NEWv1.17: Audited & Actionable
Monitoring

Stop optimizing keyword by keyword. Start owning topics.

Performance breakdown by semantic topic cluster. Win clusters, not keywords.

120 credits free. No credit card required.

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The problem

Monitoring at the prompt level misses the forest for the trees. You may have three hundred prompts but only fifteen topics. AI engines think in topics (semantic clusters), not in prompts. Analyzing at the topic level matches how AI actually operates.

What it does

Topics Analysis groups your prompts into semantic clusters and measures performance at the topic level. Understand not just which prompt wins but which topic you own, the unit of thinking AI engines actually use.

Inside the feature

  • Auto-clustering of prompts into topics
  • Topic-level share of voice and sentiment
  • Custom topic taxonomy per brand
  • Topic gap identification vs competitors

Why Qwairy is different

Most tools

Analyze at the prompt level.

Qwairy

Auto-cluster prompts into semantic topics (the unit AI actually uses).

Most tools

Fixed keyword taxonomy.

Qwairy

Custom topic taxonomy per brand with merge and split controls.

Most tools

One topic per prompt.

Qwairy

Multi-topic assignment with per-topic performance views.

How it works

1

Auto-cluster prompts

Qwairy groups your prompts into semantic topics automatically at onboarding.

2

Review and refine

Accept, rename, merge or split clusters. Build the topic taxonomy that matches your business.

3

Analyze per topic

All dashboards switch to topic-level views. Rankings, sentiment and share of voice aggregate per topic.

Use cases

01

Topic ownership scoring

Rank topics by your share of voice. Identify the three topics you own, the five you contest, the seven you lose.

02

Content cluster planning

For each weak topic, generate a six-article cluster plan from the topic highest-demand prompts.

03

Board-level reporting

Executive reports get one metric per topic (not per prompt). Ten rows instead of three hundred.

FAQ

Frequently Asked Questions

Common questions about Topics Analysis.

Typically 10-30 for a new workspace, depending on prompt count and semantic diversity. You can consolidate or split manually.

Yes. Replace or augment auto-clusters with your own tags. Any prompt can belong to multiple topics.

Yes. New prompts get auto-assigned to existing topics. New clusters may appear when prompt coverage grows.

New prompts typically fit existing clusters. Qwairy alerts when a new theme emerges so you can split a cluster or create a new one.

Yes. Pin any topic to freeze its membership. Useful for brand-critical topics that should not be algorithmically grouped.

Ready to unlock Topics Analysis?

Start free with 120 credits and the full feature set. No credit card required.