Everyone measures.
We guide.

Panovo connects customer voices from marketplaces and forums into a living model of your market — products, attributes, needs, competitors. Continuously tracked, traceable down to the single quote.

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Sample Finding·

Emerging

Battery on Cordless Drill X200 drains 40% faster than spec — spiking across Amazon and Otto reviews since a new battery batch shipped in July

312 Mentions·+186% Week over week·€41k/mo Revenue at risk

14 weeks agoNew battery (Jul)This week

Evidence — 3 of 312

"Used to last a full day on one charge, now dead by lunch. Nothing else changed."

Amazon · 2 days ago · 1★

"Bought a second battery thinking mine was faulty — same drain on both."

Otto · 4 days ago · 2★

"Anyone else timing runtime since the new batch? Mine dropped hard too."

Forum · 5 days ago

Open all 312 sources →

The Workspace

From raw feedback to a finding you can defend in a planning meeting.

A sample of how a finding moves through Panovo — one taxonomy across every marketplace and competitor, every number traceable back to the row behind it.

Marketplace:All

Category:Cordless Drills

Time Range:Last 90 days

640 Products tracked·9,240 Reviews·5 Open alerts

Drill X200Needs attention312 mentions+186%

Drill Y10156 mentions+34%

Drill Combo Kit87 mentions+12%

Drill X50 Lite241 mentions+4%

Drill X100 Pro198 mentions-6%

Drill Compact 12V134 mentions-9%

Built for

Two roles staring at the same blind spot.

Product & Innovation Teams

Walk into planning with the evidence already attached.

Findings ranked by revenue at risk and market share — not by how loud something is in a word cloud.
Category-wide: your listings and your competitors' in one model, across marketplaces and languages.
Copy a finding straight into a spec with its quotes, counts and source links intact.

Consumer Insights & Marketing

Understand the market — even without a direct line to the end customer.