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Categorized keyword research list
A categorized keyword table (problem, user, action, feature, location) with a numeric volume and competition estimate and a relevance note for every term, plus a focus set of exactly the size you choose, marked in the table.
You receive: A structured keyword table (CSV or JSON) that passes the format, size, completeness, category, dedup, numeric-range, focus-set, and count checks against your targets.
Part of Get First Users, Distribution
What's verified: STUD verifies the table parses in your chosen format (CSV or JSON) and stays under a 200,000 character size bound, that it has at least your total keyword count of rows, that every row carries a keyword, category, volume estimate, competition estimate, and relevance note, that categories come from the fixed set (problem, user, action, feature, location) and span at least your minimum distinct categories, that keywords are deduplicated, that volume estimates are numbers at 0 or above and competition estimates are numbers from 0 to 100, that exactly your focus set size of rows are marked focus, and that each relevance note meets a minimum length floor (12+ characters, 3+ words). Your count settings are held to disclosed guard rails (minimum categories 2 to 5, total keywords 5 to 500, focus set 5 to 10). STUD does NOT verify that volume or competition estimates match real search data, that keywords actually fit your product, channel, or audience, or that relevance notes are accurate: the subject, channel, audience, and seed terms you provide are operator context, not enforced criteria.
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Example
A sample of what this play produces. Your result is generated for your inputs.
| Keyword | Category | Volume estimate | Competition estimate | Relevance note | Focus |
|---|---|---|---|---|---|
| run my business with ai agents | problem | 1300 | 15 | High-intent, matches the core job to be done | true |
| ai workspace for founders | feature | 720 | 20 | Category term for the living workspace | true |
| ai operating system | feature | 2900 | 55 | Broad category term, worth owning a definition post | true |
| business playbook automation | action | 880 | 35 | Playbooks as runnable automations, a strong comparison-post angle | true |
| ai for solo founders | user | 1600 | 45 | Persona term, strong top-of-funnel fit | true |
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