WhatHowToAI
Daily opinion essays and pushback on the AI hype cycle. Read commentary on how AI is reshaping work, art, privacy, and everyday life — written by humans, not language models.
Added June 5, 2026
· Last analysed June 5, 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 5 June 2026; the live site may have changed since.
WhatHowToAI scores highly overall, with complete legal pages, a thorough launch checklist, and clean crawl signals. Main gaps: missing several security headers and no email security records.
Launched on Product Hunt on June 5, 2026. The site is served through Cloudflare, with a domain registered 1 week before launch. We've detected 14 technologies on this site, covering advertising, security, affiliate, and AI builders. The stack includes Google Funding Choices, Tailwind CSS, and Cloudflare.
It's on one of the most common stacks we track, shared by 6,784 launches.
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Tech Stack (14)
| CDN |
Cloudflare
(2)
|
| DNS |
Whois.com
|
| Security |
Cloudflare Bot Management
|
| HSTS |
| CSS framework |
Tailwind CSS
|
| Developer tools |
Vite
|
| Font |
Google Fonts
|
| UI library |
shadcn/ui
|
| Advertising |
Google Ads
(4)
|
Google AdSense
|
|
| Affiliate |
Impact
|
| Analytics |
Google Analytics
(3)
|
| Consent |
Google Funding Choices
(2)
|
| AI builder |
Lovable
(2)
|
Infrastructure
Email Security
Storage (9)
| Name | Lifetime | Detected as |
|---|---|---|
| FCCDCF | 1y | Google Funding Choices |
| _ga | 1y | Google Analytics |
| _ga_02FE314F19 | 1y | Google Analytics |
| _gcl_au | 2mo | Google Ads |
| __cf_bm | < 1h | Cloudflare |
| __dpl | 23h | - |
| Key | Size | Detected as |
|---|---|---|
| _gcl_ls | 152 B | Google Ads |
| __lovable_anonymous_id | 36 B | Lovable |
| __lovable_session | 75 B | - |
Readiness Breakdown How?
Performance How?
⚠ 31 images: 21 oversized, 31 without width/height, 30 missing alt text
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 writing signals | +5 |
| Recognised AI builder signature | +100 |
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.