AI Youtube Thumbnail Maker
Generate scroll-stopping, high-CTR YouTube thumbnails in seconds with AI. Just describe your video — ThumbForge does the rest.
Added July 12, 2026
· Last analysed July 12, 2026 · via 
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 July 2026; the live site may have changed since.
AI Youtube Thumbnail Maker is largely in shape, with a thorough launch checklist and clean crawl signals. Visible gaps: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.
Launched on Product Hunt on July 12, 2026. The site is served through Cloudflare, with a domain registered in 2023. The crawl picked up 14 technologies on this site, covering analytics, security, ui library, and AI builders. The stack includes Tailwind CSS, TanStack Start, and Cloudflare.
For context, it's on one of the most common stacks we track, shared by 289 launches.
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Tech Stack (14)
| CDN |
Cloudflare
(2)
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| JavaScript library |
TanStack Router
|
| Meta-framework |
TanStack Start
|
| UI library |
Lucide Icons
|
shadcn/ui
|
| Analytics |
Google Analytics
(4)
|
Tinybird
|
|
| Tag management |
Google Tag Manager
medium
|
| AI builder |
Lovable
(4)
|
Infrastructure
Email Security
Storage (6)
| Name | Lifetime | Detected as |
|---|---|---|
| _ga | 1y | Google Analytics |
| _ga_39QFRQN5TZ | 1y | Google Analytics |
| __cf_bm | < 1h | Cloudflare |
| __dpl | 23h | - |
| Key | Size | Detected as |
|---|---|---|
| __lovable_anonymous_id | 36 B | Lovable |
| __lovable_session | 75 B | - |
Readiness Breakdown How?
Performance How?
⚠ 13 images: 13 oversized
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| Recognised AI builder signature | +100 |
| Default scaffold favicon | +10 |
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.