AI Visibility Scorecard
Map & Mend
mapandmendseo.com · Nonprofits
Borderline visible. AI bots can crawl Map & Mend, 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 9 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#637,645 of 827,220 in Nonprofits for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
17
AI Adoption
iBasic · 17/100
About Map & Mend
from mapandmendseo.com
Map & Mend helps businesses make their websites clearer, strengthen search signals, and show up across Google, AI answers, and local search.
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 3.6/10, Map & Mend is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where to begin.?
Flat $350 Clarity Review A focused look at your website and search presence to find what's worth fixing first, and whether this work makes sense for you at all. Best for businesses who want to know if their site and search presence are working as hard as they should, before spending on something bigger.
Is this your brand?
The exact fixes for Map & Mend
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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 Map & Mend.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapandmendseo
Cite this score: Engagemii (2026). "AEO Score for Map & Mend." Retrieved from https://engagemii.com/aeo/brands/mapandmendseo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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