AI visibility score
4.7/ 10Fair

▼ 0.3 since Jun 2026

#51,792 of 123,607 in Government & Public Sector

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Devra Lehmann

Devra Lehmann

Unclaimed

devralehmann.com · Government & Public Sector

Borderline visible. AI bots can crawl Devra Lehmann, 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.

AI engines read this profile 5 times

Claude · Meta AI · Apple Intelligence

#51,792 of 123,607 in Government & Public Sector for AI visibility

5

AEO Visibility

i

Borderline · 4.7/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Devra Lehmann

from our crawl and measurement

Devra Lehmann describes itself simply: "Seven Stories'/Triangle Square publishes my books as its Philosophy for Young People series, geared to readers 13-17 years old, but my writing is appropriate for anyone who wants a clear." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Government & Public Sector
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 4.7/10, Devra Lehmann is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Devra Lehmann: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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