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Buttercrumble

Creative and Design · Wetherby

AI Readiness Certificate

Independently assessed by Code Inclusive
AI Readiness Score
39 / 100
Established
Company:
Buttercrumble
Location:
Wetherby
Sector:
Creative and Design
Assessment date:
20 October 2026
Reference:
CI-AI-2026-285369
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
39/100
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 below the Creative and Design average.

Buttercrumble scores the same as or higher than 61% of assessed businesses in its sector.

Creative and Design

Sector · 470 businesses assessed
Rank 186 of 470
Buttercrumble
39Average
40Top score
81

Yorkshire

Region · 7,678 businesses assessed
Rank 2,997 of 7,678
Buttercrumble
39Average
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 accessibility5/8
Entity identification & business clarity8/12
Structured data quality3/12
Content answerability9/12
Topical depth & expertise4/10
Geographic & local relevance4/10
Trust, authority & verification7/10
Technical performance & user experience4/8
AI discoverability & machine comprehension4/8
Overall39/100

Capped at 39: 2 fundamental areas are failing at once.

AI Business Profile

Business name
Buttercrumble
Sector
Creative and Design
Location
Wetherby
Geographic coverage
Yorkshire, London, Wetherby
Customer profile
Customers in and around Yorkshire, London, Wetherby looking for a trusted provider of creative and design services.
Primary services identified
BrandingGraphic DesignIllustrationSpeaking and Workshops

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 Creative and Design sector.
  • This business serves customers in Wetherby.
  • This business offers speaking and workshops.
  • This business offers research and higher education.
AI is less certain about
  • No substantial llms.txt was found at the site root.
  • No structured data identifies this business by name and URL.
  • 2 of 7 core business properties are published in structured data.
  • The areas this business covers are not declared in any machine-readable form.
  • The site does not link to any third-party review profile a reader could check.
  • 2 of 10 pages checked have exactly one H1 and a clean heading structure.

Key Issues Identified

High Priority
You have no llms.txt file
An improvement opportunity was identified.
High Priority
No structured data identifies your business by name
The site’s machine-readable business data is incomplete.
High Priority
Your business schema is missing several core details
High Priority
The areas you cover are not declared in machine-readable form
Coverage and location signals are unclear.
High Priority
You do not link to any independent review profile
Independent trust signals are limited.
High Priority
Your heading structure is inconsistent
Page content does not clearly state what this business does.

Improvement Potential

Current score
39
Potential to improve visibility
High

We have identified 24 actions that could strengthen this website's AI readiness.

6
High-priority issues
11
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

Buttercrumble is a design firm based in Wetherby that specialises in branding, graphic design, and illustration. They partner with clients to bring creative visions to life through bespoke design solutions.

Detected from the business’s website during the assessment.

Services

Detected from the business’s website during the assessment.

BrandingGraphic DesignIllustrationSpeaking and Workshops

Service areas

Detected from the business’s website during the assessment.

YorkshireLondonWetherby

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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.