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AI Visibility Scorecard
freshchurned.com · E-commerce
Borderline visible. AI bots can crawl Better Butter, 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 6 times
Apple Intelligence · Meta AI · Claude
#402,699 of 649,487 in E-commerce for AI visibility
4
/10
AEO Score
from our crawl and measurement
Better Butter describes itself simply: "At Better Butter, we provide a variety of irresistible craft butter for all your cooking needs. Whether you want a sweet or savory taste, we have it all!." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 4/10, Better Butter is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Better Butter
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 Better Butter.
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/freshchurned
Cite this score: Engagemii (2026). "AEO Score for Better Butter." Retrieved from https://engagemii.com/aeo/brands/freshchurned
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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