EVIDENCE-FIRST COMPETITOR ANALYSIS

Know where competitors are stronger. See the evidence.

Compare the exact pages that matter, using the same criteria for every competitor. Turn observed signals into clear, defensible next steps.

  • Exact scope
  • Same criteria
  • Evidence attached

Illustrative comparison using fictional companies.

Product proof

A conclusion you can trace.

Start with the comparison. Open the supporting page. See what was observed and what remains uncertain.

Illustrative comparison using fictional companies and findings.

Observed

Running - category overview | NorthPeak

Category entry point inside the analysed scope.

https://northpeak.example/se/running

Observed

Road running shoes | NorthPeak

Listing page with price and availability per product.

https://northpeak.example/se/running/road

Who it's for

Who CompComp is for

Ecommerce teams
Understand where a category or product experience is genuinely behind, and where it only feels behind.
Brand and marketing
Check whether the positioning you believe you own is actually visible on the pages people and machines read.
Digital leaders
Bring a repeatable, checkable comparison into planning discussions instead of assorted screenshots.
Consultants and agencies
Apply one method to every client and competitor, and show the evidence behind each conclusion.

How it works

From the right scope to a defensible comparison.

01 / 03

Choose scope

Define the precise part of each site you want to compare.

Analysis targets Illustrative comparison
1

NorthPeak

northpeak.example/se/running

Path and child pages

2

Trailora

trailora.example/se/running

Path and child pages

02 / 03

Compare

See your baseline and competitors assessed against the same criteria.

Side-by-side assessment
AreaNorthPeakTrailora
Indexability & crawlModerateStrong
On-page structureStrongStrong
Structured dataStrongStrong
03 / 03

Verify evidence

Trace each conclusion back to the material it was based on.

Evidence · NorthPeak

Observed

Running - category overview | NorthPeak

Category entry point inside the analysed scope.

https://northpeak.example/se/running

Observed

Road running shoes | NorthPeak

Listing page with price and availability per product.

https://northpeak.example/se/running/road

The assessment

What CompComp analyses

The same method for your own site and every competitor, within the scope you select.

01

Audience

Audience and ICP signals inferred from the analysed pages. Always labelled as inferred - a public site never proves an internal ICP.

02

Positioning

How clearly the offer, the audience and the differentiation are stated inside the scope, and how consistently they are repeated.

03

Search readiness

Indexability, on-page structure, metadata and structured data inside the exact scope you selected.

04

AI Visibility signals

A readiness assessment based on what is on the page. CompComp does not query ChatGPT, Gemini or Perplexity and never claims a ranking or a citation.

05

GEO Readiness

Generative Engine Optimization (GEO) assesses how clearly AI-powered search and answer systems can understand, verify and attribute the information on your site. CompComp checks structure, factual clarity, attribution, answerable content and crawler accessibility.

06

Agentic Commerce readiness

Product identity, variants, attributes, price and offers, availability, merchant details, delivery, returns, reviews and purchase-path clarity. Separately, CompComp checks the standard Universal Commerce Protocol (UCP) discovery profile for its declared version, services, transports, capabilities and payment handlers. Product schema and identifiers remain normal ACO evidence - never proof of UCP support.

07

SWOT

Strengths, weaknesses, opportunities and threats drawn from the evidence already collected, not written freehand.

The difference

Comparison, not just auditing

An audit asks

How well does one site perform against a checklist? Useful for a backlog, but not a view of the competition.

CompComp asks

How does this exact scope compare with these competitors, on the same criteria, with evidence attached?

Category overview

CompComp connects the dots across disciplines and turns evidence into clear, actionable findings. Levels below are our own reading of each category's primary focus, not vendor benchmarks.

  • CompCompCompetitive digital assessment
    SEO
    Strong
    AI/GEO
    Strong
    Competitor positioning
    Strong
    UX/site assessment
    Strong
    SWOT/ICP
    Strong
    Evidence
    Core principle
    Recommended actions
    Core output
  • SemrushSearch/marketing intelligence
    SEO
    Excellent
    AI/GEO
    Strong
    Competitor positioning
    Medium
    UX/site assessment
    Low
    SWOT/ICP
    Low
    Evidence
    Strong
    Recommended actions
    Strong
  • ProfoundAI search visibility
    SEO
    Low
    AI/GEO
    Excellent
    Competitor positioning
    Medium
    UX/site assessment
    Low
    SWOT/ICP
    Low
    Evidence
    Strong
    Recommended actions
    Strong
  • Peec AIAI visibility tracking
    SEO
    Low
    AI/GEO
    Excellent
    Competitor positioning
    Medium
    UX/site assessment
    Low
    SWOT/ICP
    Low
    Evidence
    Strong
    Recommended actions
    Medium
  • SimilarwebTraffic/market intelligence
    SEO
    Medium
    AI/GEO
    Growing
    Competitor positioning
    Medium
    UX/site assessment
    Low
    SWOT/ICP
    Low
    Evidence
    Excellent
    Recommended actions
    Medium
  • CrayonCompetitive intelligence
    SEO
    Low
    AI/GEO
    Low
    Competitor positioning
    Excellent
    UX/site assessment
    Low
    SWOT/ICP
    Medium
    Evidence
    Excellent
    Recommended actions
    Medium

Inside the product

See what CompComp delivers

See how CompComp moves from defining competitors to side-by-side comparison and detailed evidence-backed analysis.

CompComp comparison matrix showing four participants scored across search readiness and audience areas, with coverage and evidence counts.

Every participant, every area, one view

Companies as columns, analysis areas as rows. Your baseline stays highlighted, coverage is shown next to each assessment, and Unknown is reported as missing evidence rather than a gap.

Screenshots show the CompComp interface using a demonstration comparison. Company names, domains and findings are fictional.

Want to see this applied to a real scenario? Read the brand channel comparison use case.

Applications

Use cases

Start with a comparison you can defend.

Sister product

Comparing commerce technology solutions instead?

CompComp compares ecommerce experiences: a site, a subdomain, a category or PLP, a product or PDP, or another selected path, against the competitors your customers actually see.

CommerceSpy compares commerce technology solutions and vendors: their positioning, capabilities, AI commerce readiness and evidence of how those capabilities are brought to market.

Where CompComp asks how your digital experience compares with competitors, CommerceSpy asks how a commerce technology solution compares with the other solutions available to ecommerce teams.

Two tools, two different competitive questions.

CompComp

How does our ecommerce experience compare with the competitors our customers see?

  • Ecommerce experience
  • Retailers and brands
  • Categories, products and pages
  • Agentic Commerce readiness observed in the selected ecommerce experience
  • Side-by-side digital comparison

CommerceSpy

How does this commerce technology solution or vendor compare with other solutions in its market?

  • Commerce technology
  • Solutions and vendors
  • Products and capabilities
  • AI commerce capability of the solution or vendor, plus implementation evidence
  • Market positioning