Autoresearch Playbook
A $97 kit that puts AI to work testing your emails, landing pages, and prices — and keeps only what works. No code needed.
autoresearchplaybook.com
· Added June 21, 2026
· Last analysed June 21, 2026 · via 
· 75% 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 21 June 2026; the live site may have changed since.
Autoresearch Playbook is partway there, with a thorough launch checklist and clean crawl signals. What needs work: missing several security headers, incomplete legal pages, and incomplete email security.
Launched on Product Hunt on June 21, 2026. The site is hosted on Amazon.com in the United States, with a domain registered 3 weeks before launch. The crawl picked up 9 technologies on this site, covering security, CDN, CSS frameworks, and directory. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.
For context, it's running the same core stack as 1,957 other launches.
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Tech Stack (9)
| CDN |
Cloudflare
|
| Hosting |
Vercel
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Business email | Dynadot Email |
| CSS framework |
Tailwind CSS
|
| Font |
Google Fonts
|
| SEO |
Google Search Console
|
| Directory |
Product Hunt
|
Infrastructure
Email Security
Storage (2)
| Name | Lifetime | Detected as |
|---|---|---|
| ar_anon | 12mo | - |
| __cf_bm | < 1h | Cloudflare |
Readiness Breakdown How?
Performance How?
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 copy signals | +5 |
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| AI code-structure signals | +5 |
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.