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Public dataset checklist

Use public fields only: category, use case, service area, proof, pricing cues, and next-step friction.

Direct answer

Use public fields only: category, use case, service area, proof, pricing cues, and next-step friction. The goal is to help the reader make a better SEO/AEO decision for free, not push them into a sales page.

Template

StepWhat to write/checkPass gate
IntentOne buyer, one question, one page outcome.Not a generic audience.
DataUse public, structured, useful fields only.No private scraping or unsupported claims.
AEOGive a direct answer, FAQ, and comparison table.Readable by humans and answer engines.
SEOUnique title, h1, description, canonical, internal links.No duplicate thin page.
ScaleMonitor crawl/index signals before adding volume.Page count is not treated as success.

FAQ

What is Public dataset checklist?

Use public fields only: category, use case, service area, proof, pricing cues, and next-step friction.

When should this be used?

Use it before scaling pages, buying traffic, sending outreach, or claiming that SEO/AEO is working.

What is the next free step?

Apply the checklist, run a free tool, then monitor indexation and evidence before any monetization step.

Keep going free: Run the Industry MVP Planner or read the 7-point audit checklist.