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J F Hudson

Agriculture · Newton-le-Willows, North Yorkshire

AI Readiness Certificate

Independently assessed by Code Inclusive
AI Readiness Score
49 / 100
Advanced
Company:
J F Hudson
Location:
Newton-le-Willows, North Yorkshire
Sector:
Agriculture
Assessment date:
3 November 2026
Reference:
CI-AI-2026-315858
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
49/100
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

12 points above the Agriculture average.

J F Hudson scores the same as or higher than 90% of assessed businesses in its sector.

Agriculture

Sector · 181 businesses assessed
Rank 19 of 181
J F Hudson
49Average
37Top score
69

Yorkshire

Region · 7,420 businesses assessed
Rank 1,329 of 7,420
J F Hudson
49Average
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 & indexability10/10
AI crawler accessibility2/8
Entity identification & business clarity4/12
Structured data quality5/12
Content answerability9/12
Topical depth & expertise5/10
Geographic & local relevance1/10
Trust, authority & verification5/10
Technical performance & user experience5/8
AI discoverability & machine comprehension3/8
Overall49/100

AI Business Profile

Business name
J F Hudson
Sector
Agriculture
Location
Newton-le-Willows, North Yorkshire
Geographic coverage
Newton-le-Willows, North Yorkshire, Yorkshire
Customer profile
Businesses and organisations in and around Newton-le-Willows, North Yorkshire, Yorkshire looking for a trusted provider of agriculture services.
Primary services identified
CAD n Cut ServicesAgricultural EngineeringCNC Cutting and FabricationComputer-Aided Design (CAD)Sector-Focused Engineering SolutionsPoultry

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 Agriculture sector.
  • This business serves customers in Newton-le-Willows.
  • This business offers CAD n cut.
  • This business offers #farmingcan feed and protect the world.
AI is less certain about
  • robots.txt does not name any AI crawler individually — they are only covered by the catch-all rule.
  • 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.
  • 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
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.
High Priority
The areas you cover are not declared in machine-readable form
Coverage and location signals are unclear.

Improvement Potential

Current score
49
Potential to improve visibility
High

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

9
High-priority issues
11
Medium-priority issues
4
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

J F Hudson is based in North Yorkshire and develops innovative solutions for farmers. They specialise in agricultural engineering and CAD services.

Detected from the business’s website during the assessment.

Services

Detected from the business’s website during the assessment.

CAD n Cut ServicesAgricultural EngineeringCNC Cutting and FabricationComputer-Aided Design (CAD)Sector-Focused Engineering SolutionsPoultry

Service areas

Detected from the business’s website during the assessment.

Newton-le-WillowsNorth YorkshireYorkshire

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.