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AI Visibility Scorecard
The MMF Group
mmfgroupofmd.com · Professional Services
At 2.8/10, The MMF Group is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Meta AI · Claude
#440,846 of 489,294 in Professional Services for AI visibility
2.8
/10
AEO Score
About The MMF Group
from our crawl and measurement
The MMF Group, based in Silver Spring, MD, describes itself simply: "Well-guided strategies are key to compliance & sustainability success The MMF Group guides you in every phase of property development, from pre-development planning to construction and." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
On the page it is passable on a few credibility markers and basic crawler access. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow and structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.8/10, The MMF Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The MMF Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmfgroupofmd
Cite this score: Engagemii (2026). "AEO Score for The MMF Group." Retrieved from https://engagemii.com/aeo/brands/mmfgroupofmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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