LLM-Citeops
Free CLI for Node.js. Score pages for answer-ready content (AEO) and AI trust (GEO). Print HTML, JSON, or CSV. Fail CI when scores slip.
Added April 12, 2026
· Last analysed April 12, 2026 · via 
· 78% unique tagline
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 12 April 2026; the live site may have changed since.
LLM-Citeops still has work before launch. What needs work: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.
Launched on Product Hunt on April 12, 2026. The site is hosted on Vercel. The crawl picked up 5 technologies on this site, covering CSS frameworks, frameworks, hosting, and meta-frameworks. The stack includes Next.js, React, and Tailwind CSS.
For context, it's running the same core stack as 10,661 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (5)
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Meta-framework |
Next.js
(4)
|
Infrastructure
Email Security
Storage (1)
| Name | Lifetime | Detected as |
|---|---|---|
| NEXT_LOCALE | session | Next.js |
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| AI palette signals | +3 |
| AI stack signals | +10 |
| Default scaffold favicon | +10 |
| Stock-image social proof | +15 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.