For Marketing Teams
Connect Visibility Findings to Content Work
Use Huizhike to create a baseline, prepare corrective article drafts, and compare later observations.

From Finding to Editorial Backlog
Keep research evidence connected to each proposed content action.
Research
Review relevant prompts, visibility findings, and source gaps.
Draft
Prepare corrective content for human editorial review.
Compare
Repeat the original scope later and inspect change.
