AI visibility score
7.7/ 10Good

#5 of 1,966,279 in Media & Entertainment

As of 2026-07-31 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

HarperCollins

HarperCollins

Unclaimed

harpercollins.com · Media & Entertainment

Well-positioned for AI search. The breakdown below shows where HarperCollins is still leaving points on the table.

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AI engines read this profile 26 times

Claude · Meta AI · Amazon Alexa · ChatGPT

#5 of 1,966,279 in Media & Entertainment for AI visibility

100

AI Naming Predictability

i

AI names companies like this often · 100/100

Media & Entertainment average 17

Top 1% of Media & Entertainment

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8

AEO Visibility

i

Visible · 7.7/10

Media & Entertainment average 4.2

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Media & Entertainment average 15

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0

AI Adoption

i

None detected · 0/100

Media & Entertainment average 0

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About HarperCollins

from our crawl and measurement

HarperCollins, based in New York, NY, describes itself simply: "Publishing great authors since 1817. Discover thousands of books and authors, plus get exclusives on new releases, bestsellers, and more, at harpercollins.com." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.7 out of 10.

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

AI crawlers have visited 10 times in our tracking, including Applebot (Siri), OAI-SearchBot (OpenAI) and ClaudeBot (Anthropic).

Company ·
HarperCollins
Website ·
harpercollins.com
Industry ·
Media & Entertainment
Location ·
New York, NY
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Strong

Press and news coverage.

Community

Fair

Forum and community discussion.

Social Mentions

Strong

Social discussion and mentions.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 7.7/10, HarperCollins has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for HarperCollins: 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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HarperCollins lists 1,000+ products, 899 in stock, priced 0.00 to 139.93.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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