From raw comments to a clear signal.
No manual reading, no guesswork. Here's the pipeline that turns the noise of fan chatter into live intelligence — and lets you query it conversationally with AI.
We aggregate the conversation
Around the clock, FanScanr pulls public fan comments about every Premier League club from across the web. It only fetches what's new each cycle — the back-catalogue stays stored and searchable, so history is never lost or re-scraped.
- check_circleHourly incremental collection
- check_circleAll 20 PL clubs covered
- check_circleHistorical data kept for date-range views
AI reads every comment
Each comment runs through language models that score its sentiment (positive / neutral / negative), detect the underlying emotion, and tag its topic — transfers, tactics, the manager, ownership, injuries and more. Repeated phrases are cached so analysis stays fast and consistent.
- check_circleSentiment + emotion + topic per comment
- check_circle768-dimension meaning embeddings
- check_circleCached for speed and consistency
You see the pulse
Everything rolls up into a live mood score, sentiment breakdown, trending topics, transfer buzz and a written weekly report — for your club, or the whole league on Gold. Pick any date range and export it.
- check_circleLive mood + breakdowns
- check_circleWeekly AI report with charts
- check_circleExport to PDF · share a link
Ask FanScanr Intelligence anything
Beyond dashboards, FanScanr Intelligence lets you query the entire fan data corpus in plain English. Powered by a RAG vector engine, it retrieves the most relevant fan data and synthesises a verified answer — with the evidence right there.
- check_circleAsk in natural language — no dashboards to click through
- check_circleAnswers grounded in real fan comment embeddings
- check_circleMatch predictions, sentiment trends, rivalry deep-dives
- check_circleConversational context across follow-up questions
balanceAn honest signal
Fan comments over-represent the most vocal supporters, so we treat the mood score as a strong signal — not a scientific poll. Every reading shows the comment volume behind it, so you know how much to trust it. FanScanr Intelligence always cites the underlying data that generated its answer.
Ready to read the room?
Follow your club free and get its live mood in under a minute.