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Head-to-head · SEO Testing Software

Lumenlab vs SearchPilot

  • Updated Oct 2026
  • Both researched from official sources
  • 3 checks side by side
Higher score Lumenlab #3 in SEO Testing Software 9.0/10 Pricing on request ✓ 1 of 2 features Visit Lumenlab
SearchPilot #4 in SEO Testing Software 8.8/10 Paid ✓ 2 of 2 features Visit SearchPilot

Lumenlab leads on 0 checks, SearchPilot on 0, and 3 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreLumenlab · 9.0/10
  • Most featuresSearchPilot · 2 of 2

Lumenlab scores higher on our rubric for seo testing software: 9.0 against 8.8 out of 10; our editors rank them #3 and #4.

On search data source, SearchPilot gives you Mixed where Lumenlab offers Search_console.

Lumenlab is the better fit for enterprise SEO experimentation teams. SearchPilot is the better fit for large organizations running complex SEO programs.

  • Lumenlab fits best

    Enterprise SEO experimentation teams

  • SearchPilot fits best

    Large organizations running complex SEO programs

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Side by side

Feature Lumenlab 9.0/10 Visit ↗ SearchPilot 8.8/10 Visit ↗
At a glance
Editor score 9.0 8.8
Ranking #3 in SEO Testing Software #4 in SEO Testing Software
Best for Enterprise SEO experimentation teams Large organizations running complex SEO programs
Pricing model Paid Paid
Starting price Pricing on request $37,500/yr
Free plan — —
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Docs Email, Docs, Live chat · 24/7
Integrations 2 integrations 6 integrations
Built for Solo, Small business, Mid-market, Enterprise Enterprise
Features Lumenlab 1/2 · SearchPilot 2/2
Organic traffic impact ✓ ✓
Ranking impact Not checked yet ✓ (best)
Specs
Experiment method Split_url Split_url
Search data source Search_console Mixed
Active test limit Not checked yet Not checked yet
Supported page types product pages; category pages; single-page applications; high-volume websites templated page sets; full-funnel pages; internal linking; template changes; redesigns; functionality features
Our review
Pros
  • Bayesian analysis with synthetic controls and quality checks
  • Tests technical and content changes across major page elements
  • Supports scheduled tests and Cloudflare edge deployment
  • Measures organic traffic against forecast traffic with control and variant groups
  • Tests templates, HTML, HTTP headers, internal links, and redesigns
  • Supports analytics, Search Console, proxy, API, and edge integrations
Cons
  • Quote-based pricing requires a sales conversation
  • No free plan is available
  • Edge SEO deployment is tied to Cloudflare
  • The Core plan starts at $37,500 per year
  • Commerce and Enterprise plans use pricing by request
  • Its feature depth may exceed the needs of smaller SEO teams
Our verdict

Lumenlab is an SEO experimentation platform for SEO teams, specialists, webshops, and enterprises. It creates control and variant page groups using Google Search Console data, then measures the effect of SEO changes. Supported test areas…

Read the review →

SearchPilot is a server-side SEO and GEO experimentation platform for enterprise SEO, marketing, product, and engineering teams. It splits pages into statistically similar control and variant groups rather than splitting users, then…

Read the review →
  1. LumenlabSEO Testing Software 9.0Pricing on request
  2. SearchPilotSEO Testing Software 8.8Paid

Strengths and trade-offs

  • Lumenlab — where it wins

    • Bayesian analysis with synthetic controls and quality checks
    • Tests technical and content changes across major page elements
    • Supports scheduled tests and Cloudflare edge deployment

    Where it doesn't

    • Quote-based pricing requires a sales conversation
    • No free plan is available
    • Edge SEO deployment is tied to Cloudflare

  • SearchPilot — where it wins

    • Measures organic traffic against forecast traffic with control and variant groups
    • Tests templates, HTML, HTTP headers, internal links, and redesigns
    • Supports analytics, Search Console, proxy, API, and edge integrations

    Where it doesn't

    • The Core plan starts at $37,500 per year
    • Commerce and Enterprise plans use pricing by request
    • Its feature depth may exceed the needs of smaller SEO teams

More comparisons

All SEO testing software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update