VirusTotal for fake social media profiles. Submit any profile URL across LinkedIn, Reddit, Instagram, X, or Facebook and receive a trust score (0–100) with full signal reasoning. Free, open source, human-reviewed.
Four detection engines run in parallel. Results flow through admin approval before publishing. Nothing goes public without human sign-off.
Each engine produces independent signals. Weighted aggregation yields the final trust score.
Detects GAN-generated faces, missing content provenance, stock photo reuse, and EXIF metadata anomalies.
Measures AI-generated text probability, stylometric variance across posts, agenda concentration, and linguistic pattern anomalies.
Analyzes account age vs. activity ratio, pre-account digital footprint, posting time patterns, and personal content ratio.
Maps connection age distribution, flagged account clusters, and coordinated behavior patterns (synchronized posting).
Entirely built on Cloudflare's free tier. Monthly cost at scale: ~$0–$5.
| Service | Purpose | Free Tier |
|---|---|---|
| D1 | SQLite database for profiles, disputes, submissions | 5 GB + 25M reads/day |
| R2 | Evidence vault & screenshot storage | 10 GB + 10M ops/month |
| KV | Score cache & rate limiting | 100K reads/day |
| Workers | API & pipeline orchestration | 100K req/day |
| Queues | Async analysis & notification jobs | 1M messages/month |
| Pages | Frontend & public profile pages | Unlimited |
Every published page is protected by five legal safeguards. All analysis is framed as algorithmic opinion — never a verdict.
“Algorithmic analysis, not a verdict” displayed on every page.
Full methodology disclosure. Open source, publicly auditable.
Confidence percentage and false positive rate on every analysis.
Prominent dispute/opt-out above the fold, not buried.
Every published page has been reviewed and approved by a human.
Anyone can dispute an analysis at any time. Evidence is reviewed in three tiers.
Chrome MV3 extension that injects trust badges directly onto social media profiles as you browse.
Badges on profile cards, search results, and feed mentions.
Badges on post authors and user profiles.
Badges on tweets and user cells.
Badges on posts and profile pages.
Badges on profile pages and timeline posts.
Submit any social media profile URL. The analysis pipeline runs automatically. Every result is reviewed by a human before publishing.