Miracly goes public with $2M pre-seed for AI marketing OS

Miracly, an AI-powered marketing operating system built for marketing teams and agencies, publicly launched its platform alongside the announcement of a $2 million pre-seed round.

The round was led by Beenext Ventures and Lotus, with participation from a Swedish family office. Additional investors named in the announcement include Stefan Lindeberg, Alex Bouaziz, Thomas Ekman, Hedda Baverud Olsson and Parham Benisi. The funding was dated October 14, 2026.

The company was founded by Bjorn Bergstrom, Arvid Lithander and Shannon Cullum. Its platform specializes in GEO analytics, AI content generation and agentic workflows — a combination the company positions around helping marketing departments adapt to the shift toward AI-first operations.

Miracly said the capital will support the growth of its AI-driven marketing platform and scale operations following its public market entry. The company did not disclose a valuation, headcount or revenue figures.

The investor list mixes institutional venture capital with individual backers and a family office, a structure common at the pre-seed stage. Beenext Ventures and Lotus share lead billing, and the presence of Bouaziz — a well-known early-stage operator — among the angel participants suggests the round leaned on founder networks as much as on institutional conviction.

What Miracly is selling is a bet on how marketing work gets restructured rather than just accelerated. The three product pillars named in the announcement — GEO analytics, AI content generation and agentic workflows — map to distinct jobs: measuring how a brand surfaces in AI-generated answers, producing content at volume, and letting software carry out multi-step tasks with less human hand-holding. Bundling them into an "operating system" framing puts Miracly in the same conversation as a widening field of marketing technology vendors racing to reposition around AI-first operations.

At $2 million, the round is squarely a first institutional check rather than a growth-stage bet. For pre-seed investors, the wager is typically on the founding team and the timing of a category shift; Miracly's pitch is that the shift to AI-first marketing operations is happening now and that agencies and in-house teams need purpose-built tooling rather than retrofitted point solutions.

The public launch and the funding announcement arrived together, meaning the platform is now in market rather than in stealth. How quickly Miracly converts that launch into paying agency accounts — and whether its bundled approach holds up against narrower, cheaper tools — is the open question the next 12 months will answer.