AI Visibility Scorecard
AidData — A Research Lab at William & Mary
aiddata.org · Finance & Insurance
Somewhat visible. AI bots can read AidData — A Research Lab at William & Mary, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#527 of 792,096 in Finance & Insurance for AI visibility
100
7
AEO Visibility
iVisible · 6.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
About AidData — A Research Lab at William & Mary
from our crawl and measurement
"We equip policymakers and practitioners with better evidence to improve how sustainable development investments are targeted, monitored, and evaluated." That is how AidData A Research Lab at William & Mary introduces itself. Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
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 visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Fair
Social discussion and mentions.
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 6.6/10, AidData — A Research Lab at William & Mary has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for AidData — A Research Lab at William & Mary
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aiddata-org
Cite this score: Engagemii (2026). "AEO Score for AidData — A Research Lab at William & Mary." Retrieved from https://engagemii.com/aeo/brands/aiddata-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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