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AI Visibility Scorecard
commercethinking.com · E-commerce
Somewhat visible. AI bots can read Commerce Thinking, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#84,840 of 626,530 in E-commerce for AI visibility
5.7
/10
AEO Score
from our crawl and measurement
Commerce Thinking, based in Harrogate, describes itself simply: "Commerce Thinking is an ecommerce consultancy helping fast-growing brands scale from £20m to £200m by improving back-office systems, operations, and teams." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite, ProfessionalService), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.7/10, Commerce Thinking has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Commerce Thinking
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Commerce Thinking.
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commercethinking
Cite this score: Engagemii (2026). "AEO Score for Commerce Thinking." Retrieved from https://engagemii.com/aeo/brands/commercethinking
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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