Platform
One workspace for how AI talks about you.
Monitor the answers. Interpret what they say. Turn every gap into a task. Report with evidence anyone can check.
01 Monitor
Ask what your customers ask.
Build query sets from real questions — best-of, comparisons, alternatives, brand questions — and run them across engines, regions and languages.
- Query sets across engines, regions and languages
- Every run stores the raw answer, citations and a timestamped snapshot
- Engine adapters are versioned, so results stay comparable
- Engines without an approved API fall back to manual capture — never scraping
02 Interpret
Read every answer like an auditor.
Mentions, recommendations and ranks are decided by explainable rules — and every decision shows the words and sentence that triggered it.
- Mention detection with aliases in every language
- Rule hits recorded for each recommendation
- Ranks taken from lists; estimated ranks are flagged and kept apart
- Human review can override any result — with a reason, on the record
03 Tasks
Turn gaps into accountable work.
Insights become tasks with acceptance criteria that can be verified, linked to the runs, questions and evidence that prompted them.
- Acceptance criteria you can check, not opinions
- Linked runs, questions and evidence on every task
- Outreach, publishing and shared reports need approval: draft → submitted → approved → executed
- Rejections require a reason; every step is written to the audit log
04 Reports
Reports that show their working.
Trends come with the sample size, coverage and window behind them, alongside the answer snapshots and sources that prove them.
- Sample size, coverage and estimation notes on every chart
- Key answers with snapshots, citations and timestamps
- Competitor comparison and the actions behind each period
- Share links that are read-only, expiring and revocable — and every view is logged
What we measure
Five measures. Each one traceable.
Every figure in a report goes back to a stored answer, the parser version that read it, and the rules that fired.
- Mentions
- How often answers name your brand — by its name or any registered alias.
- Recommendations
- How often an answer actually recommends you, judged by explainable rules.
- Top-three share
- How often you rank near the top of a list. Estimated ranks are kept apart.
- Share of voice
- Your mentions relative to the competitors you register.
- Source share
- Which kinds of sources the engines cite: your own, independent, community.
See your brand through AI’s eyes.
Tell us about your brand and the questions people already ask AI in your category.