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Edgewise Lab

Free, open-source tool that scans your AI-built app and tells you, in plain English, what is not safe to launch yet.

Developer Tools
United Kingdom Estimated origin: United Kingdom

Added July 29, 2026 · Last analysed July 29, 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 29 July 2026; the live site may have changed since.

Edgewise Lab ships with the basics, 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 July 29, 2026. The site is hosted on AWS S3 and served through AWS CloudFront, with a domain registered 5 weeks before launch. We've detected 13 technologies on this site, covering analytics, sales intelligence, CDN, and cloud. The stack includes Amazon Web Services, Amplitude, and AWS CloudFront.

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

Vibe Score 50 · Many 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 (13) · Scale-up stack

Infrastructure
CDN AWS CloudFront
Cloud Amazon Web Services
DNS AWS Route 53
Hosting AWS S3
Protocol HTTP/3
Email
Business email Google Workspace (3)
Build & Framework
Font Google Fonts
Analytics & Marketing
Analytics Amplitude (5)
Google Analytics (4)
SEO Google Search Console
Tag management Google Tag Manager medium
Business Tools
Sales intelligence Snitcher (4)
Vector

Infrastructure

Network
AS16509 · US
DNS
AWS Route 53
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
Amazon
Valid 22 Jun 2026 to 5 Jan 2027
Certificate as captured in this snapshot, not a live check.
Domain Age
1 month
Registered Jun 2026 · GoDaddy.com, LLC.

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 (25)

Cookies (6)
NameLifetimeDetected as
AMP_9e4e1e1efe 12mo Amplitude
AMP_MKTG_9e4e1e1efe 12mo Amplitude
EXP_9e4e1e1efe_identity 12mo -
snitcher_device_id 12mo Snitcher
_ga 1y Google Analytics
_ga_P5HPNXQ8NK 1y Google Analytics
Local storage (10)
KeySizeDetected as
AMP_remote_config_9e4e1e1efe 216 B Amplitude
AMP_SR_START_9e4e1e1efe_1785317439480 13 B Amplitude
AMP_unsent_9e4e1e1efe 2 B Amplitude
EXP_9e4e1e1efe 108 B -
EXP_9e4e1e1efe_DEFAULT_USER_PROVIDER 31 B -
EXP_unsent_$default_instance 2 B -
snitcher_device_id 36 B Snitcher
snitcher_device_id_expires 13 B Snitcher
snitcher_session 260 B -
snitcher_session_expires 13 B Snitcher
Session storage (8)
KeySizeDetected as
AMP_PAGE_VIEW 53 B Amplitude
AMP_URL_INFO 80 B Amplitude
EXP_9e4e1e1efe_DEFAULT_USER_PROVIDER 52 B -
radar_sn_de 121 B Vector
radar_sn_ped 122 B Vector
radar_sn_rs 122 B Vector
radar_sn_sg 121 B Vector
radar_sn_sh 121 B Vector
IndexedDB (1)
DatabaseVersionDetected as
AMP_diagnostics_9e4e1e1efe 1 Amplitude

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 70 characters (advisory) Google only shows about 60 characters of the title in search results; aim for 50–60 to keep the whole thing visible.

Performance How?

266 ms Server response
56% Faster than peers
568 ms Largest contentful paint
0.03 Cumulative layout shift
864 KB Page weight
164 KB Image weight
6 Third-party domains
0 Console errors
0 Failed requests

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
Placeholder branding +10
AI onboarding signals +5
AI writing signals +5
AI code-structure signals +5
AI CSS signals +15

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
? No directive declared
? None advertised

Well-Known Files

robots.txt
sitemap.xml (9 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 (0/6)

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

Build

Code splitting
7 JS files
7 CSS files
6 Third-party domains

Brand Colours

App Manifest

Edgewise Lab
display: standalone 1 icon
theme #F4F2EC
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.