The whole market
is talking.
The answers are
already public.
Reviews, forums, news, listings, and social. Gathered across the open web and normalized into one research dataset.
Reviews, forums, news, and listings, gathered for your team and shaped into one dataset you can actually query.
sourcesignaldate
Illustrative · 1,240 mentions · 6 sources · today
Every shape of page.
One row.
A star rating, a forum rant, a headline, a listing. Hover a source, see it land in the same schema.
Trustpilot review★★★★☆ “Shipping was slow but…”
Reddit thread“honestly the best I've tried”
News headline“Acme raises $40M to expand…”
Product listingLaunched · 3 days ago
{
"entity": "Acme",
"source": "trustpilot",
"rating": 4.0,
"sentiment": 0.62,
"date": "2026-06-29"
}Who owns the
conversation?
Every mention counted, per brand, so share of voice is a number, not a hunch.
Illustrative. Your dataset, your brands, your market.
Every source. Every market.
Every language.
- Any source typeReviews, forums, news, marketplaces, social, directories.
- Global & multilingualThe market as it reads locally, in its own language.
- Protected sourcesBehind logins, rate limits, and anti-bot, returned clean.
- On your scheduleRe-run it whenever you need a refresh, not a one-off pull.
One dataset.
Many questions.
The same normalized feed answers the work next door.