AI Visibility Scorecard
LAMP Development | Evaluation and insight for social impact
lampdevelopment.org · Nonprofits
Somewhat visible. AI bots can read LAMP Development | Evaluation and insight for social impact, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#106,563 of 827,020 in Nonprofits for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
6
AEO Visibility
iBorderline · 5.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About LAMP Development | Evaluation and insight for social impact
from our crawl and measurement
"LAMP DEVELOPMENT Evaluation and insight for social impact We combine rigorous analysis with practical advice to help programmes and funders improve the impact of aid." That is how LAMP Development introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.6/10, LAMP Development | Evaluation and insight for social impact has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for LAMP Development | Evaluation and insight for social impact
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/lampdevelopment-org
Cite this score: Engagemii (2026). "AEO Score for LAMP Development | Evaluation and insight for social impact." Retrieved from https://engagemii.com/aeo/brands/lampdevelopment-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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