AI Visibility Scorecard
Clean Mama
cleanmama.com · E-commerce
Somewhat visible. AI bots can read Clean Mama, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Claude · ChatGPT · Apple Intelligence
#6,448 of 738,818 in E-commerce for AI visibility
64
5
AEO Visibility
iBorderline · 5.4/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Clean Mama
from our crawl and measurement
Clean Mama is a business whose own site puts it this way: "For many years, I’ve been helping people just like you bring joy and calm into their homes. If you feel like you’ve tried so many times to get your home in order and you’re ready to give." Its AI visibility score is 5.4 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 (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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, Clean Mama has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What does your cleaning routine look like?
I’m currently usingTraditional MethodsMy house is only clean when I have guests coming over.If I want a clean house I feel like I have to clean all weekend.No matter how many loads I do, my laundry baskets are overflowing.It seems like the only way to have a clean home is to have a housekeeper.I’ve tried everything, but my house never stays clean.I’m ready to tryThe Clean Mama WayMy house is clean daily with minimal.
Is this your brand?
The exact fixes for Clean Mama
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Clean Mama.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleanmama
Cite this score: Engagemii (2026). "AEO Score for Clean Mama." Retrieved from https://engagemii.com/aeo/brands/cleanmama
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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