The auditable GTM operating system

Marketing decisions you can prove.

AOS grounds every recommendation in your live data, tells you how confident it is, shows its work — then deploys it. The brain for go-to-market you can actually audit.

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Grounded in the tools you already run

Databox · ActiveCampaign · Semrush · GA4 · Shopify

AI made go-to-market faster.
It also made it impossible to defend.

Confident, unverifiable.

Black-box AI hands you an answer with no reasoning. When someone asks why, you've got nothing.

Ungrounded.

Most AI marketing reads your website, not your results. It doesn't know what's actually working.

Accountable anyway.

You own decisions you can't explain — to a client, a board, soon a regulator.

Ground. Decide with receipts. Deploy.

Ground

AOS reads across your live stack — BI, CRM, SEO — in one reasoning chain.

Not a website scrape. Not last quarter's export. AOS pulls your real, current numbers from Databox, ActiveCampaign, Semrush, GA4 and Shopify, and tags every figure with its source and date. If it can't ground a claim, it says so.

Decide — and show the receipts

Every recommendation comes with its data, its math, its confidence — and what it might have wrong.

Ask it why, and it answers: here's the data I used, the calculation, how sure I am, and where I could be off. The only marketing AI that tells you when not to trust it.

Deploy

Turn the decision into a live automation in the tools you already run.

AOS designs the automation and hands it to your stack to build and run — so the decision becomes action in minutes, not a slide on a shelf. One auditable loop, from question to deployed.

The only marketing AI that tells you
when not to trust it.

AOS shows its confidence and its limits. An answer you can challenge is an answer you can use.

Recommendation

Shift 15% of paid budget from Brand to Non-Brand search.

Databox2026-06-03
GA42026-05-12
ActiveCampaign2026-05-28

60% confident

What this might get wrongData 3 weeks stale, small sample.

Strategy, marketing, sales — one auditable brain.

Not another point tool. AOS reasons across your whole go-to-market and shows its work at every step.

Integrations

Grounded in the tools you already run.

AOS doesn't replace your stack — it's the auditable brain that reasons across it. Every recommendation cites its source.

Databox

Data partner

Live performance & BI. Every number AOS uses is pulled from here — sourced and dated.

ActiveCampaign

CRM

Your CRM and customer data. AOS reads it to decide — and deploys automations back into it.

Semrush

Search & competitive data. AOS grounds market and SEO decisions in real signals.

GA4

Analytics

Web & conversion analytics. AOS sees what visitors actually do — not what a page claims.

Shopify

Commerce

Store & revenue data. AOS ties every decision to what's actually selling.

More integrations shipping — your whole stack, one reasoning chain.

László Fazakas

Founder & CEO, Arcanian

I spent 22 years in marketing — and most of it was learning where I'd been wrong. Same pattern every time: the tools hand you a confident answer nobody can check. You make decisions you can't explain, and you're the one on the hook for them.

I built AOS so the answer comes with its reasoning attached — grounded in your real numbers, and honest about what it doesn't know. It's the brain I wish I'd had the whole time.

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