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AI Visibility Scorecard

Lost_and_Found

Lost_and_Found

Unclaimed

lostandfoundconsulting.com · Education

Borderline visible. AI bots can crawl Lost_and_Found, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#553,224 of 873,971 in Education for AI visibility

4.3

/10

AEO Score

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About Lost_and_Found

from our crawl and measurement

Lost & Found describes itself simply: "My presentations are engaging, evidence-based, and focused on practical tools that support emotional and behavioral well-being.speaking engagementslearn more ResourcesDr." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 4.3/10, Lost_and_Found is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Lost_and_Found

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lost_and_Found: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lostandfoundconsulting

Cite this score: Engagemii (2026). "AEO Score for Lost_and_Found." Retrieved from https://engagemii.com/aeo/brands/lostandfoundconsulting

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

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