AI Visibility Scorecard
Math Professional Development
mathsolutions.com · Education
Borderline visible. AI engines can read Math Professional Development, but Structured Data, E-E-A-T Signals and Domain Trust 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 7 times
Claude · Meta AI · Parallel · Perplexity
Top 5% in Education for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Education average 14
Top 2% of Education
See what's behind this score →4.28
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About Math Professional Development
from our crawl and measurement
"HMH's professional development for math teachers meets you where you are. We help teachers build conceptual understanding, foster student discourse, and drive learning outcomes." That is how Math Professional Development introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 4.28 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Math Professional Development
- Website ·
- mathsolutions.com
- Industry ·
- Education
- Location ·
- Sausalito, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
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 4.28/10, Math Professional Development is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why HMH professional learning?
No matter which HMH program you use, we support implementation through our professional development for math teachers that meets you where you are. We help teachers build conceptual understanding, foster student discourse, and drive learning outcomes. Continuous professional growth Educators can grow their practice through 1:1 unlimited, live coaching on HMH Ed™.
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Math Professional Development.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathsolutions
Cite this score: Engagemii (2026). "AEO Score for Math Professional Development." Retrieved from https://engagemii.com/aeo/brands/mathsolutions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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