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AMPulse

Search additive manufacturing companies, technologies, investments, patents, equipment, and markets. See the trends and patterns around them.

United States Estimated origin: United States

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.

AMPulse ships with the launch fundamentals in place, with complete legal pages, a complete set of security headers, and a thorough launch checklist. What needs work: incomplete email security.

Launched on Product Hunt on August 18, 2026. The site is hosted on Vercel and served through Cloudflare. The crawl picked up 33 technologies on this site, covering analytics, ai api, ui library, and video. The stack includes Next.js, React, and Tailwind CSS.

For context, it's running the same core stack as 13,432 other launches and tighter on security headers than most Product Hunt 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 Crawl files
Complete
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 (33) · Indie stack

Infrastructure
CDN Cloudflare (2)
DNS Cloudflare DNS
Hosting Vercel (2)
Security HSTS
Storage Google Cloud Storage
Email
Business email Google Workspace (3)
Build & Framework
BaaS Supabase
CSS framework Tailwind CSS
Developer tools GitHub
Framework React
JavaScript library Motion
Maps MapTiler
Meta-framework Next.js (5)
Site builder Wix
UI library Lucide Icons
shadcn/ui
Video Vimeo (2)
YouTube (2)
Analytics & Marketing
Advertising Google Ads
Analytics Cloudflare Web Analytics
Google Analytics (2)
Naver Analytics
Vercel Analytics medium
SEO Google Search Console (2)
Social Google Search
Tag management Google Tag Manager (2)
Commerce & Payments
Payments Lemon Squeezy
Business Tools
Collaboration Vercel Live
Search Brave Search
AI & Emerging
AI API Cohere
Google Gemini API
OpenAI API
AI builder Framer

Infrastructure

Network
AS13335 · US
DNS
Cloudflare DNS
Authoritative nameserver
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
Let's Encrypt
Valid 25 Jul 2026 to 23 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 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 (5)

Cookies (4)
NameLifetimeDetected as
ampulse_bot 23h -
cc_required 23h -
cf_clearance 12mo Cloudflare
__csrf 1d -
IndexedDB (1)
DatabaseVersionDetected as
am-pulse-cache 9 -

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?

364 ms Server response
44% Faster than peers
620 ms Largest contentful paint
0.02 Cumulative layout shift
2.2 MB Page weight
20 KB Image weight
15 Third-party domains
24 Console errors
10 Failed requests

3 images: 1 without width/height, 2 missing alt text

Broken first-party requests (10), worth fixing
  • 403 /companies/platform?_rsc=5CB68i4pnAekjehf
  • 403 /companies/am-adjacent-equipment?_rsc=5CB68i4pnAekjehf
  • 403 /companies/hardware?_rsc=5CB68i4pnAekjehf
  • 403 /companies/service?_rsc=5CB68i4pnAekjehf
  • 403 /companies/application?_rsc=5CB68i4pnAekjehf
  • 403 /companies/materials?_rsc=5CB68i4pnAekjehf
  • 403 /reports/asia-am-100/2026?_rsc=5CB68i4pnAekjehf
  • 403 /explore?q=EOS&_rsc=5CB68i4pnAekjehf

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 CSS signals +15
AI onboarding signals +5
AI palette signals +5
AI stack signals +10
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.

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 (13 URLs)
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/privacy
Terms of Service
/terms
? Analytics present, but it set no tracking cookies on our visit (it may be opt-in-gated).
86% unique

Security Headers (6/6)

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

Build

Code splitting
135 JS files
2 CSS files
15 Third-party domains

Brand Colours

App Manifest

AMPulse - Additive Manufacturing Intelligence Platform
display: standalone 3 icons
theme #000000
business finance productivity
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.