Chousorus

Chousorus is building autonomous systems capable of designing, executing, evaluating and iterating machine-learning experiments. Currently in development.

Added August 2, 2026 · Last analysed August 2, 2026 · via

Own this Launch?

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 2 August 2026; the live site may have changed since.

Chousorus covers some of the launch checklist, with a thorough launch checklist. Main gaps: missing several security headers, incomplete legal pages, and no sitemap.

Launched on Product Hunt on August 2, 2026. The site is served through Cloudflare, with a domain registered in 2023. Our crawler found 11 technologies on this site, covering security, AI builders, analytics, and APIs. The stack includes TanStack Start, Cloudflare, and Cloudflare Bot Management.

It's also one of 47 launches on this exact stack.

If you own this site, refresh the snapshot and see the full fix list any time →

5.4

StackScope Score

Fair

100/100 Launch Readiness

Launch ready

3/6 Security Headers

Decent

0/3 Legal

Missing

1/2 Crawl files

Partial

100/100 Performance

Fast

Vibe Score 100 · Strong AI signals

How much the site looks AI-generated. Informational pattern-match signal, not a verdict. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (11)

Infrastructure

CDN	Cloudflare (2)
Security	Cloudflare Bot Management
Security	HSTS

Build & Framework

API	Google APIs
Developer tools	Vite
Font	Google Fonts
JavaScript library	TanStack Router
Meta-framework	TanStack Start
UI library	shadcn/ui

Analytics & Marketing

Analytics	Tinybird

AI & Emerging

AI builder	Lovable (2)

Infrastructure

Network

CLOUDFLARENET - Cloudflare, Inc., US

AS13335 · SE

DNSSEC

Not enabled

DNS responses unsigned. Cache-poisoning vulnerable.

Green hosting

Green hosted

Host runs on renewable energy. Data from The Green Web Foundation.

SSL Certificate

Google Trust Services

Valid 14 Jun 2026 to 12 Sep 2026

Certificate as captured in this snapshot, not a live check.

Domain Age

3.2 years

Registered May 2023 · CloudFlare, Inc.

Email Security

✗

SPF Not published. Your domain can be spoofed in phishing emails.

DKIM Not detected at common selectors. Your provider may use a custom one.

✗

DMARC Not published. Receivers fall back to permissive defaults.

MTA-STS Not deployed. Mail to your domain can be downgraded to plaintext en route.

TLS-RPT Not configured. You won't hear about silent SMTP TLS handshake failures.

Storage (2)

Cookies (2)

Name	Lifetime	Detected as
__cf_bm	< 1h	Cloudflare
__dpl	23h	-

Readiness Breakdown How?

✓ Custom title and meta description

✓ Open Graph tags (title, image, description)

✓ Twitter card meta tags

✓ Canonical URL declared

✓ Responsive viewport meta tag

✓ Favicon present

✓ Semantic HTML (nav, main, article)

Performance How?

487 ms Server response

35% Faster than peers

760 ms Largest contentful paint

0.02 Cumulative layout shift

970 KB Page weight

214 KB Image weight

2 Third-party domains

0 Console errors

0 Failed requests

⚠ 1 images: 1 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 CSS signals	+15
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.

AI Stance

No AI stance declared

✗ llms.txt published

✓ No AI bots blocked in robots.txt

Content-Signal

? No directive declared

Link headers

? None advertised

Well-Known Files

✓ robots.txt

✗ sitemap.xml

✗ security.txt

✗ llms.txt

✗ ads.txt

✗ humans.txt

Legal

? Privacy Policy not detected

? Terms of Service not detected

? Analytics present, but it set no tracking cookies on our visit (it may be opt-in-gated).

Detection works best on English language sites.

Security Headers (3/6)

✓

Referrer-Policy

✗

X-Frame-Options

✗

Permissions-Policy experimental (check browser support)

✓

X-Content-Type-Options

✗

Content-Security-Policy

✓

Strict-Transport-Security

–

X-XSS-Protection deprecated (use Content-Security-Policy)

Build

2 JS files

2 CSS files

2 Third-party domains

Brand Colours

Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.