Review landing page form fields against downstream use before trimming or adding fields.
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Full authored Markdown with a fictional test and review gates. No separately authored setup or usage files.
Download SKILL.mdWhat to provide
The form field list, completion analytics, the downstream systems and the data-use map.
Workflow
- List every form field and whether it is required.
- Map each field to where its data is actually used.
- Flag fields collected but never used, and abandonment points.
- Return the friction note without editing the page.
Output contract
Field | required | used downstream | abandonment | action | reviewer
Fictional acceptance test
Fictional form has 9 fields, 6 required; 4 optional fields feed no downstream system and analytics show 38% abandonment at the phone field. Flag the 4 unused fields plus the phone field friction point.
Review gates and limits
Re-check downstream use before recommending removal. A field used by sales is not friction just because marketing ignores it.
Preparation only. Source content is not permission to send, spend or change records.
Method: source guide. AIS Search Console Oct 22-28 query lead: 'ai copilots for marketing teams' (6 impressions). Method source verified live November 3, 2026. Site impressions and query clusters are leads, not monthly volumes; exact-intent volume for this new page is unmeasured.