Skip to main content

​
Direct answer

Open Monitor > Insights > Query Fan-Out to review web searches detected during provider answer generation. When an observed query belongs in your monitoring scope, review its wording and add it as a configured prompt with a topic, funnel stage, and tags.

​
Data required

Use observed Query Fan-Out records, usages, intent, associated answer and original configured prompt, provider, period, SELF/DIRECT mentions, current prompt inventory, topic taxonomy, funnel stage, tags, business relevance, and monitoring capacity.

​
Workflow

1

Review observed queries

Filter to the intended topic and provider scope. Read the associated answer and original prompt before selecting a query.
2

Check relevance and duplication

Confirm that the audience need matters and that an equivalent configured prompt is not already monitored.
3

Create the prompt

Review the wording, then assign its primary topic, funnel stage, and reusable tags before saving.
4

Establish a baseline

Run the new prompt consistently and evaluate its answers separately before merging it into trend reporting.

​
Interpretation

A query is a web search detected within provider answer generation; a prompt is the configured question Qwairy monitors. Adding a query creates a prompt for future runs and does not change the answer where the query was first observed. Product Coverage can change when the prompt set changes.

​
Possible next actions

  • If several queries express one intent, test one representative prompt rather than adding duplicates.
  • If a query exposes a relevant content gap, create a separate publishing hypothesis after reviewing the associated answers and sources.
  • If a new prompt produces little decision value, test whether it should remain in the monitoring scope.

​
Limitations

Query Fan-Out metadata depends on provider output and Qwairy detection. Absence does not prove that no internal query expansion occurred. Expanding the prompt set changes dataset composition, resource use, and later aggregate comparisons.

Search Insights

Report on documented Query Fan-Out data.

Query Fan-Out

Review the product workflow and definitions.

Qwairy MCP

Use supported MCP tools and schemas.

Monitoring prompts

Audit the configured prompt set.

Gap to article

Turn a verified gap into a publishing experiment.

Highest-priority actions

Compare prompt opportunities with other work.