Benchmark report engine
Turn AI-search gaps into benchmark reports buyers and partners can cite.
TrafficWins turns prompt research, competitor mentions, cited sources, review proof, and shipped campaign assets into repeatable benchmark reports with methodology, findings, source pages, and follow-up distribution.
What this replaces
- Benchmark reports start from a category, buyer prompt set, competitor list, and cited-source inventory
- Every finding points to a TrafficWins action: new article, refresh, comparison page, FAQ, proof page, or outreach source
- Methodology and caveats make the report credible enough for journalists, partners, newsletters, and sales follow-up
- Report outputs become reusable assets for AI-search education, directory replies, partner pitches, and customer expansion
Workflow
One buyer promise, connected to the whole campaign loop.
Best page for AI visibility benchmark, AI search report, AEO benchmark report, GEO benchmark, and AI brand visibility study searches.
Choose category
Visible stage state keeps the campaign inspectable.
Map prompts
Visible stage state keeps the campaign inspectable.
Compare sources
Visible stage state keeps the campaign inspectable.
Write report
Visible stage state keeps the campaign inspectable.
Launch findings
Visible stage state keeps the campaign inspectable.
Free tools
Use these before starting a campaign.
Free calculator
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Free opportunity mapper
SEO opportunity to article mapperTurn rank-tracking gaps, AI-search prompt gaps, competitor topics, and quick-win keywords into a TrafficWins article campaign plan.