seo-serp-qualification

Check what actually ranks for each keyword candidate. Ahrefs numbers alone are useless without understanding the SERP. This step qualifies or kills individual keyword candidates based on intent clarity, format signals, competitive landscape, and whether the rankings are beatable.

Many topics die here. That's the point.

Invocation

/serp-qualification

Example: runs after /keyword-validation, or call standalone and paste a keyword candidate list.

Step 0 — Context Check

If called standalone: ask the user to paste the keyword candidate pool (keywords, volumes, KDs, and the opportunities they belong to).

If called from /topic-research: use the keyword candidate pool from Phase 3.