AI Visibility Scorecard
M+R Benchmarks 2026
mrbenchmarks.com · Nonprofits
Borderline visible. AI engines can read M+R Benchmarks 2026, but Technical AEO, News Mentions and Community are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 14 times
Claude · Meta AI · Perplexity · ChatGPT
Top 5% in Nonprofits for AI visibility
78
AI Naming Predictability
iNamed occasionally · 78/100
Nonprofits average 9
Top 1% of Nonprofits
See what's behind this score →4.94
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Nonprofits average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Nonprofits average 14
See what's behind this score →0
About M+R Benchmarks 2026
from our crawl and measurement
M+R Benchmarks 2026 describes itself simply: "Come explore the 2026 M+R Benchmarks Study, hands on, lovingly crafted, and full of data and insights covering nonprofit fundraising, advocacy, and marketing." Its AI visibility score is 4.94 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 (WebSite, WebPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 14 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
- Company ·
- M+R Benchmarks 2026
- Website ·
- mrbenchmarks.com
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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
-
Not yet measured.
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 read your site and name it in answers. At 4.94/10, M+R Benchmarks 2026 is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mrbenchmarks
Cite this score: Engagemii (2026). "AEO Score for M+R Benchmarks 2026." Retrieved from https://engagemii.com/aeo/brands/mrbenchmarks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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