AI Visibility Scorecard
Thomas Howcroft
howcroftindex.com · Professional Services
Borderline visible. AI bots can crawl Thomas Howcroft, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#135,972 of 528,923 in Professional Services for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Professional Services average 8
Top 56% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Professional Services average 18
See what's behind this score →?
About Thomas Howcroft
from howcroftindex.com
Independent AI systems and transformation consultant. Strategy, agentic workflows, evaluation, governance and team adoption for UK businesses.
- Company ·
- Thomas Howcroft
- Website ·
- howcroftindex.com
- Industry ·
- Professional Services
- Location ·
- Letchworth, Hertfordshire
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 8, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 read your site and name it in answers. At 4/10, Thomas Howcroft is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does Thomas Howcroft do?
Thomas Howcroft is an independent AI systems and transformation consultant based in Hertfordshire in the UK. He helps leadership teams turn AI experiments into systems a business can trust, covering strategy, agentic workflows, evaluation, governance and adoption.
How can I work with Thomas Howcroft?
Fixed-scope diagnostics and pilots, or fractional leadership for teams that need a senior AI owner.
What has Thomas Howcroft built?
Fourteen deep cases cover AI, app builds, websites, search, creative direction and operating systems. Each one states its evidence status and limit. 01Internal system A governed AI operating system. Evidence gates, visible failure states and human approval for external actions.Read the case 02Verified data A personal OS built around decisions.
What is Thomas Howcroft's approach? Systems, standards, signal.?
Three disciplines that make useful work operate properly, meet a worthwhile standard and get found. 01SystemsAI strategy and implementation grounded in real workflows and owned outcomes. 02StandardsCreative direction taught me that technically correct is only the beginning. The result still needs judgement and clarity.
Who is Thomas Howcroft?
I founded XO3D in 2017 and still lead its creative work. I have worked hands-on in SEO since 2017 through TomHow. I now use that operating, creative and search experience to design AI systems that can survive real business conditions. 01AI systems and transformationStrategy, workflows, evaluation, governance, adoption and fractional leadership.
Is this your brand?
The exact fixes for Thomas Howcroft
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/howcroftindex
Cite this score: Engagemii (2026). "AEO Score for Thomas Howcroft." Retrieved from https://engagemii.com/aeo/brands/howcroftindex
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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