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AI Visibility Scorecard

Guilford Press

Guilford Press

Unclaimed

guilford.com · publishing

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

AI engines read this profile 1 times

ChatGPT

#20,785 of 901,052 in Education for AI visibility

6.8

/10

AEO Score

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About Guilford Press

from our crawl and measurement

Guilford Press, based in New York, NY, describes itself simply: "Guilford Press (Guilford Publications) is a publisher of professional and self-help books, as well as journals, newsletters, and DVDs in psychology and psychiatry, mental health, education." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews and structured data describing the business.

Away from its own site, other sites link to it, it turns up in press coverage and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business.

AI crawlers have visited once in our tracking, including GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1973.

Industry · publishing
Last scored · Aug 1, 2026
Employees · 51-200
Founded · 1973

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

8

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

6

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 Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

7

Press and news coverage.

Community

4

Forum and community discussion.

Reddit

7

Reddit mentions and discussion.

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, Guilford Press has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Guilford Press: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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