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Causality Engine

Causal attribution for Ecommerce brands using Google Analytics 4. Upload your GA4 export, see which channels actually drive revenue with confidence intervals in minutes. Built for any ecommerce platform on GA4.

Marketing

www.causalityengine.ai · Added June 18, 2026 · Last analysed June 18, 2026 · via Hacker News · 70% 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 18 June 2026; the live site may have changed since.

Causality Engine ships with the launch fundamentals in place, with complete legal pages, a complete set of security headers, and a thorough launch checklist.

Launched on Hacker News on June 18, 2026. The site is hosted on Amazon.com in the United States, with a domain registered 11 months before launch. Our crawler found 23 technologies on this site, covering analytics, business email, email marketing, and security. The stack includes Google, Next.js, and React.

Notably, it's running the same core stack as 7,879 other launches and tighter on security headers than most Hacker News launches.

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

10.0
StackScope Score
Excellent
100/100 Launch Readiness
Launch ready
3/3 Legal
Complete
2/2 Web Standards
Complete
Vibe Score 20 · Few AI signals
Informational pattern-match signal. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (23)

Infrastructure
CDN Cloudflare
DNS Porkbun DNS
Hosting Vercel (2)
Security Cloudflare Bot Management
HSTS
Email
Business email Google Workspace (3)
Migadu
Email marketing HubSpot (4)
Klaviyo
Build & Framework
CSS framework Tailwind CSS
Framework React
Meta-framework Next.js (2)
Realtime Pusher
Analytics & Marketing
Analytics Amplitude
Google Analytics (3)
Consent Google
SEO Geo Meta Tags
Google Search Console
Tag management Google Tag Manager (2)
Stape
Business Tools
Collaboration Vercel Live
Error tracking Sentry
AI & Emerging
AI service PromptWatch (3)

Infrastructure

Network
AS16509 · US
DNS
Porkbun DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
SSL Certificate
Let's Encrypt
Valid 15 May 2026 to 13 Aug 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
11 months
Registered Jul 2025 · Porkbun LLC

Email Security

SPF -all Strict (-all). Strong.
DKIM Detected via known email provider
DMARC p=quarantine Quarantine (moderate)
?
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 (5)

Cookies (5)
NameLifetimeDetected as
hubspotutk 5mo HubSpot
__cf_bm < 1h Cloudflare
__hssc < 1h HubSpot
__hssrc session HubSpot
__hstc 5mo HubSpot

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)
Page title is 63 characters (advisory) Google only shows about 60 characters of the title in search results; aim for 50–60 to keep the whole thing visible.
Meta description is 269 characters (advisory) Google only shows about 155–160 characters of the description in desktop search results (less on mobile); anything past that won't appear.

Performance How?

56 ms Server response
99% Faster than peers
292 ms Largest contentful paint
0.06 Cumulative layout shift
948 KB Page weight
1 KB Image weight
9 Third-party domains
0 Console errors
1 Failed requests
Broken first-party requests (1), worth fixing
  • csp /amaygmigbn.js?6ox4yrt1=BwZaLjkqVC82MzdRWSNARxhfVUdcQR0PUwEGHB4GFQgaGwIHCg4XBEADDg%3D%3D

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?

SignalPoints
AI palette signals +5
AI stack signals +10
AI layout 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

sitemap.xml (4711 URLs)
llms.txt
ads.txt
Consent manager: Google
92% unique

Security Headers (6/6)

Permissions-Policy experimental (check browser support)
Content-Security-Policy ⚠ CSP violation detected: your policy is blocking 2 of your own resources
X-XSS-Protection deprecated (use Content-Security-Policy)

Build

Code splitting
31 JS files
1 CSS files
9 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.