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DEVELOPER TOOLS Critical Vulnerabilities

neon.tech AEO Diagnostic Report

Detailed technical analysis evaluating neon.tech's visibility, machine-readability, and citation likelihood across ChatGPT Search, Perplexity AI, Claude, and Gemini.

AEO Readiness Score
48 / 100
Grade D
AI Diagnostic Summary

neon.tech achieved an overall Answer Engine Optimization composite score of 48/100 (Grade D). The domain demonstrates a crawler permission index of 100/100, entity graph alignment score of 0/100, and direct answer extractability score of 13/100 across leading conversational search models.

1. AI Bot Crawlers 100/100

robots.txt directives

2. Entity Graph 0/100

Wikidata JSON-LD alignment

3. Semantic Hierarchy 100/100

Heading AST structure

4. Direct Answers 13/100

40-60 word summaries

Pillar 01

AI Crawler Access Permissions

Allowed

Inspection of https://neon.tech/robots.txt for leading AI bot user-agents:

User-Agent Engine Status
GPTBot ChatGPT Search ✓ Allowed
PerplexityBot Perplexity AI ✓ Allowed
ClaudeBot Anthropic Claude ✓ Allowed
Google-Extended Gemini Overviews ✓ Allowed
Pillar 02

Wikidata Entity Disambiguation

Entity Missing

Without explicit Wikidata entity references in JSON-LD structured data, LLMs are forced to disambiguate neon.tech using fuzzy probability matching.

// Recommended JSON-LD sameAs Wikidata anchor

"@type": "Organization",

"name": "neon",

"url": "https://neon.tech",

"sameAs": [

  "https://www.wikidata.org/wiki/Special:Search?search=neon.tech"

]

Industry Benchmark

neon.tech vs Sector Peers

Comparative analysis of verified AEO visibility scores across DEVELOPER TOOLS.

Domain AEO Score Grade Status Action
neon.tech (Target) 48/100 D Critical Vulnerabilities Live Scan
linear.app 45/100 D Critical Vulnerabilities View Audit
resend.com 71/100 B AI Optimized View Audit
vercel.com 74/100 B AI Optimized View Audit
supabase.com 45/100 D Critical Vulnerabilities View Audit
Official AEO Verification Badge

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Showcase your verified AI search readiness on your website footer, documentation, or README.

neon.tech AEO Badge
Markdown Code Snippet:
[![AEO Score](https://api.aeoauditing.com/api/badge/neon.tech)](https://aeoauditing.com/report/neon.tech)
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