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Lily Spencer’s Cheese Shop logo

Lily Spencer’s Cheese Shop

Groceries · Halifax, West Yorkshire

AI Readiness Certificate

Independently assessed by Code Inclusive
AI Readiness Score
37 / 100
Established
Company:
Lily Spencer’s Cheese Shop
Location:
Halifax, West Yorkshire
Sector:
Groceries
Assessment date:
23 October 2026
Reference:
CI-AI-2026-220022
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
37/100
AI readiness
Established
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

1 point above the Groceries average.

Lily Spencer’s Cheese Shop scores the same as or higher than 57% of assessed businesses in its sector.

Groceries

Sector · 274 businesses assessed
Rank 120 of 274
Lily Spencer’s Cheese Shop
37Average
36Top score
69

Yorkshire

Region · 7,420 businesses assessed
Rank 3,973 of 7,420
Lily Spencer’s Cheese Shop
37Average
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 accessibility3/8
Entity identification & business clarity3/12
Structured data quality4/12
Content answerability5/12
Topical depth & expertise3/10
Geographic & local relevance1/10
Trust, authority & verification2/10
Technical performance & user experience5/8
AI discoverability & machine comprehension4/8
Overall37/100

AI Business Profile

Business name
Lily Spencer’s Cheese Shop
Sector
Groceries
Location
Halifax, West Yorkshire
Geographic coverage
Halifax, West Yorkshire
Customer profile
Customers in and around Halifax, West Yorkshire looking for a trusted provider of groceries services.
Primary services identified
Cheese Bacon Pies

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 Groceries sector.
  • This business serves customers in Halifax.
  • This business offers pies.
AI is less certain about
  • robots.txt does not name any AI crawler individually — they are only covered by the catch-all rule.
  • Only 5 of 10 pages checked canonicalise to themselves.
  • No substantial llms.txt was found at the site root.
  • 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 structured data carries no phone number or address for a machine to read.

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
Your pages do not declare their own canonical URL
High Priority
You have no llms.txt file
An improvement opportunity was identified.
High Priority
Your name, address and phone number are not consistent across pages
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.

Improvement Potential

Current score
37
Potential to improve visibility
High

We have identified 32 actions that could strengthen this website's AI readiness.

11
High-priority issues
14
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

Lily Spencer's Cheese Shop offers a variety of cheese products and pies in Halifax, West Yorkshire. They provide local Yorkshire produce and a selection of groceries.

Detected from the business’s website during the assessment.

Services

Detected from the business’s website during the assessment.

Cheese Bacon Pies

Service areas

Detected from the business’s website during the assessment.

HalifaxWest 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.