Example report

A full AEO Villa report

This is what every scan produces. Run your own to get a report like this for your site.

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Full Report

https://demo-brand.example/products/standing-desk

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58/ 100
Needs WorkGrade: Average

AI Visibility Score

A weighted measure of how easily AI answer engines can crawl, understand, and cite this page across schema, metadata, clarity, performance, trust, author credibility, AI readiness, and structure.

Predicted citability score
27/100

How likely this page's structure (answer first framing, question headings, schema, freshness, entity clarity, source density) is to get pulled into an AI answer, independent of the overall AEO score above.

Schema
35
Poor
Metadata
62
Needs Work
Content Clarity
80
Strong
Performance
61
Needs Work
Trust Signals
64
Needs Work
AI Readiness
43
Poor
Headings
80
Strong
E-E-A-T
45
Poor
Score Breakdown by Category
Schema
35
16% wt
AI Readiness
43
16% wt
E-E-A-T
45
10% wt
Performance
61
9% wt
Metadata
62
16% wt
Trust Signals
64
11% wt
Content Clarity
80
13% wt
Headings
80
9% wt
Score trend for this URL
The trend appears after this URL has been scanned more than once.
Main Diagnosis

The weakest area is Schema (35/100). 4 high impact issues are limiting visibility.

Top Opportunity

Missing Meta Description. Add a 120 to 160 character meta description summarizing the product and its main benefit.

AI Answer Snapshot
Comprehension confidence
Medium

How confidently an LLM can interpret and cite this page.

Missing context
  • • No FAQ schema for direct answer extraction
  • • Missing meta description summary
  • • No author or authorship signals (E-E-A-T)
  • • No llms.txt guidance for AI crawlers
Next best improvement: Missing Meta Description

Metadata Overview

Title
Standing Desk — Adjustable Height Workspace | Demo Brand (56 chars)
OK
Meta description
Not set
Fix
H1 heading
Single H1
OK
Canonical URL
https://demo-brand.example/products/standing-desk
OK
Viewport
Configured
OK
Language attribute
en
OK
hreflang annotations
None (single locale site)
OK
Open Graph image
Present
OK
Twitter card
Missing
Fix
Robots directive
Default (indexable)
OK

Schema Analysis

Detected on page
WebPage
Recommended to add
OrganizationWebSiteProductFAQPage

These JSON-LD types help answer engines resolve your entity, site structure, and Q&A content.

Priority Action Plan

High Impact · 4
Nice to have · 3
AI Answer Engine Diagnostics

AEO Diagnostics Summary

Answer engines can read the core copy on this page, but they are working with limited structured context. The product is described in prose, yet there is no Product or Organization schema to anchor the entity, and the meta description is missing — so assistants must infer the summary themselves, which lowers citation confidence.

High-impact actions

  • Add Product and Organization JSON-LD so the page can be resolved as a clear entity.
  • Write a 120 to 160 character meta description that states what the product is and who it is for.
  • Add an FAQ section with FAQPage schema to capture common buyer questions.

    • Structured data suggestions

    Implement Organization, WebSite, Product, and FAQPage types. Together they let an answer engine connect the brand, the page, the product details, and the questions buyers actually ask.