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I used NLP to turn UK planning PDFs into a clean CSV

18-column machine-readable schema of UK local council planning refusals.

Added April 7, 2026 · Last analysed April 10, 2026 · via Hacker News · 71% unique tagline

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Screenshot of I used NLP to turn UK planning PDFs into a clean CSV

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 10 April 2026; the live site may have changed since.

I used NLP to turn UK planning PDFs into a clean CSV is partway there, with a thorough launch checklist. What needs work: no Permissions-Policy, incomplete legal pages, and no robots.txt or sitemap.

Launched on Hacker News on April 7, 2026. The site is hosted on Google Cloud, with a domain registered in 2009. The crawl picked up 25 technologies on this site, covering productivity, video, analytics, and advertising. The stack includes Google Sign-In, DocDroid, and Firebase.

For context, it's running the same core stack as 212 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 →

5.2
StackScope Score
Fair
100/100 Launch Readiness
Launch ready
5/6 Security Headers
Strong
0/3 Legal
Missing
0/2 Crawl files
Missing
Vibe Score 0 · No 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 (25)

Infrastructure
DNS Google Domains DNS
Hosting Google Cloud
Protocol HTTP/3 (2)
Security HSTS (2)
Storage Google Cloud Storage (2)
Email
Business email Google Workspace (3)
Build & Framework
API Google APIs (2)
Auth Google Sign-In (2)
BaaS Firebase
Developer tools Kaggle
Font Google Fonts
JavaScript library Google Charts
Video Kick
Twitch
YouTube
Analytics & Marketing
Advertising Google Ads
Analytics Google Analytics (3)
Qualtrics
Social Google Search
Business Tools
Chat Zendesk
Productivity DocDroid
Google Docs
Google Drive
Google Sheets
Scheduling Google Calendar

Infrastructure

Network
GOOGLE-CLOUD-PLATFORM - Google LLC, US
AS396982 · US
DNS
Google Domains DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
SSL Certificate
Google Trust Services
Valid 9 Mar 2026 to 7 Jun 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
16.9 years
Registered Aug 2009 · MarkMonitor Inc.

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 (1)

Cookies (1)
NameLifetimeDetected as
ka_sessionid 1mo -
HTTP cookies only. This snapshot pre-dates 21 Apr 2026 when StackScope started capturing JavaScript-set cookies, localStorage, IndexedDB, and Cache Storage.

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)

AI Stance

No AI stance declared
✗ llms.txt published
✓ No AI bots blocked in robots.txt
Content-Signal
? No directive declared
Link headers
? None advertised

Well-Known Files

✗ robots.txt
✗ sitemap.xml
✗ security.txt
✗ llms.txt
✗ ads.txt
✗ humans.txt

Legal

? 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 (5/6)

✓
Referrer-Policy
✓
X-Frame-Options
✗
Permissions-Policy experimental (check browser support)
✓
X-Content-Type-Options
✓
Content-Security-Policy
✓
Strict-Transport-Security
–
X-XSS-Protection deprecated (use Content-Security-Policy)

Performance

252ms response time
Faster than 63% of sites
10 third-party domains loaded

Build

✓ Code splitting
15 JS files
7 CSS files
10 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.