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Prompt-set analysis reviews your tracked prompts and proposes additions, rewrites and retirements, each of which you approve or dismiss. It spends credits.

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Analysis and review

Open Insights › Visibility, select the Prompts tab, and expand Prompt-set analysis. Review the credit estimate, then start an analysis. It assesses active prompts in active topics and creates proposals for your review. Starting an analysis never applies its proposals. Review each proposed addition, rewrite or retirement before applying it. You can undo an applied proposal, dismiss a proposal, or restore a dismissed proposal to review. Prompt quotas still apply. If a prompt or topic has changed since analysis, refresh and review the conflict; a new analysis may be needed. Each assessment shows Buyer realism: how closely the prompt reads like a question a real buyer would ask, against a threshold of 0.65. A prompt below the threshold is proposed for a rewrite rather than retired.

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Credits

Reading results or estimates does not consume credits. Starting an analysis reserves its estimated agent credits from the account’s shared balance. Completed analyses settle recorded usage; failed analyses release their reservation without charging. The available balance is shared across projects. An active analysis is reused when you retry. Retrying a queued analysis can safely requeue it. Starting again after a completed or failed analysis creates a new analysis and reservation. The estimate can change as your active prompt set changes. Applying, undoing, dismissing and restoring proposals do not start another analysis or incur an analysis credit charge.

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API and MCP

Use the API and MCP workflow to read assessments, start an approved analysis and review proposals. API access uses the same plan, credits and project permissions as the app.

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Human approval

An agent must show you the credit estimate before starting an analysis, and each proposed change before applying it. It cannot approve its own changes. The developer reference gives the approval fields and conflict handling.

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Results and pagination

The developer reference describes result fields, pagination and error responses.