Workflow
Build prompt clusters that mirror how real buyers ask
Most prompt lists are too generic to be useful. A useful cluster mirrors the messy way a buyer actually phrases the question.
A prompt list of "best CRM" tells you almost nothing. A buyer never types that. They type "best CRM for a 12-person agency that already uses Notion and HubSpot for marketing." The shape of the question changes the shape of the answer.
Five clusters that cover most buying journeys
- Discovery - broad, problem-aware: "how do I track X", "what tools do teams use for Y".
- Alternatives - they know one tool: "alternatives to X", "X vs Y", "why people switch from X".
- Comparisons - narrowing two: "X vs Y for a 50-person team", "X or Y if I care about Z".
- Pricing and ROI - late stage: "is X worth the price", "what does X cost compared to Y".
- Integrations and constraints - implementation worries: "X with Salesforce", "X for HIPAA".
Write prompts that include a real constraint
Buyers carry constraints into every search: team size, stack, region, industry, budget. A prompt without a constraint is a prompt no one actually asks. Add the constraint that your ICP carries.
If a real buyer wouldn't say it out loud, don't put it in your prompt list.
Run, score, prune
Run the cluster, see which prompts your brand wins and loses, and prune anything that returns generic answers across every agent. The remaining prompts are your scoreboard.