The Agentic Discovery Playbook
How AI agents find, evaluate, and pick products. Proven on coding agents (Claude Code, Codex, OpenCode) choosing APIs, MCP servers, and libraries. 12 plays (11 evidence-backed + the new ARD spec), original research, honest verdicts.
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· Added June 19, 2026
· Last analysed June 19, 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 19 June 2026; the live site may have changed since.
The Agentic Discovery Playbook looks production-ready overall, with complete legal pages, a thorough launch checklist, and clean crawl signals. What needs work: missing several security headers, tracking cookies set before any opt-in, and incomplete email security.
Launched on Product Hunt on June 19, 2026. The site is hosted on Amazon.com in the United States, with a domain registered in 2025. We've detected 17 technologies on this site, covering analytics, security, seo, and advertising. The stack includes Next.js, React, and Tailwind CSS.
It's running the same core stack as 7,957 other launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (17)
| CDN |
Cloudflare
|
| DNS |
Vercel DNS
|
| Hosting |
Vercel
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| Business email |
Google Workspace
(3)
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| JavaScript library | idb-keyval |
| Meta-framework |
Next.js
(2)
|
| UI library |
shadcn/ui
|
| Advertising |
Facebook Pixel
(2)
|
| Analytics |
Google Analytics
(4)
|
PostHog
(4)
|
|
| SEO |
Google Search Console
|
LinkedIn
(2)
|
|
| Tag management |
Google Tag Manager
|
Infrastructure
Email Security
Storage (16)
| Name | Lifetime | Detected as |
|---|---|---|
| bcookie | 12mo | |
| lidc | 23h | |
| li_gc | 5mo | |
| ph_phc_fb5sEM6kn4Lm1cjYCIVBvhBZBLECKLNBaVkTZQ62rFX_posthog | 12mo | PostHog |
| _fbp | 2mo | Facebook Pixel |
| _ga | 1y | Google Analytics |
| _ga_1YH1ZHJQ0E | 1y | Google Analytics |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| lastExternalReferrer | 5 B | - |
| lastExternalReferrerTime | 13 B | - |
| ph_phc_fb5sEM6kn4Lm1cjYCIVBvhBZBLECKLNBaVkTZQ62rFX_posthog | 1 KB | PostHog |
| visitor_context_v1 | 224 B | - |
| Key | Size | Detected as |
|---|---|---|
| ph_phc_fb5sEM6kn4Lm1cjYCIVBvhBZBLECKLNBaVkTZQ62rFX_posthog | 2 B | PostHog |
| ph_phc_fb5sEM6kn4Lm1cjYCIVBvhBZBLECKLNBaVkTZQ62rFX_primary_window_exists | 4 B | PostHog |
| ph_phc_fb5sEM6kn4Lm1cjYCIVBvhBZBLECKLNBaVkTZQ62rFX_window_id | 38 B | PostHog |
| Database | Version | Detected as |
|---|---|---|
| keyval-store | 1 | idb-keyval |
Readiness Breakdown How?
Performance How?
⚠ 3 images: 2 oversized, 1 without width/height
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 CSS signals | +10 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI stack signals | +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.