technofatty
Questions, awkwardly answered.
Questions, awkwardly answered.
Feed suspicion
When the internet suddenly agrees with itself too neatly, inspect the machinery before joining the chorus.
Start here
This turns the hub into a decision path: choose the closest situation, then open the verdict that should come first.
Recommended first verdict
Start with whether the visible excitement looks organic enough to trust.
Situation read
Real attention is usually uneven
Organic hype tends to arrive with messy language, mixed motives, jokes, doubts, and uneven timing. Managed attention often looks cleaner than ordinary people usually are.
A pattern can be suspicious without being proven fake
These tools do not prove intent, funding, bots, or coordination. They help you slow down around repeated phrasing, sudden consensus, hidden incentives, and feeds that keep converting attention into cost.
The safest move is often withholding amplification
You do not have to accuse anyone to pause. Sometimes the useful verdict is simply that the pattern has not earned your trust yet.
Use the tools
Fake Fan Detector
Estimate whether a wave of hype looks organic, coordinated, or a little too carefully farmed.
Astroturf Detector
Estimate whether a campaign, comment wave, or public outrage looks grassroots or manufactured.
Algorithm Tax Calculator
Estimate how much money, time, and attention a platform's recommendations are quietly extracting.
Vaguepost Decoder
Paste a cryptic post and get a verdict on what species of attention-seeking nonsense it probably is.
Verdict cards
Each one gives a score, a reason, and a copyable takeaway when the awkwardness needs a cleaner shape.
Tech
Estimate whether a wave of hype looks organic, coordinated, or a little too carefully farmed.
Open verdictTech
Estimate whether a campaign, comment wave, or public outrage looks grassroots or manufactured.
Open verdictTech
Estimate how much money, time, and attention a platform's recommendations are quietly extracting.
Open verdictLife
Paste a cryptic post and get a verdict on what species of attention-seeking nonsense it probably is.
Open verdictYour verdict trail