← Back to browse

DataFrey

This launch may no longer be active. Its domain no longer resolved when we last checked on July 16, 2026.

Connect your database to AI. Ask your database in natural language.

Developer Tools

Added April 21, 2026 · Last analysed April 21, 2026 · via Hacker News · 58% 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 April 2026; the live site may have changed since.

DataFrey looks production-ready overall, with a thorough launch checklist, fast page loads, and clean crawl signals. Main gaps: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.

Launched on Hacker News on April 21, 2026. The site is hosted on Vercel and served through Cloudflare. We've detected 12 technologies on this site, covering analytics, CDN, CSS frameworks, and developer tools. The stack includes Next.js, React, and Tailwind CSS.

It's on one of the most common stacks we track, shared by 10,662 launches.

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

6.4
StackScope Score
Good
100/100 Launch Readiness
Launch ready
0/3 Legal
Missing
2/2 Crawl files
Complete
Vibe Score 5 · Few 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 (12) · Indie stack

Infrastructure
CDN Cloudflare (2)
DNS Vercel DNS
Hosting Vercel (2)
Security HSTS (2)
Build & Framework
CSS framework Tailwind CSS
Developer tools CodeSandbox
Documentation Mintlify (5)
Framework React
Meta-framework Next.js (3)
UI library shadcn/ui
Analytics & Marketing
Analytics Cloudflare Web Analytics
PostHog (4)

Infrastructure

Network
AS16509 · US
DNS
Vercel DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
SSL Certificate
Let's Encrypt
Valid 29 Mar 2026 to 27 Jun 2026
Certificate as captured in this snapshot, not a live check.

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 (8)

Cookies (1)
NameLifetimeDetected as
ph_phc_vi6z3VS6dT4wj9DRJxHYAUhXK3o2GPHTxGa2ndJFTWv8_posthog 12mo PostHog
Local storage (3)
KeySizeDetected as
chat-assistant-sheet-open 5 B -
mintlify_anonymous_id 26 B Mintlify
ph_phc_vi6z3VS6dT4wj9DRJxHYAUhXK3o2GPHTxGa2ndJFTWv8_posthog 1.5 KB PostHog
Session storage (4)
KeySizeDetected as
mintlify_session_id 29 B Mintlify
ph_phc_vi6z3VS6dT4wj9DRJxHYAUhXK3o2GPHTxGa2ndJFTWv8_posthog 388 B PostHog
ph_phc_vi6z3VS6dT4wj9DRJxHYAUhXK3o2GPHTxGa2ndJFTWv8_primary_window_exists 4 B PostHog
ph_phc_vi6z3VS6dT4wj9DRJxHYAUhXK3o2GPHTxGa2ndJFTWv8_window_id 38 B PostHog

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)

Vibe Score Breakdown How?

SignalPoints
AI copy 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.

AI Stance

Welcomes AI crawlers
llms.txt published
No AI bots blocked in robots.txt
? No directive declared
? None advertised

Well-Known Files

robots.txt
sitemap.xml (14 URLs)
security.txt
llms.txt
ads.txt
humans.txt
? Privacy Policy not detected
? Terms of Service not detected
? Consent manager not detected
Analytics set tracking cookies on our visit, with no opt-in step.
Detection works best on English language sites.

Security Headers (3/6)

Permissions-Policy experimental (check browser support)
X-XSS-Protection deprecated (use Content-Security-Policy)

Performance

115ms response time
Faster than 91% of sites
4 third-party domains loaded

Build

Code splitting
25 JS files
3 CSS files
4 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.