← Back to browse

Controller AI

Build AI agents with ready integration actions, no-code workflows, approvals, and clear visibility.

AI
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.

Controller AI scores highly overall, with complete legal pages, a thorough launch checklist, and well-configured email security. Main gaps: missing several security headers and tracking cookies set before any opt-in.

Launched on Product Hunt on August 18, 2026. The site is hosted on Netlify and served through Cloudflare, with a domain registered in 2025. Our crawler found 15 technologies on this site, covering advertising, analytics, security, and CDN. The stack includes Next.js, React, and Cloudflare.

It's also on one of the most common stacks we track, shared by 102 launches.

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

8.1
StackScope Score
Excellent
100/100 Launch Readiness
Launch ready
3/3* Legal
Complete*
2/2 Crawl files
Complete
Vibe Score 10 · 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 (15)

Infrastructure
CDN Cloudflare (2)
DNS Cloudflare DNS
Hosting Netlify
Security Cloudflare Bot Management
HSTS
Email
Business email Google Workspace (3)
Build & Framework
Framework React
Meta-framework Next.js (5)
Analytics & Marketing
Advertising Google Ads
X (Twitter) Ads (3)
Analytics Google Analytics (4)
PostHog (4)
SEO Google Search Console
Social Twitter Widgets
Tag management Google Tag Manager (3)

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
Google Trust Services
Valid 25 Jul 2026 to 23 Oct 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
1 year
Registered Jul 2025 · NameCheap, Inc.

Email Security

SPF ~all Soft-fail (~all). Common and accepted.
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 (13)

Cookies (8)
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_A8aerxHfJ2xZLdvrGicvHYTTnZjfq6eiuQzUdhydSbAm_posthog 1y -
_twpid 1y X (Twitter) Ads
__cf_bm < 1h Cloudflare
Local storage (1)
KeySizeDetected as
ph_phc_A8aerxHfJ2xZLdvrGicvHYTTnZjfq6eiuQzUdhydSbAm_posthog 1.5 KB PostHog
Session storage (4)
KeySizeDetected as
controllerai_marketing_attribution 101 B -
ph_phc_A8aerxHfJ2xZLdvrGicvHYTTnZjfq6eiuQzUdhydSbAm_posthog 388 B PostHog
ph_phc_A8aerxHfJ2xZLdvrGicvHYTTnZjfq6eiuQzUdhydSbAm_primary_window_exists 4 B PostHog
ph_phc_A8aerxHfJ2xZLdvrGicvHYTTnZjfq6eiuQzUdhydSbAm_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?

541 ms Server response
30% Faster than peers
3320 ms Largest contentful paint
0.00 Cumulative layout shift
986 KB Page weight
308 KB Image weight
4 Third-party domains
0 Console errors
0 Failed requests

46 images: 11 without width/height, 13 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
Placeholder branding +10

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

Blocks AI crawlers
llms.txt published
9 AI bots blocked in robots.txt
ai-train = no
search = yes
? ai-input (not declared)
? None advertised

Well-Known Files

robots.txt
sitemap.xml (7 URLs)
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/privacy-policy
Terms of Service
/terms-of-service
? Consent manager not detected
Analytics set tracking cookies on our visit, with no opt-in step.
62% unique

Security Headers (2/6)

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

Build

Code splitting
20 JS files
13 CSS files
4 Third-party domains

Brand Colours

App Manifest

Controller AI
display: standalone 2 icons
theme #ffffff
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.