MatchdayVerdict — pre-share fact-check bot for football fan group chats
A WhatsApp and Telegram bot that football fans drop viral transfer rumors, lineup leaks, or score screenshots into; the bot returns sources, a confidence level, and a verdict on whether it's safe to share.
Football fans running active WhatsApp or Telegram group chats around matches
- Forward-image verification on transfer, lineup, and result rumors with cited sources
- Confidence tags from Tier-1 beat reporters to club-statement to random blog
- Group-chat auto-replies in the channel's preferred tone (English, Spanish, Portuguese, etc.)
- 'Lock of the day' picks sourced from multiple verified outlets per fixture
FIFA World Cup 2026 is producing viral misinformation at unprecedented scale; fan group chats have no shared trust layer so everyone forwards the same fake image and fixture updates at the same time.
BBC reports 14x more harmful social media posts during 2026 World Cup vs 2022, FIFA moderating 53M posts; NYT Athletic documented a thriving fake Man United news ecosystem; Barcelona publicly outraged over fake transfer rumors — clear, documented viral misinformation problem.World Cup 2026: 14 times more harmful social media posts than in 2022 - BBC ↗Fake Man United news: Tracking down the people making thousands out of social media - The Athletic/NYT ↗Barcelona outraged over fake rumours and hoaxes from anonymous social media ↗
No football-vertical-specific pre-share verdict bot found; closest competitors are generic (Perplexity WhatsApp fact-checker, open-source WhatsAMyth, Snopes) — gap exists but incumbents could trivially add sports mode.WhatsAMyth - AI-powered fact-checking bot for WhatsApp & Telegram ↗How to Instantly Fact-Check Messages on WhatsApp and Telegram Using Perplexity AI ↗
No evidence of fan WTP for sports fact-check bots; Perplexity's WhatsApp fact-check is free, Snopes is ad-supported, and football fan culture resists paid utilities — Telegram subscription infra exists but generic, not for this use case.Telegram & Discord Subscription Bot — BotSubscription ↗How to Instantly Fact-Check Messages on WhatsApp and Telegram Using Perplexity AI ↗
World Cup 2026 provides a clear 12-18 month spike, and AI deepfakes are worsening (memeburn reports 10,000+ scam ads impersonating players), but demand likely concentrates around transfer windows and tournament cycles rather than steady-state.World Cup 2026 AI Deepfakes Are Everywhere - Memeburn ↗2026 World Cup: How Misinformation is Spreading Amid Global Controversy ↗
Buildable on well-documented WhatsApp Business API and Telegram Bot API with existing fact-check LLMs; WhatsAMyth proves the architecture as open source, but image/screenshot OCR + per-message API costs at fan-group scale are nontrivial.WhatsAMyth - AI-powered fact-checking bot for WhatsApp & Telegram ↗