AI Visibility Scorecard
Tesco PLC
tesco.com · Food & Beverage
Well-positioned for AI search. Its weakest signals, E-E-A-T Signals and Community, are where Tesco PLC still has room to grow.
AI engines read this profile 34 times
Meta AI · Claude · Amazon Alexa · ChatGPT
Top 1% in Food & Beverage for AI visibility
100
AI Naming Predictability
iAI names companies like this often · 100/100
Food & Beverage average 12
Top 1% of Food & Beverage
See what's behind this score →8.64
1.6
Network Authority
iLightly connected · 1.6/10
2 relationships on record. The bigger your network, the more likely AI picks you.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Food & Beverage average 18
See what's behind this score →0
About Tesco PLC
from our crawl and measurement
Tesco PLC describes itself simply: "Welcome to Tesco online. Discover great value groceries, plus clothing, recipes, bank, and mobile services. Browse on Tesco.com now!" To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.64 out of 10.
Under the hood there is structured data on the page (Organization) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have read this profile 34 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
- Company ·
- Tesco PLC
- Website ·
- tesco.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Weak
No community discussion yet.
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 8.64/10, Tesco PLC is well placed; the signals above show what is left to gain.
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 November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tesco
Cite this score: Engagemii (2026). "AEO Score for Tesco PLC." Retrieved from https://engagemii.com/aeo/brands/tesco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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