Evidence-backed growth analysis for ecommerce

Discover your next move.

We bring together signals from your positioning, competitors and discoverability, then show which growth opportunity deserves a closer look.

No account requiredPublic data only

The problem

Drowning in information. Starving for direction.

A dashboard can tell you conversion dropped. It will not tell you which action is most likely to lift it. Attribution can tell you where the click came from. It will not tell you which decision deserves attention this month.

What this is

Data-backed growth opportunities. A reading of your marketing — then a play that hits a lever, with the evidence attached.

What this is not

Another dashboard. A PDF audit that dies in a drawer. A tool that reports what happened and leaves you to guess what works next.

Signals in the engine

The harness is built around things we can measure.

Signals is how we build context and memory around your business. It grounds every answer, keeps us from inventing gaps, and turns the reading into a harness that stays aligned with how you actually operate. These four modules ship today; more join as the product grows.

Site access

Crawler and sitemap readiness

Robots rules, declared sitemaps and access for important AI discovery crawlers.

Search demand

Brand momentum in context

Search interest over time, compared with competitors you have confirmed as relevant.

AI representation

Mentions across buying questions

How the brand and its alternatives appear in assistant answers, with the source evidence retained.

Market context

Categories and credible alternatives

Public category evidence and competitor candidates, grounded before they shape the reading.

Built today:4 runnable signal modules11 fingerprint dimensionsSource-linked evidenceHuman in the loop where it matters

Building in public

We are an early-stage product shipping in the open. Pilot stores can try the reading free while it evolves, then stay self-serve or bring us in for hands-on growth support when a play needs a partner.

Talk about a pilot →

Example plays

This is what you get back.

One reading, three plays: the one worth doing now, the one that supports it, and the one we refuse to rank until we can see the data behind it. Each shows the time it takes, the uplift it aims for against your goal, what to watch, and what would change our mind.

Guardrails for the reading

Market
Home textiles · Netherlands
Offer
Own-brand, direct to consumer
Maturity
Traction
Objective
Profitable growth, not volume
Capacity
One marketer, about a day a week

A real reading names your store, your competitors and your sources.

Primary play

fit 88 of 100

Buyers compare us with three cheaper alternatives. What makes them pick us?

What the signals show

  • CertainComparison coverageno page answers a head-to-head questionsource: sitemap and page source, 12 Aug 2026
  • Reasonably certainAssistant answersbrand named in 2 of 9 comparison questionssource: assistant sampling, 12 Aug 2026
  • Reasonably certainPrice positionabove 2 of 3 confirmed competitors on matched productssource: public product pages, 12 Aug 2026

The play

Publish a comparison-ready buying guide

Answer the five questions buyers ask while comparing, connect each answer to the product that satisfies it, and attach proof a buyer can check. It works on the moment the choice is made, not the moment the visit starts.

Time
1–2 days
Expected uplift
Toward profitable growth: win more comparison moments before shoppers default to a cheaper alternative.
Watch
Share of comparison questions where the brand is named
Review
30 days

What would change this: If the confirmed competitor set changes, the comparison changes with it.

The learning loop

A decision loop that gets sharper over time.

The first reading needs only your URL. Each correction, connection and completed play makes the next reading more useful than the last.

Read. We read what is public about your store, category and competitors, keep the sources attached, and leave gaps visible instead of guessing.

One URL, three plays

Get control of your growth roadmap.

Monitor what matters, surface the constraints holding growth back, and keep the next move visible. Start self-serve, or bring in consultancy when you want a partner on the play.

No account requiredSelf-serve or consultancy