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AI Visibility Scorecard

FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide

FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide

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⚠ Identity mismatch

guide.fair-wizard.com · Technology

Somewhat visible. AI bots can read FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 8 times

Claude · Amazon Alexa · ChatGPT · Meta AI

#404,193 of 2,654,624 in Technology for AI visibility

5.6

/10

AEO Score

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About FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide

from our crawl and measurement

"Data stewards can easily capture the knowledge, including required project data and decisions in knowledge models that are then turned into per-project questionnaires to be filled by." That is how guide.fair-wizard.com introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.6/10, FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide has a working base to build on - fixable, and the signals above are where to start.

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Picked for FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/guide-fair-wizard

Cite this score: Engagemii (2026). "AEO Score for FAIR Wizard Team Made with Sphinx and @pradyunsg's Furo On this page FAIR Wizard User Guide Structure of the Guide." Retrieved from https://engagemii.com/aeo/brands/guide-fair-wizard

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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