Market intelligence from real conversations
16 sources. 11,000+ posts scanned daily. Only signals with cross platform evidence, real workarounds, and dollar amounts survive.
We scan these. Every 6 hours.
Real output
Signals that passed. Signals that did not. We show both because this is how trust works.
Remote payroll admins overpay $400/mo because Wise and Deel mis calculate FX and fees on every contractor payment.
“Fees on 12 payments a month are adding up fast.” Another person said, “Spending close to $400/month just on transfer fees and FX spread.”
Finance teams manually match SaaS charges to bank statements because corporate cards bundle all spend.
“I export CSV from Stripe, then manually match each line to our bank feed.” Another person said it takes 2 to 3 hours every month end.
Freelancers abandon Deel and Stripe because monthly SaaS fees never match their invoice and reconciliation workflow.
“Built a business dashboard for freelancers inside one HTML file, with no subscriptions, no login, and offline access.”
Airbnb guests cannot get timely help or refunds for substandard stays.
Rejected: review only signal. The complaints mention tools but do not describe a real workflow problem. All quotes came from one platform.
HVAC technician says coil maintenance is “a pain in the ass to service.”
Filtered: physical trade labor, not a software workflow problem. Actor matched the non software blocklist.
Shopify store owner says Google integration silently drops 70% of product listings after sync.
Discarded: only 1 person reported this. Minimum cluster size is 3 events across 2+ platforms.
Honest by default
Our gates are strict. Most clusters fail scoring. Some days, nothing passes, and we tell you that instead of padding the report.
When we ship a system update that affects signal quality, we note it. When we change a filter threshold, you will know. No silent changes.
Every signal shows its score, evidence, source platforms, and why it passed. Every rejected signal explains why it failed.
How it works
We scan 16 public sources every 6 hours and normalize the raw content into one stream.
AI isolates complaints, frustrations, workaround behavior, and switching intent. Vague content gets removed.
Pain events are grouped when multiple people describe the same problem across different platforms.
Each cluster is scored on volume, recurrence, workaround behavior, economic signals, and platform spread.
Surviving clusters become structured signals with the problem, the quotes, the workarounds, and the opportunity angle.
Right now the best path is a live demo. We walk you through the product and show how the reports look in practice.
Pricing
We are opening access carefully. Book a demo and we will walk you through the current product and the right plan.
Starter
$0
Best for understanding the product and seeing how the reports are structured.
Pro
$29/mo
For teams who want fuller access as the product opens up.
FAQ
Drop your email and we’ll reach out with a demo slot.