For a marketing team, a blank search result is a known problem. A wrong answer from ChatGPT is a new one. Miracly, a Swedish startup that launched publicly in October 2026, is betting that the shift from traditional search to AI-powered queries is creating a new, critical surface for brand management. Its platform is designed to help companies analyze and then actively influence how their brands appear in the answers generated by services like ChatGPT, Claude, and Google's Gemini [Resume, October 2026].
The wedge into a shifting market
The company's thesis is built on a simple, data-backed observation: people are asking AI agents for purchasing advice, not just browsing search pages. Miracly cites research indicating 100 million people use AI search daily, with 89% of B2B buyers and 58% of consumers using it for purchasing decisions [Miracly, retrieved]. Gartner expects traditional search volume to drop by a quarter by 2026 as this behavior accelerates [Miracly, retrieved]. For brands, this represents a fundamental channel shift. Visibility is no longer about ranking for keywords on a results page; it's about being cited, accurately and favorably, in a conversational answer. Miracly's initial product offers monitoring to track these mentions, but its stated ambition is to move from analysis to execution, helping teams orchestrate content, social media, and PR strategies specifically engineered for AI discovery [Resume, October 2026].
Founder fit and early traction
Founder Björn Bergström brings a direct-to-consumer growth background to the technical challenge of AI search optimization. He previously served as Chief Growth Officer at fashion retailer NA-KD, was an investor at Swedish venture firm Industrifonden, and was the founding CEO of eyewear platform Neso Brands [Resume, October 2026] [Dagens Handel, Unknown] [PR Newswire, 2022-05-26]. This operator-investor hybrid profile likely appealed to lead pre-seed investors Beenext Ventures and Lotus, who contributed to a $2 million round that closed alongside the public launch [Resume, October 2026] [Fireround, October 2026].
The company reported crossing SEK 1 million (approximately $95,000) in annual recurring revenue before its official launch, with early customers including brands like Dreams, Pixi Beauty, and Acclime [Resume, October 2026]. This early commercial traction, while modest, suggests a tangible pain point is being addressed.
| Founder | Role | Key Prior Experience |
|---|---|---|
| Björn Bergström | Founder & CEO | Chief Growth Officer, NA-KD; Investor, Industrifonden; CEO, Neso Brands |
The technical breakdown and scale risks
Mechanically, influencing AI outputs is less about traditional SEO and more about shaping the data corpus these models are trained on or retrieve from. Miracly's approach involves creating "new content pages engineered for AI agents" that sit alongside a company's existing website [Miracly, retrieved]. The goal is to feed authoritative, structured information directly into the knowledge pathways that services like Perplexity and ChatGPT use to formulate answers.
This strategy, however, introduces several technical and market risks that will determine its success at scale.
- Model volatility. The underlying large language models and their retrieval systems are constantly updated. A technique that works to influence an answer today may be deprioritized or filtered out in a future model version, requiring continuous adaptation.
- Platform dependency. Miracly's value is entirely dependent on the policies and technical architectures of a handful of dominant AI service providers. A change in how these platforms source or attribute information could invalidate the core product overnight.
- Measurement ambiguity. Quantifying the direct business impact of an AI mention is inherently fuzzy. Proving return on investment will be more complex than tracking click-through rates from a Google search result, which could slow enterprise sales cycles. The bet is that the channel is important enough that brands will invest in tools to navigate its inherent instability. Miracly's first-mover advantage and its founder's commercial pedigree give it a credible starting position, but the real test will be proving its methodology remains effective as the AI landscape beneath it evolves.
Sources
- [Resume, October 2026] Svenska plattformen tar in 20 miljoner | https://www.resume.se/marknadsforing/tech/svenska-plattformen-tar-in-20-miljoner/
- [Miracly, retrieved] Miracly: Be the name in the answer | https://www.miracly.ai/
- [Fireround, October 2026] Beenext, Lotus lead $2m pre-seed for AI startup Miracly | https://fireround.dev/news?show=160
- [Dagens Handel, Unknown] Na-kd rekryterar från Asos och befordrar expansionchefen | https://www.dagenshandel.se/article/view/681070/nakd_rekryterar_fran_asos_och_befordrar_expansionchefen
- [PR Newswire, 2022-05-26] Lenskart-Backed Neso Brands announces USD 100+ million funding for eyewear brands and appointment of DTC executive Bjorn Bergstrom as CEO | https://www.prnewswire.com/news-releases/lenskart-backed-neso-brands-announces-usd-100-million-funding-for-eyewear-brands-and-appointment-of-dtc-executive-bjorn-bergstrom-as-ceo-301555542.html