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seo-business-fit-filter

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Use this skill when a qualified keyword list needs the commercial filter — five gates checking pipeline potential, ICP match, honest product fit, client alignment, and net-new vs update vs cannibalization. Stops an SEO plan from becoming a traffic play; traffic for the wrong audience is a cost, not a win. Fires on "which of these keywords are actually worth it", "filter for pipeline". Phase 5 of the SEO topic research pipeline; runs standalone if you paste the keyword list and account context.

skills/sam-dunning/seo-business-fit-filter/SKILL.md

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Oct 20, 2026
License
MIT

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Apply the commercial filter. This is the step that stops the keyword list from becoming a traffic play disguised as an SEO strategy.

Every surviving keyword gets tested against five questions. Most are easy. Some are hard. The hard ones matter most.

## Invocation

`/business-fit-filter`

Example: runs after `/serp-qualification`, or call standalone and paste the qualified keyword list plus account intelligence.

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## Step 0 — Context Check
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