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AI Visibility Scorecard
Pearson plc
plc.pearson.com · Media & Entertainment
Somewhat visible. AI bots can read Pearson plc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#10,087 of 1,813,063 in Media & Entertainment for AI visibility
7
/10
AEO Score
About Pearson plc
from our crawl and measurement
Pearson plc describes itself simply: "We help people realise the life they imagine through learning. Humans are born to learn. From our very first breath, we never stop learning. It’s a vital force that fuels, and...." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
Under the hood there is a sitemap and a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
5
Press and news coverage.
Community
6
Forum and community discussion.
8
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 7/10, Pearson plc has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pearson plc
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/plc-pearson
Cite this score: Engagemii (2026). "AEO Score for Pearson plc." Retrieved from https://engagemii.com/aeo/brands/plc-pearson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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