Siggmund
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Our methodology

How Siggmund works?

We go beyond keywords to understand how AI sees your business, why it sees it that way, and what opportunities exist.

  1. Observe

  2. Question

  3. Investigate

  4. Intervene

  5. Iterate

    The loop does not stop at the fourth step: we observe again, and we start over.

What would AI say if someone asked for a business like mine?

Example question

“What would you recommend for a business like mine, when it comes to being visible in AI answers?”

An example of a question we put to AI sources. It is not a measured answer.

What that answer tells us

  • It names competitors

    We identify the brands AI recommends most often in your place.

  • It highlights strengths

    These are the topics AI already associates with your business.

  • It reveals gaps

    What AI did not find, or has not yet understood about you.

  • It opens opportunities

    This is where your visibility can grow, and what to start with.

We understand your business

We explore your website to understand your business in depth and know where you need to be present. Then, from our entry points and our virtual populations built on real data, we generate business situations — the moments when someone needs you — and the concerns your customers may have.

  1. Virtual population

    Profiles built on real data, not on hunches from a meeting room.

  2. Entry points to your business

    Problems, needs, services: the doors people come through to reach you.

  3. Thousands of situations

    “I need…”, “Where can I find…”, “What is the best…”: the moments the question comes up.

Ready to see what AI says about your business?

Your AI visibility analysis in about ten minutes.

Get started

Free, no credit card required.

FAQ

Frequently asked questions

Is Siggmund about SEO or about being cited by AI (GEO)?
GEO first: Siggmund optimises so that AI assistants (ChatGPT, Gemini, Perplexity, Google AIO, AI Mode) cite and recommend your brand. Since a solid, well-structured, authoritative site wins on both counts, your Google ranking benefits too — the two are linked.
Is the initial audit really free?
Yes. The first report (Recommendability Score + technical audit + opportunities) is free, with no credit card. A trial starts automatically as soon as it is ready.
Is the score measured or estimated?
Measured. A reproducible protocol across 5 AI sources, with a 95% confidence interval on screen — never an invented figure.
How does Siggmund find the right topics to address?
The Scout module analyses your pages and your queries to spot the ones with the most potential — often one optimisation away — and turns them into prioritised content briefs.
Does Siggmund really write and publish the content?
Yes. The Craft module rewrites your existing articles and creates new ones, optimised for Google and for AI, then publishes them on your site. It works with a wide variety of CMS; if yours is not supported yet, the content is delivered to you ready to publish.
What happens when the trial ends?
Without conversion, the dashboard stays available read-only; write actions (rescans, Craft publishing) are blocked and redirect to the subscription.
Does monitoring continue after the first report?
Yes. Weekly rescans and automatic alerts as soon as your score or your AI visibility slips — not a report frozen on the day it was run.