact code, AI model impact, and estimated score gain per fix.

Start now

See every check before you scan

Review the exact content, schema, technical, and structural signals AEOlens scores across all 48 checks.

Review all 48 checks
Pricing

Compare plans before you scale

Start with the free scan, then move to Starter, Growth, or Agency when you need more pages, richer exports, and broader coverage.

Compare pricing