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Mumma Labs
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. Two-thirds of websites are invisible to them. Mumma Labs just got measured.
3/10 means Mumma Labs is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Mumma Labs
Mumma Labs is home for consulting services and web apps built for those who strive for improvement. We build software and provide analytic, data, and AI strategy consulting. We also host several apps: notably the Expound word game and WeAchieve, which is an easy-to-use habit tracking and goal setting platform.
Details
AI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
3
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on June 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mumma-co
Cite this score: Engagemii (2026). "AEO Score for Mumma Labs." Retrieved from https://engagemii.com/aeo/brands/mumma-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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