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AI reputation intelligence & community engagement

Know what the internet is saying.
Know when to respond.

ReputationOS finds the conversations that matter, understands intent and sentiment, and helps your team respond with the right context and brand voice.

Explore a full workspace with synthetic data. No credit card, no connected accounts.

Acme Events · Inbox

12 conversations worth responding to

sorted by priority

Which event registration provider actually works when the venue wifi dies?

Recommendation requestBuyer intent · 12 min ago
41opp 100

Terrible day, still waiting for an explanation

Critical riskComplaint · 1★ · 48 min ago
100opp 29

Finally leaving Gatherly after the billing change

Competitor gapCompetitor gap · 3h ago
35opp 98
Recommended: respond — and 7 conversations recommended for no reply at all.

The problem

Most monitoring tools count mentions. That is not the hard part.

The hard part is knowing which handful of conversations are worth your attention today, what to say, and when saying nothing is the better answer.

The best conversations never name you

“Can anyone recommend an event registration tool that works offline?” is a buying signal. Keyword alerts on your brand name will never surface it.

Sentiment alone tells you nothing

A furious customer and a calm buyer both need action — but completely different action, on completely different timescales.

Volume is the wrong metric

Replying to everything is how brands become the thing people complain about. The valuable output is a short list.

How it works

Find, understand, decide, respond

  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.

Not responding is a first-class outcome. The system regularly recommends staying out of a conversation — and tells you why.

Platform

Everything in one workspace

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

Discovery beyond your brand name

Boolean keyword groups with real exclusions, buyer-intent phrasing and competitor terms — checked locally so results actually match what you asked for.

Transparent scoring

Response priority and commercial opportunity are separate, deterministic scores. Every number opens to show the factors behind it.

Grounded responses

Drafts are built from your approved knowledge and claims. Unsupported statements are flagged before anyone can approve them.

Buyer-intent opportunities

Conversations where someone is actively looking for what you sell, scored on fit, urgency and whether you can genuinely help.

Competitor intelligence

What people praise and criticise about your competitors — every insight traceable to the conversations it came from.

AI Analyst

Ask questions about your own data and get answers that cite the records behind them, not invented statistics.

How we operate

Built to be used by a brand you would put your name on

Engagement software can be built two ways. We chose the one that survives scrutiny.

  • Official APIs and OAuth — never your forum passwords.
  • No fake accounts, no sock puppets, no automated voting.
  • Affiliation disclosed wherever the community expects it.
  • Nothing publishes without a person, unless you explicitly opt in.
  • Rate limits and robots.txt are respected, not worked around.

What this product will not do

  • Generate fake reviews or manufactured endorsements.
  • Impersonate a customer or claim experience it does not have.
  • Auto-submit replies on your behalf where a platform has no publishing API.
  • Invent pricing, case studies or capabilities to win an argument.
  • Pretend an integration works when the credentials are not there.

Security and privacy by construction

Connector credentials are encrypted at rest with authenticated encryption and never returned to the browser. Tenant isolation is enforced in the database layer, not just the interface.

Read about our approach
Credentials at rest
AES-256-GCM
Query-level isolation
Per-tenant
Approval by default
Human
Audit trail
Full

See it working before you connect anything

The demo workspace has four brands, real analysis and the full approval workflow — running entirely on synthetic data.

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