AI Visibility Scorecard
dev.neo4j.com · Technology
Somewhat visible. AI bots can read Neo4j Graph Intelligence Platform, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · Perplexity · Apple Intelligence
#34,109 of 2,705,353 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Neo4j Graph Intelligence Platform describes itself simply: "The Neo4j Developer Center: build smarter apps faster with graph tools, drivers, and guides for Python, Java, JavaScript, and C#. New to graph? Start here." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebPage, WebSite, Organization) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Fair
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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, Neo4j Graph Intelligence Platform has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Neo4j Graph Intelligence Platform
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-neo4j
Cite this score: Engagemii (2026). "AEO Score for Neo4j Graph Intelligence Platform." Retrieved from https://engagemii.com/aeo/brands/dev-neo4j
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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