Publish the Method, the Evidence and the Limitations.
1PR Labs is the first-party research layer for SEO, GEO, CRO and digital acquisition. The rule is simple: planned studies are labeled planned, observations are labeled observations, and results are published only when they actually exist.
Repeatable Methods Before Publishable Results.
1PR Research Methodology
The operating standard for transparent first-party SEO, GEO, CRO and acquisition experiments.
Read protocol →AI Visibility Observation Protocol
A repeatable protocol for observing brand mentions and citations across a fixed commercially relevant prompt set.
Read protocol →SEO Experiment Protocol
A practical method for documenting technical, content, internal-linking and CTR experiments without overstating causality.
Read protocol →CRO Experiment Protocol
A conversion-testing standard centered on qualified business outcomes rather than superficial click lifts.
Read protocol →First-Party Findings
The research system is live, but this section remains intentionally empty until first-party observations have been collected and reviewed.
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