AI Visibility Scorecard
Hardens: Find The Best Restaurants in London and the UK. Independent Reviews.
hardens.com · Food & Beverage
Somewhat visible. AI bots can read Hardens: Find The Best Restaurants in London and the UK. Independent Reviews., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#52,540 of 1,394,029 in Food & Beverage for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Hardens: Find The Best Restaurants in London and the UK. Independent Reviews.
from our crawl and measurement
Hardens: Find The Best Restaurants in London and the UK. Independent Reviews. is a business whose own site puts it this way: "Read independent restaurant reviews, make reservations, and contribute to our survey. Hardens is a long established restaurant guide for London and the UK." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
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
Fair
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.
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
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 5.9/10, Hardens: Find The Best Restaurants in London and the UK. Independent Reviews. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hardens: Find The Best Restaurants in London and the UK. Independent Reviews.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hardens
Cite this score: Engagemii (2026). "AEO Score for Hardens: Find The Best Restaurants in London and the UK. Independent Reviews.." Retrieved from https://engagemii.com/aeo/brands/hardens
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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