ds@mcpanalytics.aiA data scientist you can email your data and question to, and get a reliable response. Not AI slop.A data scientist you can email. Not AI slop.
The lab, public

We A/B test our own pages — with our own platform.

The platform doing the testing: MCP Analytics · method guides in the articles.

Live SEO experiments, tracked with position-adjusted CTR analysis run through MCP Analytics itself. The dogfood is the proof.

SEO Experiments Dashboard

We use our own MCP Analytics platform to A/B test title tags and meta descriptions. Position-adjusted CTR analysis isolates the title's impact from ranking changes.

-
Total Experiments
-
Currently Running
-
Decided
-
Pages Tested

How We Test SEO Metadata

Changing a title tag affects both CTR and ranking position. A naive before/after CTR comparison is misleading. We use position-adjusted CTR — actual_ctr / expected_ctr_at_position — to isolate the title's true impact. Each experiment runs for at least 28 days per variant, and we analyze results using our own statistical modules: seo_title_experiment, bayesian_ab_testing, and switchback_experiments.

Active Experiments

Loading experiment data...

Run Your Own Experiments

Upload your GSC data and analyze title tag performance with position-adjusted CTR analysis.

Try MCP Analytics

Where to start

One email with your data and your question. We take it from there.

Cymple

Data Scientist

Send me your data and question, I’ll send you the analytics.

ds@mcpanalytics.aimcpanalytics.ai

Try it on your own data

14 days free.

The whole platform, every depth. No card, no call, nothing to install.

14 days free. →
mcpanalytics.ai

Send Cymple my data →