AI Visibility Scorecard
Browns of Burwell
brownsofburwell.co.uk · Manufacturing & Industrial
At 1.91/10, Browns of Burwell is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 50% in Manufacturing & Industrial for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Manufacturing & Industrial average 14
Top 66% of Manufacturing & Industrial
See what's behind this score →1.91
AEO Visibility
iNear-invisible · 1.91/10
Manufacturing & Industrial average 1.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Browns of Burwell
from our crawl and measurement
Browns of Burwell is a Burwell, Cambridge business whose own site puts it this way: "Domestic heating oil and commercial fuel suppliers in Cambridgeshire. Home heating oil and premier fuel delivery. Residential, agricultural and industrial." When AI engines look at it, they find little to work with. It scores 1.91 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Browns of Burwell
- Website ·
- brownsofburwell.co.uk
- Industry ·
- Manufacturing & Industrial
- Location ·
- Burwell, Cambridge
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 1.91/10, Browns of Burwell is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why Browns of Burwell?
Our passionate team have strong local roots and are a significant part of what makes it so well respected. Award-winning drivers, who not only undergo continual training and possess the latest qualifications, but take pride in everything they do to ensure the highest standards when delivering to your home. The depot is operated by local people who offer a friendly and service with great knowledge of the local area.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Browns of Burwell.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brownsofburwell-co-uk
Cite this score: Engagemii (2026). "AEO Score for Browns of Burwell." Retrieved from https://engagemii.com/aeo/brands/brownsofburwell-co-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform