Case studies

Examples of outcomes: sharper positioning, better comparisons, and faster shipping cycles.

Category: Observability

From “mentioned” to “recommended”

Identified missing comparisons in AI answers; shipped 5 competitor pages and 2 integration landing pages.

Outcome: Higher mention share + more demo clicks from comparison traffic.

Category: Security

Reducing citation drops with alerts

Catching visibility changes early; updated pages with proof and new messaging before rankings moved.

Outcome: Stabilized citations + preserved conversion rate.

Category: Developer Tools

Briefs that survive reviews

Standardized brief templates across writers; cut revision cycles and shipped twice as many pages per sprint.

Outcome: Faster publishing velocity with consistent quality.

Category: Fintech

Finding the “unknown unknowns”

Audited top pages and surfaced stale claims and missing FAQs that influenced AI answers.

Outcome: Improved page completeness + higher time on page.

Category: HR Tech

Landing pages built from insights

Turned citation gaps into 8 targeted landing pages and a new “alternatives” hub.

Outcome: More qualified organic conversions.

Category: Analytics

Making reporting sprint-friendly

Weekly digest fed directly into backlog. Clear “ship next” list aligned stakeholders.

Outcome: Better prioritization + clearer ROI story.

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