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AI Visibility Scorecard

Lundy Bancroft

Lundy Bancroft

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lundybancroft.com · Media & Entertainment

Somewhat visible. AI bots can read Lundy Bancroft, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 17 times

Meta AI · Claude · Apple Intelligence · ChatGPT

#21,588 of 1,909,762 in Media & Entertainment for AI visibility

6.8

/10

AEO Score

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About Lundy Bancroft

from our crawl and measurement

Lundy Bancroft describes itself simply: "Lundy Bancroft is an author, workshop leader, and consultant on domestic abuse and child maltreatment." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (Person, Organization, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and GPTBot (ChatGPT).

Industry · Media & Entertainment
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

10

Recognized in AI knowledge graphs.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

7

Social discussion and mentions.

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 6.8/10, Lundy Bancroft has a working base to build on - fixable, and the signals above are where to start.

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Picked for Lundy Bancroft: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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