Siggmund
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Recommendation and AI visibility platform

Understand how AI sees your business.

Siggmund reveals what AI sources say about you, why it matters, and what opportunities you can act on.

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  • 5 AI sources queriedSiggmund protocol
  • ~10 min to your first reportSiggmund protocol
  • Opportunities you can act on

Recommendability Score

Example

65/ 100

Up12 pts from last month.

Demonstration values, not measured. Your report carries your own readings.

What it tells you

AI cites your competitors more often than your brand on high-intent searches.

Full analysis
Why Siggmund exists

Because AI is now part of every decision

People don't search any more, they ask. If AI doesn't understand you or doesn't recommend you, you are invisible at the exact moment someone needs you.

  1. People ask AI

    “What is the best marketing agency for a SaaS startup?”

  2. Siggmund acts

    We analyse what AI sees and recommends about your business.

  3. You get clarity and action

    We spot the gaps, we find the opportunities, we take action.

We look at what the leading AI sources say

  • ChatGPT
  • Gemini
  • Perplexity
  • Google AIO
  • AI Mode
What AI sees, and what you think

What does AI see that you don't?

AI answers are shaped by what it can find, understand and trust. Siggmund reveals the gaps and the opportunities behind every answer.

  1. Someone asks

    A person asks a question about something they need.

  2. AI answers

    It recommends, from what it found and what it understood.

The AI answer is shaped by:

  • Mentions

    What AI surfaced about you.

  • Gaps

    What AI didn't find, or didn't understand.

  • Opportunities

    Where your visibility can still grow.

Why Siggmund?

We investigate. We fix. We measure.

Activation

Signal caught. Correction published.

We create and publish corrections directly on your site. You recover control of what AI can see of you.

Protocol

Scientific, comparable, reliable.

A reproducible score across 5 AI sources, with a 95% confidence interval on screen. No invented metrics, only verified data.

Monitoring

The watch never goes dark.

Weekly readings and automatic alerts as soon as your Recommendability Score moves. You stay ahead, not behind.

Source for the figures above: the Siggmund protocol.

Our questioning methodology

We go beyond keywords. We understand the why behind the demand.

Explore our methodology

Ready to see what AI says about your business?

Your AI visibility analysis in about ten minutes.

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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.
About

About Siggmund

Siggmund is a web application for small and medium businesses and their agencies. It measures whether AI assistants cite and recommend your brand, audits your website, identifies the pages and queries with the most potential, then writes and publishes the corrections.

To sharpen that diagnosis with your real data rather than with estimates, Siggmund can connect — at your request and after your explicit authorisation — to two Google services:

  • Google Search Console (read-only): we read your impressions, clicks and positions to spot the pages close to the first page and work out their traffic potential.
  • Google Analytics (read-only): we read your audience and your conversions to prioritise recommendations on the pages that actually matter to your business.

These accesses are strictly read-only: Siggmund never modifies your Google accounts and never publishes anything on your behalf. Your data is never sold, never used for advertising, and never used to train AI models. You can revoke access at any time from your dashboard or from your Google account settings. The details are in our privacy policy.