⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
The Society for Birth Defects Research and Prevention
teratology.org · non-profit organization management
Somewhat visible. AI bots can read The Society for Birth Defects Research and Prevention, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT
#13,088 of 620,172 in Nonprofits for AI visibility
6.5
/10
AEO Score
About The Society for Birth Defects Research and Prevention
from our crawl and measurement
The Society for Birth Defects Research and Prevention is a Reston, VA business whose own site puts it this way: "Established in 1960 as the Teratology Society, the Society for Birth Defects Research and Prevention consists of world-renowned scientists." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a workable page structure and basic crawler access. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.5/10, The Society for Birth Defects Research and Prevention has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Society for Birth Defects Research and Prevention
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Society for Birth Defects Research and Prevention.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/teratology-org
Cite this score: Engagemii (2026). "AEO Score for The Society for Birth Defects Research and Prevention." Retrieved from https://engagemii.com/aeo/brands/teratology-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform