SHIPPED · BUILT AND RUN BY US
The morning report is waiting before you sit down.
Trend Scout is a set of agents that sweep Amazon Best Sellers, Movers and Shakers, and Reddit every morning, score and dedupe the finds, and post a ranked report to your team chat automatically. Built and running for our own ecommerce research.
Fixed-fee diagnostic. Written scope before any build begins.
Product recreation with simulated data. The build is real.
Run today's sweep. Four finds stream in. The report lands in your team chat.
Click Run today's sweep to step through the simulation. Finds stream in with source chips and momentum scores.
Agents sweep three sources, score finds, dedupe against prior reports, and deliver to team chat.
Product recreation with simulated data. The build is real.
Sweep not started yet.
Product recreation with simulated data. The build is real.
All product names, categories, and momentum scores are fictional and illustrative only. No real marketplace data is shown.
How Trend Scout works.
Facts only. This is the system we built and run for our own ecommerce research.
Three sources swept daily
Every morning, agents sweep Amazon Best Sellers, Amazon Movers and Shakers, and Reddit. Each source is crawled on a schedule. The system runs whether or not anyone is at their desk.
Scoring and deduplication
Every find is scored for momentum and deduped against prior reports. If a product appeared in yesterday's sweep, it is tracked for persistence, not reported as a new find again. The report you receive reflects genuine new signals.
Posted to Discord automatically
The ranked results post to a Discord channel automatically. No login required to receive the report. Your team wakes up to a ready list, sorted by momentum score.
Built and running for our own ecommerce research
Trend Scout is not a demo. It runs every morning for our own ecommerce brands. The report structure you see above is the same structure we use internally.
Human-readable ranked output
The report is ranked, labeled with sources, and written to be read in under two minutes. Each find includes a source chip, a momentum score, and a plain-English reason for the flag. Your team reads it; a human decides what to act on.
Every system we ship runs inside the Oversight Layer
Trend Scout includes the Oversight Layer: the sweep runs on a schedule you control, the audit trail records every run and every find, and the kill switch pauses all agents immediately. The report surfaces signals; your team decides what to do with them. Read how we govern our AI →
Want one like this in your operation?
Stop doing your market research manually.
We scope, build, and run a Trend Scout for your research sources and your team chat. The report is waiting when your team sits down.
Fixed-fee diagnostic. Written scope before any build begins.