AI Visibility Scorecard
refillgoodness.com · E-commerce
Borderline visible. AI bots can crawl Refill Goodness, 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 8 times
Meta AI · Claude · ShapBot
#74,725 of 738,607 in E-commerce for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 86% of E-commerce companies
4
AEO Visibility
iBorderline · 4.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Refill Goodness describes itself simply: "We are sustainability experts. Why? Because we love doing the research so you don't have to! We test, sometimes slather on, review, and most times get lost in a rabbit hole looking for the." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ItemList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 4.2/10, Refill Goodness is crawlable but under-signaled - fixable, and the signals above are where to start.
What makes Refill Goodness different?
We believe in progress, not perfection.Small swaps add up — and we’re here to make them joyful, not stressful.
Is this your brand?
The exact fixes for Refill Goodness
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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 Refill Goodness.
Refill Goodness lists 44 products, 44 in stock, priced 0.30 to 84.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/refillgoodness
Cite this score: Engagemii (2026). "AEO Score for Refill Goodness." Retrieved from https://engagemii.com/aeo/brands/refillgoodness
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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