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Political Bias in AI

Political bias in AI measures where every major AI model stands on charged political and ethical questions: run many times, no web search, plotted with error...

AI

trakkr.ai · Added June 25, 2026 · Last analysed June 25, 2026 · via · 57% unique tagline

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 25 June 2026; the live site may have changed since.

Political Bias in AI scores well across the board, with complete legal pages, a thorough launch checklist, and clean crawl signals. Main gaps: missing several security headers, tracking cookies set before any opt-in, and incomplete email security.

Launched on Product Hunt on June 25, 2026. The site is hosted on Cloudflare in the United States, with a domain registered in 2025. The crawl picked up 17 technologies on this site, covering advertising, analytics, seo, and CDN. The stack includes Tailwind CSS, Brevo, and Cloudflare.

For context, it's on one of the most common stacks we track, shared by 5,104 launches.

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

8.6
StackScope Score
Excellent
100/100 Launch Readiness
Launch ready
3/3* Legal
Complete*
2/2 Web Standards
Complete
Vibe Score 30 · Some AI signals
Informational pattern-match signal. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (17)

Infrastructure
CDN Cloudflare (2)
DNS Cloudflare DNS
Security Cloudflare Bot Management
Email
Business email Google Workspace (3)
Email marketing Brevo
Build & Framework
CSS framework Tailwind CSS
Developer tools Vite
Font Google Fonts
JavaScript library React Router
Analytics & Marketing
Advertising Facebook Pixel (3)
Google Ads (3)
Analytics Google Analytics (2)
PostHog (4)
SEO Google Search Console
LinkedIn (3)
Tag management Google Tag Manager medium
Business Tools
Error tracking Sentry (2)

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 8 May 2026 to 6 Aug 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
1 year
Registered May 2025 · NameCheap, Inc.

Email Security

SPF -all Strict (-all). Strong.
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 (20)

Cookies (7)
NameLifetimeDetected as
bcookie 12mo LinkedIn
lidc 23h LinkedIn
li_gc 5mo LinkedIn
ph_phc_5U1xIs34vDgPvoDJRQe2fN9YisMrGRBc3Dr9zmI7VXJ_posthog 12mo PostHog
_fbp 2mo Facebook Pixel
_gcl_au 2mo Google Ads
__cf_bm < 1h Cloudflare
Local storage (6)
KeySizeDetected as
lastExternalReferrer 5 B -
lastExternalReferrerTime 13 B -
ph_phc_5U1xIs34vDgPvoDJRQe2fN9YisMrGRBc3Dr9zmI7VXJ_posthog 1.7 KB PostHog
trakkr_anon_id 26 B -
trakkr_first_touch_sent 13 B -
_gcl_ls 277 B Google Ads
Session storage (6)
KeySizeDetected as
ph_phc_5U1xIs34vDgPvoDJRQe2fN9YisMrGRBc3Dr9zmI7VXJ_posthog 330 B PostHog
ph_phc_5U1xIs34vDgPvoDJRQe2fN9YisMrGRBc3Dr9zmI7VXJ_primary_window_exists 4 B PostHog
ph_phc_5U1xIs34vDgPvoDJRQe2fN9YisMrGRBc3Dr9zmI7VXJ_window_id 38 B PostHog
sentryReplaySession 141 B Sentry
trakkr_onboarding_session_id 36 B -
trakkr_session 24 B -
IndexedDB (1)
DatabaseVersionDetected as
trakkr-bias-cache 1 -

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?

202 ms Server response
71% Faster than peers
1588 ms Largest contentful paint
0.01 Cumulative layout shift
2.0 MB Page weight
149 KB Image weight
10 Third-party domains
0 Console errors
0 Failed requests

37 images: 37 oversized, 31 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
AI palette signals +5
AI typography 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

Welcomes AI crawlers
llms.txt published
No AI bots blocked in robots.txt
? No directive declared
? None advertised

Well-Known Files

sitemap.xml (31 URLs)
security.txt
llms.txt
ads.txt
humans.txt
? Consent manager not detected
Analytics set tracking cookies on our visit, with no opt-in step.
8% unique

Security Headers (3/6)

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

Build

Code splitting
13 JS files
7 CSS files
10 Third-party domains

Brand Colours

App Manifest

Trakkr
display: standalone 3 icons
theme #0e9373
Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.