What it does
SearchPilot applies controlled changes to groups of website pages and measures their effect on search performance and visibility in AI answers. It compares variant and control groups using search, analytics and crawl data, with optional support for running a testing program.
Test changes across comparable page groups
SearchPilot applies changes through a server-side layer and compares variant pages with a control group. It is designed for sites with enough similar pages and traffic to measure an effect, such as product categories or location listings.
Ready To Test checks page counts, traffic and how closely proposed groups move together. Before publishing, the change summary shows additions, deletions and rule changes. After launch, test details show results and uncertainty; Googlebot crawl analysis helps distinguish an unseen change from an inconclusive test.
Deployment and plans
Deployment can use Edge, Proxy or API integration. Arrange access through Get started or the quote form.
| Plan | Intended site and scope |
|---|---|
| Core | Non-transactional sites; basic GA4 and Search Console integrations |
| Commerce | Transactional sites; broader integrations and deployment options |
| Enterprise | Custom contract, scale and security-review requirements |
Annual arrangements include software and supporting services. All plans include unlimited users and tests, readiness analysis and a reporting API. Technical integration is required before live site changes can be applied.
Strengths
- Checks test readiness and compares controlled groups with statistical diagnostics.
- Provides publish-change summaries and bot recrawl context.
Watch out for
- Requires a server-side deployment integration.
- Core excludes transactional websites, and contracts are typically annual.
Best for
- Enterprise SEO teams with the traffic and engineering support for controlled page-group experiments
Sources
- SearchPilot Pricing Plans (Oct 27, 2026)
- How SearchPilot Works (Oct 27, 2026)
- SearchPilot | SEO A/B Testing Done Differently (Oct 25, 2026)