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Market/Categories/Marketing & Sales/AEO lite

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

AEO litemaciejturek.com

AEO Lite evaluates your URL for AI readiness and offers a tailored plan to enhance your content's visibility.

Marketing & Salesmaciejturek.comTracked since 2026-08-211 discovery source
837Backlinks
114Referring domains
23Domain authority
+13.3%Referring domains · 90 days

Authority & distribution

How strong is AEO lite’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

837Current snapshot

Referring domains

114Current snapshot

Authority

23Domain authority · category median 22

90-day move

+13.3%Referring domains, last 90 days
At 23, AEO lite sits above the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

Traffic & engagement

Where AEO lite ranks

Measured · Pro

Measured for this product: global rank and country rank.

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AI referral visibility

Which AI assistants are already sending AEO lite traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What AEO lite is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“AEO lite”

AEO Lite evaluates your URL for AI readiness and offers a tailored plan to enhance your content's visibility.

Marketing & SalesSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://maciejturek.com/tools/aeo-lite.html

Observed across 1 discovery source.

Research questions

What the evidence answers about AEO lite.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does AEO Lite do?

AEO Lite is a free tool that evaluates a web page's URL for AI readiness and provides an answer-engine score. It analyzes your page's HTML and JSON-LD across six on-page categories—schema, structure, entities, and crawlability—to produce a total score out of 100 points. The tool is designed to diagnose what answer engines can read from your content.

What features and scoring categories does AEO Lite offer?

AEO Lite offers a 100-point score across six scoring buckets: Answer Readiness (25 pts), Schema Essentials (20 pts), Entity & Links (15 pts), FAQ/HowTo Surfaceability (15 pts), Tech Basics (15 pts), and Trust & Author (10 pts). It provides a tailored fix plan by email and checks for hard-fail rules like noindex or insufficient content.

How is AEO Lite priced?

AEO Lite is a free tool for your first check. The homepage meta description explicitly states 'No signup for your first check,' indicating no cost or registration is required for the initial use.

How much search demand does AEO Lite have, and what do people search to find it?

Measured traffic data shows that AEO Lite has very low search demand, with the median AI traffic visits for products in its category being 0.0. The product itself is not found through significant search queries based on the available evidence.

How does AEO Lite compare to the median product in its category?

In its Marketing & Sales category, which contains 3,657 products, AEO Lite's domain has a lower authority than the median. The median domain authority for the category is 22.

Who is AEO Lite for?

AEO Lite is for anyone who wants to check if their web page is optimized for AI and answer engines. It is a page-level diagnostic tool built by an AEO and AI-search consultant, making it suitable for website owners, content creators, and marketers focused on improving content visibility in AI-driven search.

Behind the lock

Unlock full AEO lite intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured