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What the product actually does

Reputation monitoring, review management, community listening, buyer-intent discovery and competitor intelligence — with one shared understanding of your brand.

  1. 01

    Find

    Conversations that matter, including where your name is never mentioned.

  2. 02

    Understand

    Intent, sentiment, risk and commercial value — with the reasoning shown.

  3. 03

    Decide

    Whether responding is actually useful. Often the answer is no.

  4. 04

    Respond

    A grounded draft, checked against approved knowledge, published by a person.

Find

Discovery that works even when nobody says your name.

Boolean keyword groups

ANY, ALL and NOT logic built through the interface, with a preview of the exact query each source will run. Exclusions are re-checked locally, so "not job, not salary" actually holds.

Buyer-intent discovery

Category and problem phrasing surfaces people describing your problem in their own words, long before they have a vendor shortlist.

Unified inbox

Reviews, forum threads, community posts and open-web results in one place, ranked by how urgently a person should look.

Understand

Analysis that explains itself.

Two independent scores

Response priority answers "how urgently does someone need to look at this". Commercial opportunity answers "how valuable would joining in be". They are deliberately separate, and both open to show their factors.

Intent, not just sentiment

A furious customer and a calm buyer both need action — different action, on different timescales. Intent classification is what makes that distinction.

Risk assessment

Legal allegations, security claims, regulatory complaints and media enquiries are separated from ordinary anger and routed to a person.

Competitor intelligence

What people praise and criticise about the alternatives, with every insight traceable to the conversations behind it.

Decide and respond

Grounded drafts, and the discipline to stay quiet.

Grounded in your knowledge

Drafts are built from your documents and approved claims. Every factual assertion is checked, and unsupported ones block approval rather than slipping through.

Real approval workflow

Drafted, edited, submitted, approved, published — enforced on the server. An approval covers the exact words approved; editing afterwards invalidates it.

Platform-aware voice

The same facts read differently on Reddit and in a Google review reply. Each platform has its own style, length and disclosure expectations.

Report

One set of numbers, everywhere.

Analytics and reports

Dashboards, generated reports and the AI Analyst all read from the same analytics service, so a report can never contradict the screen it came from.

AI Analyst

Ask questions about your own data and get answers that cite the records behind them. If the data cannot answer, it says so rather than estimating.

See all of it working

The demo workspace runs the full pipeline on synthetic data — no credentials needed.

The demo workspace runs on synthetic data and needs no credentials to explore.