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Fox Lane Books

Shops · Thorpe Willoughby, North Yorkshire

AI Readiness Certificate

Independently assessed by Code Inclusive
AI Readiness Score
44 / 100
Advanced
Company:
Fox Lane Books
Location:
Thorpe Willoughby, North Yorkshire
Sector:
Shops
Assessment date:
29 October 2026
Reference:
CI-AI-2026-774828
Directory Status:
UNCLAIMED

This AI Readiness assessment has been independently generated from publicly accessible information. Is this your business?

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Executive Business Summary

Current score
44/100
AI readiness
Advanced
AI visibility
Medium
Local discoverability
Low
Improvement potential
High

This business has several strong foundations for AI-powered search, but our assessment identified areas preventing AI systems from understanding the organisation as confidently as they could.

AI Readiness Benchmark

Independently assessed

5 points above the Shops average.

Fox Lane Books scores the same as or higher than 69% of assessed businesses in its sector.

Shops

Sector · 366 businesses assessed
Rank 116 of 366
Fox Lane Books
44Average
39Top score
73

Yorkshire

Region · 7,420 businesses assessed
Rank 2,255 of 7,420
Fox Lane Books
44Average
39Top score
89
All bars run from 0 to 100.

Compared against businesses in the UK AI Readiness Index, not every business in the sector.

AI Search Readiness Score

Technical crawlability & indexability7/10
AI crawler accessibility4/8
Entity identification & business clarity3/12
Structured data quality4/12
Content answerability8/12
Topical depth & expertise3/10
Geographic & local relevance4/10
Trust, authority & verification3/10
Technical performance & user experience4/8
AI discoverability & machine comprehension4/8
Overall44/100

AI Business Profile

Business name
Fox Lane Books
Sector
Shops
Location
Thorpe Willoughby, North Yorkshire
Geographic coverage
Thorpe Willoughby, North Yorkshire
Customer profile
Customers in and around Thorpe Willoughby, North Yorkshire looking for a trusted provider of shops services.
Primary services identified
E-Gift CardsAuthor EventsFictionGifts

AI systems currently have limited confidence understanding this business due to multiple gaps in the information available.

How AI Currently Sees This Business

AI confidently understands
  • This business operates in the Shops sector.
  • This business serves customers in Thorpe Willoughby.
  • This business offers e-gift cards.
  • This business offers author events.
AI is less certain about
  • robots.txt does not name any AI crawler individually — they are only covered by the catch-all rule.
  • A sitemap was declared but lists no pages on this site.
  • No single phone number and address appear consistently across the site.
  • No company registration number is published, so the business cannot be matched to a public register.
  • The contact details in the structured data do not match the ones shown on the page.
  • The areas this business covers are not declared in any machine-readable form.

Key Issues Identified

High Priority
Your robots.txt does not name the AI crawlers individually
A technical barrier is limiting how AI crawlers reach this site.
High Priority
No sitemap listing your pages was found
High Priority
Your name, address and phone number are not consistent across pages
An improvement opportunity was identified.
High Priority
Your company registration number is not published
High Priority
Your structured data carries no phone number or address
The site’s machine-readable business data is incomplete.
High Priority
The areas you cover are not declared in machine-readable form
Coverage and location signals are unclear.

Improvement Potential

Current score
44
Potential to improve visibility
High

We have identified 29 actions that could strengthen this website's AI readiness.

9
High-priority issues
13
Medium-priority issues
7
Low-priority issues

Improvement Roadmap

Your complete roadmap has been generated.

  • Detailed technical recommendations
  • Structured-data implementation guidance
  • Entity improvements
  • Content recommendations
  • Trust-signal improvements
  • AI crawler recommendations
  • Prioritised implementation order
  • Where the biggest visibility gains are

Claim this business — free to manage the profile, then unlock the full roadmap.

About

Fox Lane Books is an independent online bookshop based in Thorpe Willoughby, North Yorkshire. They provide a wide range of book sales, including fiction and gifts, across the UK and internationally.

Detected from the business’s website during the assessment.

Services

Detected from the business’s website during the assessment.

E-Gift CardsAuthor EventsFictionGifts

Service areas

Detected from the business’s website during the assessment.

Thorpe WilloughbyNorth Yorkshire

Is this your business?

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Is this your business?

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What claiming includes
  • Verified ownership and claimed profile status
  • Correct your business information
  • Add your logo, description, services and accreditations
  • Badge eligibility when your score qualifies
  • Option to unlock your full report and roadmap — available separately for £29
  • Option to request a reassessment when you improve your website — available separately for £19

Claiming, unlocking or upgrading never changes your AI Readiness Score. Claiming gives you control of the profile, and unlocking gives you access to the detail behind the assessment. Your score only changes when a new assessment measures real changes on your website.

This profile was produced independently from publicly accessible information. The AI Readiness Index Terms and Conditions explain how the assessment works and how to request a correction or the removal of this profile.