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Competitor & Market

Review & VoC Miner

Mines public reviews and discussions for objections, feature requests, and buying triggers — yours and your competitors'.

Voice-of-customer is the highest-leverage input for copy, roadmap, and positioning — and it's sitting in public. This mines it systematically instead of anecdotally.

Best forB2BB2b2cB2C
Agents4 required
Duration4-6 minutes

Mines public reviews and discussions for objections, feature requests, and buying triggers — yours and your competitors'. Voice-of-customer is the highest-leverage input for copy, roadmap, and positioning — and it's sitting in public. This mines it systematically instead of anecdotally.

How it runs

Multi-agent orchestration — here's the flow, step by step.

01

Mine public reviews and discussions for the user's product AND competitor products: marketplaces, review platforms, Reddit and community threads via verslay_reddit_search and verslay_web_search. Volume over the recent window, every quote sourced.

web researcher
02

Extract and cluster the voice of customer: recurring objections, feature requests, buying triggers, and delight moments — separated into your product's voice and each competitor's. Quantify theme frequency; keep verbatims with links.

sentiment analyst
03

Cross the two: where competitors hurt and you don't (attack angles), where you hurt and they don't (fix-first list), and the trigger language buyers actually use for each theme — the words ads and pages should borrow.

market analyst
04

Deliver the VoC digest: theme tables with frequencies and verbatims, the attack / fix-first / borrow-language lists, and the top five quotes worth putting in front of the product team.

executive briefing writer

Required Agents

4
  • web-researcher
  • sentiment-analyst
  • market-analyst
  • executive-briefing-writer

Connections

Required

notionverslay

Optional

notioncodagoogle

What it does

  • Your product AND competitors' mined in the same run — contrast built in
  • Themes quantified with frequencies and linked verbatims
  • Attack angles, fix-first list, and borrowable buyer language separated
  • Buying-trigger words captured in buyers' own phrasing
  • Product-team-ready digest with the five quotes that matter

Example prompt

Mine public reviews for my product and my competitors' — what are buyers asking for and objecting to?

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