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AI Visibility Scorecard
The Butter Brewer
butterbrewer.com · E-commerce
Somewhat visible. AI bots can read The Butter Brewer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#127,916 of 653,265 in E-commerce for AI visibility
5.4
/10
AEO Score
About The Butter Brewer
from our crawl and measurement
"The Butter Brewer features a removable non-stick four quart pot and a removable automated stirring paddle with presets for butter, oil, and tinctures." That is how The Butter Brewer introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
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 5.4/10, The Butter Brewer has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Butter Brewer
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
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Source & Attribution
Scored by Engagemii on July 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/butterbrewer
Cite this score: Engagemii (2026). "AEO Score for The Butter Brewer." Retrieved from https://engagemii.com/aeo/brands/butterbrewer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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