Expert team

Pages that win on Google and in AI answers, built from real data.

We are the expert team behind the Web Anatomy engine. We find the pages your customers search for, build them from your own data and keep them visible with AI agents. A person checks every step, and the pages stay yours.

Your customers search. Someone else answers.

  • The pages you do not have go to your competitors, directories and comparison sites.
  • AI assistants quote comparisons and rivals, and your brand is missing from the answer.
  • Generic AI-written content adds noise, not visibility.
  • Paid acquisition keeps getting more expensive, and your team has no time left.

How the work runs

Three stages. Each agent hands over something you can read, and a person signs it off before it moves on.

  1. 01

    Find

    Know which pages are missing.

    • Opportunity scout

      Compares your pages with theirs and lists what they have and you do not, scored by expected return.

      You get: Ranked page gaps against your competitors

    • Question mapper

      Splits each key search into sub-questions and finds the ones nobody answers well. Feeds the content plan.

      You get: The unanswered questions behind each search

    Human check: We choose what gets built.

  2. 02

    Build

    Make the pages, on real data.

    • Page builder

      Drafts pages from your database or public data, then runs five checks before anything goes live.

      You get: Data-fed pages that pass five quality checks

    • Conversion reviewer

      Reads each page against the Web Anatomy benchmark library and lists what to change.

      You get: A page-by-page comparison with real pages that convert

    Human check: An expert edits and approves every page.

  3. 03

    Keep

    Stay visible once it is live.

    • Citation watch

      Asks the AIs your key questions every day, alerts you when a citation is lost and shows who took your place.

      You get: A daily AI-citation report and loss alerts

    • Brand truth

      Checks what they say about your prices, features and limits, and tracks your place in “best of” and “alternative to” lists.

      You get: What the AIs say about you, with fixes

    Human check: We decide the fix: content, PR or outreach.

What we build

Six page types that answer real searches, each built from real data rather than a template with the city swapped.

  • Location pages

    One page per city, neighbourhood or branch, with offers and prices.

    Home services in Bordeaux: the average hourly rate and 146 providers.

  • Simulators and calculators

    Tools built on official scales, updated every 1 January.

    A gross-to-net salary simulator.

  • Comparison pages

    Your offer against the alternatives, on criteria a reader can verify.

    "The best alternative to [Competitor] in 2026".

  • Product pages

    One page per model or reference in your catalogue.

    A refurbished iPhone 13, by condition.

  • Price and reference pages

    Prices, salaries and market rates from public and in-house data.

    Price per m² in Lyon 3rd, from open property data.

  • Profile pages

    One page per job, sector or use case.

    An accountant for restaurants in Bordeaux.

Ways to work with us

Start small and go as far as you need. Scope and price are set on a call, because they depend on your site.

  • Entry · 1 week

    Diagnostic

    SEO and AEO audit, a conversion read of your key pages and a prioritised plan walked through on video. Credited toward Build if you continue within a month.

  • Time-boxed · 3 months

    Build

    We rebuild your 20 key pages, install the agents and train your team.

  • Ongoing · Monthly

    GTM engineer

    An agent per goal, running every day on GEO, SEO, CRO and paid under two named humans, with a report each morning.

  • Add-on

    Programmatic silo

    One family of data-driven pages, like Staycation’s hotels or Pigment’s glossary.

  • Add-on · 2 weeks

    Conversion sprint

    One page or flow, with a report in numbers.

  • Partnership

    White-label

    For agencies: we deliver under your name.

Enter your site and get your first 3 opportunities by email.

Case studies

Six projects, six contexts, one method: find the pages that matter, build them with real data, measure what converts.

Qonto · Fintech

+21% conversion on the page that carries a quarter of account openings

Workshops, UX analysis and an A/B test to rank the arguments that actually matter to an entrepreneur choosing a bank. Led by Gabriel Amzallag as Growth Product Manager at Qonto (2020-2024).

+21%
conversion rate
≈800
extra leads per month
25%+
of site conversions on this page
“Working with Gabriel at Qonto felt like plugging a turbo into our growth engine. He always delivered projects with immediate impact.”
Karim Elmlih, Head of Organic Acquisition, Qonto

PayFit · HR tech / SaaS

3 growth tools shipped, and a marketing team no longer blocked by developers

Processes and playbooks that let marketing launch its own tools with the developers' frameworks. Three simulators in production, handed over to the team.

3
simulators in production
12,000
monthly visits in 3 months on the working-hours calculator
1
reusable playbook

Pigment · B2B SaaS / Finance

A glossary built to be cited by AI, and the infrastructure to run it alone

250 FP&A definitions in French and English, written in Pigment's tone of voice, validated by the team and published straight into Webflow.

500
pages published (250 × 2 languages)
4,000
visits per month after 6 months
100%
autonomous: the infrastructure stays with Pigment

Staycation · Hospitality / Travel

SEO became a key channel: from 0 to 760 daily visitors in 2 months

We built the /hotel-spa silo from the hotel inventory. Staycation kept investing in SEO and reused the model for /hotel-piscine and /hotel-jacuzzi.

0 → 760/day
daily visitors in 2 months
13,000
page views on the hotel-spa silo
3
content hubs built on the same model
“In 2 months, silo traffic was multiplied by 3 and attributed purchases increased by 115%.”
Lauriane Dakkak-Arnoux, Growth Lead, Staycation

VideoBGRemover · SaaS / AI

MRR ×9 in 3 months, on a zero budget

15 bottom-of-funnel pages (alternatives, comparisons, use cases), product-led SEO with the tool inside the page, and a structure the AIs can quote.

×9
MRR ($400 → $3,600)
×12
traffic (200 → 2,400 visits a month)
15
pages created

Web Anatomy · B2B SaaS

From zero to 3,000 visits in 5 months in a highly competitive niche

A research-led SEO and GEO system built from more than 10,000 real SaaS website sections, turning original analysis into a compounding acquisition channel.

0 → 3,000
visits from scratch
5 months
to build the channel
10,000+
SaaS sections organised

Also trusted by inmemori, CoastPay, OrCam, Foxintelligence, Hapik and Coast.

A pile of pages, or a system?

Generic pages

  • Text without data
  • Near-identical pages
  • Never updated
  • Judged on volume

Our system

  • Real data on every page
  • Five quality checks before publishing
  • Indexation tracking and quarterly updates
  • Useless pages removed, judged on leads

Questions we get asked

What do the agents do, and what do people do?

The agents do the repetitive work: watching, comparing, drafting. People decide what to build, edit every page and sign off before anything goes live.

Does Google penalise generated pages?

Not when they add value: real data, five checks before publication, and pages that do not earn their place are removed.

How long until results?

Pages are live within the first weeks, and rankings follow a few weeks later.

Does it work in my sector?

Yes, as long as your customers search by city, product or use case.

How is this different from a GEO agency?

We create new pages and tools, and we work on the sources outside your site, not only the existing content.

What if I get traffic but no leads?

A two-week conversion sprint, with a report in numbers.

Do you need my developers?

Access to the CMS or the database is enough. We work with Webflow, WordPress, headless and in-house stacks.

What happens if we stop?

The pages stay yours.

Ready to turn your site into a signup machine?

A free 20-minute call, no commitment. You leave with the first three pages we would build.