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SearchPilot is an active enterprise GEO and SEO A/B-testing product, not a general-purpose rank tracker or content generator. Its core identity is server-side controlled experimentation on large websites, with measurement and rollout governance.
SearchPilot is an enterprise server-side SEO and GEO A/B-testing platform. It splits pages rather than users, applies rules-based changes to HTML through Proxy, API, or Edge deployment, and measures impact with control groups, automated statistical analysis, Googlebot/Search Console data, and analytics integrations. The product is aimed at large sites that need causal evidence before rolling out SEO or AI-search changes.
Good fit for Enterprise e-commerce, travel, listings, recruitment, publisher, and other high-traffic sites with hundreds of pages on a common template and enough organic traffic to run controlled experiments; SearchPilot says it generally works with at least 30,000 organic sessions per month for the tested page group
Paid, sales-led enterprise pricing: Core starts at $37,500 annually for non-transactional websites; Commerce and Enterprise are quote-based.
Core
From $37,500
annual
Request Modification (ReqMod) test changes provided by the origin and ISO27001 certificate sharing
Non-transactional websites only; standard terms; basic GA4 and GSC integrations
Commerce
Pricing available on request
annual contract / quote
Everything in Core plus Adobe Analytics, Google Merchant Center, custom data warehouses, standard SLA, pinned regions, and custom InfoSec questionnaire/program sharing
Transactional websites; US or EU-only deployment options
Enterprise
Pricing available on request
annual contract / quote
Everything in Core and Commerce plus custom contract, liability, and payment terms and detailed InfoSec review
Complex/custom needs; can scale beyond 400m+ sessions per year
Last verified September 2026 against searchpilot.com/pricing. Vendors change packaging often; confirm before buying.
Scorecard
2.5/5 overall, weighted for Technical SEO tools. How grades work.
Its analysis is deep for experiments, but it does not provide broad keyword, competitor, SERP, backlink or market research before execution.
The platform provides advanced analysis, credible intervals, forecast diagnostics, readiness analysis, crawl analysis, and Search Console analysis: https://www.searchpilot.com/what-we-do
No keyword discovery, keyword database, or keyword-volume workflow is described.
Official product descriptions focus on page experiments and impact measurement rather than keyword research: https://www.searchpilot.com/
Uses historical traffic, page groups, external factors, and site-specific behavior to contextualize tests.
The methodology uses historical traffic models and accounts for seasonality, competition, algorithm updates, and other external influences: https://www.searchpilot.com/for-data-analysts
Competitor context
Can apply tested HTML/on-page changes and publish winning rules, but is not presented as a content ideation or writing system.
SearchPilot applies tests directly to HTML and offers publish-screen insights for additions, deletions, and modifications: https://www.searchpilot.com/what-we-do
GEO/AI-search experimentation and LLM traffic measurement are explicit current positioning.
The homepage promises GEO and SEO A/B tests and the pricing page lists LLM traffic tracking: https://www.searchpilot.com/ and https://www.searchpilot.com/pricing
It can deploy and monitor tested HTML changes and inspect crawl behavior, but it is not a general technical audit or site-health crawler.
Official pages document Proxy/API/Edge deployment, Googlebot crawl analysis, infrastructure monitoring, JavaScript compatibility, and publish QA: https://www.searchpilot.com/pricing
Supports test build, QA, sign-off, and rollout of winners, but is not a CMS publishing system.
Publish-screen insights create audit trails and QA workflows; AutoPilot includes build, QA, sign-off, and analysis: https://www.searchpilot.com/what-we-do and https://www.searchpilot.com/pricing
Exceptional fit for controlled SEO measurement with control groups, statistical analysis, forecasts, and multiple metrics.
The product reports test impacts, credible intervals, traffic/impressions/LLM metrics, Search Console comparisons, and automated analysis: https://www.searchpilot.com/what-we-do
Some automation and a platform API for reporting exist, but no autonomous agent or general agent API is documented.
Pricing lists a Platform API for reporting and automated statistical analysis; the public product pages do not claim a general-purpose agent: https://www.searchpilot.com/pricing
Agentic workflow coverage
The product is accessible to enterprise buyers but has a high published minimum and sales-led purchasing.
Core starts at $37,500 annually, while Commerce and Enterprise require a quote: https://www.searchpilot.com/pricing
The official site proves high traffic-processing capacity, not customer or user count, so customer-scale credit remains low.
The homepage says SearchPilot handles over a billion requests each month and pricing says Enterprise can scale beyond 400m+ sessions/year: https://www.searchpilot.com/ and https://www.searchpilot.com/pricing
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The methodology treats competitor activity as an external influence, but it does not ingest or analyze competitor sites, keywords or SERPs.
Internal company data
Custom reports and custom data warehouses are supported for higher tiers, but broad internal-company knowledge ingestion is not documented.
SEO data grounding
Strong grounding in organic traffic, Search Console, Googlebot crawl data, page buckets, and historical test data.
Third-party app grounding
Grounds reporting in GA/GA360, Adobe Analytics, Merchant Center, GSC, and custom warehouses depending on plan.
Custom API grounding
A Platform API for reporting is listed, but public pages do not specify broad write/action API coverage.
Strong readiness for testing AI-search changes, though the public material does not document a full GEO content/recommendation workflow.
SearchPilot exposes LLM traffic as a metric and positions controlled GEO experiments as a way to answer leadership questions about AI search: https://www.searchpilot.com/
Enterprise collaboration is supported through unlimited users, SSO, permissions, reporting, consultants, and Slack support on higher service levels.
Pricing lists unlimited users, SSO, built-in reporting, and CoPilot/AutoPilot support with dedicated Slack channels: https://www.searchpilot.com/pricing
Workflow automation covers readiness, analysis, QA, and reporting, but no explicit agentic planner/orchestrator is described.
Autonomous execution
No-code testing and AutoPilot can design, build, QA, and analyze tests, but launch includes customer sign-off.
Human control and review
Strong review controls: publish insights, audit trails, QA, permissions, and sign-off workflows are explicit.
Integration surface
Proxy/API/Edge deployment plus analytics, GSC, Merchant Center, data warehouse, SSO, and reporting integrations create a broad enterprise surface.
Memory and persistent context
The model is retrained for each test and customer-specific page behavior is considered, but persistent conversational/project memory is not documented.
Evaluation and feedback loop
Continuous model improvement uses side-by-side tests against thousands of historical tests, with A/A false-positive monitoring and per-test retraining.
Users can run tests with autonomy and no coding, but experiments require suitable sections, QA, and often human sign-off or services.
The site says any platform/no coding is required and highlights autonomy, while AutoPilot includes sign-off before launch: https://www.searchpilot.com/ and https://www.searchpilot.com/pricing
No free plan, free tool, or self-serve trial is listed.
The official pricing page lists only paid Core, Commerce, and Enterprise offers: https://www.searchpilot.com/pricing