Evaluate your SEO testing program — win rates, average lift, best experiment types. Free.
or click to browse · max 3 MB
Running seo experiment portfolio analysis analysis...
Sent to — interactive charts, statistical results, R code, and AI insights.
Analyze another fileAggregates results across multiple SEO experiments to compute overall win rates, average lift, and which experiment types work best. The meta-analysis of your SEO testing program.
Use this when you've run multiple SEO title/description experiments and want to evaluate your testing program overall.
If you're analyzing a single experiment, use Title A/B Test.
Built for: SEO manager, head of content, growth lead
Typical data source: GSC data across multiple experiment periods with control and treatment labels
GSC data with experiment metadata
Minimum 10 rows · Best with 50-500 experiment observations
Portfolio-level analysis of SEO A/B experiments. Aggregates results across multiple experiments to compute win rates, detect patterns by content type and page characteristics, compare hypothesis batches, project ROI, and identify experiments needing more data.
Win/loss/inconclusive verdict for each experiment
Distribution of CTR changes across all experiments
Win rates and average effects by experiment batch
Win rates and effects by content type and page characteristics
Experiments needing more data before decisions can be made
Projected monthly click uplift from promoting winners
Plain-English interpretation — what the numbers mean, what's significant, and what to do next.
Need something simpler? Title Ab Test — Analyzing a single experiment
Need more power? Holm Bonferroni — Need multiple comparison corrections across many tests
Similar: Ranking Changes
See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.
Run any analysis on your own data — 60+ validated R modules, interactive reports, AI insights, and PDF export.
Try Free — No Credit Card