Shareable · Sample content pack

Did content changes move citations and clicks?

Illustrative sample: invented sites, real grading rules

Only content changes (titles, meta descriptions, structured data, copy and llms.txt) that shipped and were graded on AI citations, impressions or clicks. Did making the content easier to cite actually move the number?

Sample content pack · content → visibility

Content shipped → citation/visibility delta

2 proofs · 50% win rate

Each card is a shipped content change with a graded before and after on a citation or search visibility metric.

Instrument-backed: 2 (W1/L0/F1)
Citation proofs: 0

Blog · 2

winBlogcontent · impressions
Brightloop Fitness
Merge three thin rest-day posts into one long guide and redirect the old URLs
content-shipped (blog/content) → impressions 5210 → 7360 (+41.3%) verified 2026-07-20 · Δ +41.3%
surface /blog/rest-days · Share card →
flatBlogtitle · clicks
Quillstone Notes
Retitle the meeting-notes post around the search phrase; clicks barely moved
content-shipped (blog/title) → clicks 31 → 32 (+3.2%) verified 2026-07-28 · Δ +3.2%
surface /blog/meeting-notes · Share card →

Canonical: growthradar.app/wins/pack

Agent feed: growthradar.app/wins/pack.json

Canonical URL: growthradar.app/wins/pack