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Fanout

Mapped learning across AI research, systems, ML math, inference, and open robotics, with practical labs, daily papers, and roadmaps.

Education

Added August 18, 2026 · Last analysed August 18, 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 18 August 2026; the live site may have changed since.

Fanout is largely in shape, with a thorough launch checklist and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and tracking cookies set before any opt-in.

Launched on Product Hunt on August 18, 2026. The site is hosted on Vercel and served through Cloudflare. The crawl picked up 19 technologies on this site, covering analytics, developer tools, security, and ui library. The stack includes Tailwind CSS, Cloudflare, and Cloudflare Bot Management.

For context, it's running the same core stack as 3,000 other launches.

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

Vibe Score 18 · 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 (19) · Indie stack

Infrastructure
CDN Cloudflare
DNS Vercel DNS
Hosting Vercel
Security Cloudflare Bot Management
HSTS
Email
Business email Google Workspace (2)
Transactional email Resend
Build & Framework
CSS framework Tailwind CSS
Developer tools Vite
Ybug
JavaScript library React Router
Package CDN unpkg
UI library Lucide Icons
shadcn/ui
Analytics & Marketing
Advertising X (Twitter) Ads (3)
Analytics PostHog (4)
Vercel Analytics medium
SEO Google Search Console
Social Twitter Widgets

Infrastructure

Network
AS16509 · US
DNS
Vercel DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
Green hosting
Not green hosted
No green-energy record. Data from The Green Web Foundation.
SSL Certificate
Let's Encrypt
Valid 9 Jul 2026 to 7 Oct 2026
Certificate as captured in this snapshot, not a live check.

Email Security

SPF ~all Soft-fail (~all). Common and accepted.
DKIM Detected via known email provider
DMARC p=none None (p=none). Monitoring only.
?
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 (14)

Cookies (10)
NameLifetimeDetected as
guest_id 1y X (Twitter) Ads
guest_id_ads 1y X (Twitter) Ads
guest_id_marketing 1y X (Twitter) Ads
muc_ads 1y X (Twitter) Ads
personalization_id 1y X (Twitter) Ads
ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_posthog 1y -
talivia_session_id < 1h -
talivia_visitor_id 1y -
_twpid 1y X (Twitter) Ads
__cf_bm < 1h Cloudflare
Local storage (1)
KeySizeDetected as
ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_posthog 1.5 KB PostHog
Session storage (3)
KeySizeDetected as
ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_posthog 299 B PostHog
ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_primary_window_exists 4 B PostHog
ph_phc_A78wYKUnNSdbumCL3W7hiWbzwW45BGfKEZeieMfkcBXa_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)

Performance How?

304 ms Server response
49% Faster than peers
1564 ms Largest contentful paint
0.01 Cumulative layout shift
6.5 MB Page weight
4.9 MB Image weight
10 Third-party domains
0 Console errors
0 Failed requests

29 images: 21 oversized, 22 without width/height, 17 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?

SignalPoints
AI copy signals +5
AI onboarding signals +5
AI writing signals +3
AI code-structure 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 (593 URLs)
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/en/x-for-websites-ads-info-and-privacy
? Terms of Service not detected
? Consent manager not detected
Analytics set tracking cookies on our visit, with no opt-in step.

Security Headers (2/6)

Referrer-Policy via <meta name="referrer">
Permissions-Policy experimental (check browser support)
X-XSS-Protection deprecated (use Content-Security-Policy)

Build

Code splitting
11 JS files
9 CSS files
10 Third-party domains

Brand Colours

App Manifest

Fanout
display: standalone 4 icons
theme #FBFBFB
education reference productivity
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.