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Albatross

AI-driven platform for real-time personalized recommendations

Overview

Albatross delivers real-time, personalized recommendations to boost user engagement and revenue, and it plugs into existing data systems so companies don’t need to build their own ML pipelines. It automatically tests all possible configurations and uses real-time feedback to pick the best approach for each user, including the best timing, frequency, and channel. It learns on the fly to stay aligned with changing catalogs, trends, and user interests, reducing the overhead of traditional experimentation. Its goal is to democratize access to AI-powered personalization, enabling teams to deliver relevant experiences through a subscription service.

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About Albatross

Simplify's Rating
Why Albatross is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine Learning

Company Size

11-50

Company Stage

Seed

Total Funding

$16M

Headquarters

Switzerland

Founded

2024

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Simplify's take

What believers are saying

  • September 2026 OfferUp partnership gives Albatross its first major U.S. customer and reference.
  • Albatross reported 50+ million shoppers monthly and 3+ billion interactions, signaling real usage scale.
  • A $12.25 million February 2026 round funded expansion before the OfferUp and Wallapop wins.

What critics are saying

  • Revenue depends on a few marketplace contracts; losing OfferUp or Wallapop would slash growth.
  • Amazon, Google, and Criteo can copy real-time personalization with deeper data and distribution.
  • If pilot gains fade in production, customers will replace Albatross with cheaper incumbent recommenders.

What makes Albatross unique

  • Albatross converts live marketplace behavior into real-time discovery, unlike static recommender stacks.
  • OfferUp expanded after a September 2026 pilot lifted homepage engagement 84% and views 19%.
  • Wallapop adopted Albatross in February 2026, validating the product across European recommerce marketplaces.

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Funding

Total Funding

$16M

Above

Industry Average

Funded Over

2 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$12.5M

Benefits

  • Remote Work Options
  • Company Equity

Company News

Associated Press
Sep 23rd, 2026
Albatross real-time AI boosts OfferUp engagement 84% in pilot, sparking long-term partnership

OfferUp has entered a long-term partnership with Swiss AI firm Albatross to deploy real-time adaptive discovery technology across its marketplace. The collaboration follows a pilot that increased engagement on the homepage feed by 84%, lifted listing views by 19%, and boosted purchase intentions by 15%. The partnership replaces legacy recommendation systems with perception models that learn and interpret user behaviour in real time. During the pilot, buyers discovered an additional 3 million unique listings, connecting with 131,000 additional sellers. Engagement with these listings increased by 15%. The technology surfaces relevant listings based on what buyers seek in the moment, regardless of seller status. OfferUp, one of the largest local commerce platforms in the US, plans to expand the deployment following the successful initial test.

GlobeNewswire
Sep 23rd, 2026
Albatross and OfferUp partner on long-term engagement after real-time AI discovery feed pilot lifts engagement 84%.

Albatross and OfferUp partner on long-term engagement after real-time AI discovery feed pilot lifts engagement 84%. September 23, 2026 03:00 ET | Source: Albatross Zurich, Switzerland and Bellevue, WA, Sept. 23, 2026 (GLOBE NEWSWIRE) - OfferUp, the mobile marketplace that helps millions buy, sell, and connect locally across the United States, has agreed to a long-term partnership with Swiss AI firm Albatross to deploy real-time adaptive discovery technology across its marketplace. The partnership brings adaptive, in-session AI discovery to one of the largest local commerce platforms in the United States and follows Albatross's rollout with Wallapop, one of Europe's largest consumer-to-consumer marketplaces, across Spain, Italy and Portugal. The partnership replaces legacy recommendations, built on what is popular or recently uploaded, with perception models that learn and interpret user behavior as it happens. Every decision reshapes a user's OfferUp homepage feed in real time, so the marketplace responds to what each user is trying to do right now. On marketplaces where every listing is one-of-a-kind and thousands of new listings turn over by the hour, traditional recommendation systems can struggle to keep pace. Popularity or recency-based systems reward sellers who are already visible and active. Perception models surface relevant listings based on what a buyer is looking for in that moment, whether they come from a power seller with hundreds of reviews or from a neighbor posting their first item. An initial pilot with an A/B test showed significant gains across the marketplace. Engagement on the homepage feed increased by 84%, listing views across the entire platform rose 19%, and total purchase intentions, meaning qualified buyers reaching out to sellers, climbed 15%, with homepage feed engagements up 61%. Each of these metrics increased week over week throughout the test as the perception models learned from new interactions. The effect reached sellers across the marketplace. Over the pilot, the subset of OfferUp buyers whose experience was powered by Albatross discovered an additional 3 million unique listings and with the result that engagements increased by 15%. These are listings and sellers a traditional recommendation system would have left unseen, whereas Albatross was able to match them to buyers based on item relevance, not because the seller was already established. Nathan Garnett, Chief Business Officer of OfferUp, stated: "People come to OfferUp to find great value close to home. Albatross is helping us connect buyers with far more relevant items and sellers, while making the OfferUp experience more dynamic and personalized. The results from the first weeks of the pilot were exceptional, and we're excited to expand the partnership from here." Scott Greenberg, VP of Advertising and Partnerships at OfferUp, added: "What stood out was both the speed and the impact. We went from kickoff to a live experiment in weeks and quickly saw meaningful gains for buyers and sellers. More listings were discovered, more sellers were reached, and more conversations started, exactly the kind of marketplace outcomes we want to drive." Albatross cofounder and CEO, Dr. Kevin Kahn explained: "Marketplaces are fundamentally a discovery problem: understanding what someone wants right now and matching them with the right item among millions of unique listings. In just three weeks, Albatross helped OfferUp buyers discover three million additional unique listings and connect with 131,000 additional sellers. That is the promise of perception models: LLMs understand words; perception models understand behavior." About OfferUp OfferUp is dedicated to creating the simplest and most trusted way for people to buy, sell, and connect in their local communities. One of the top local marketplace apps for local buyers and sellers in the U.S., OfferUp makes it easy for people to discover more of what they need - from great deals and second-hand goods to jobs, services, home rentals, and more - right in their own communities. Available on iOS and Android, OfferUp has consistently ranked among the top shopping apps. Founded in 2011 and headquartered in Bellevue, WA, OfferUp serves local markets nationwide and was used by more than 1 in 6 adults in the U.S. in 2024. About Albatross Albatross builds perception models for real-time product discovery on marketplaces, adapting to user intent in-session and creating inspiring shopping experiences by surfacing new and relevant products and sellers. Today, Albatross powers the online experience of 50+ million shoppers monthly and processes 3+ billion user interactions per month across 150+ million products. Winner of the Tech for Retail 2025 Award, Albatross is based in Switzerland and backed by Redalpine, MMC Ventures, and Daphni.

Associated Press
Feb 12th, 2026
Wallapop partners with Albatross to deploy real-time AI discovery, boosting engagement 119% in C2C marketplace

Wallapop, Spain's leading conscious consumption platform, has partnered with Swiss AI company Albatross to deploy real-time AI discovery across its marketplace. The collaboration makes Wallapop one of the first consumer-to-consumer platforms globally to move beyond static recommendations towards adaptive, in-session discovery. A four-week A/B test on 10% of Wallapop's traffic showed user engagement increased by 118.9%, favourites and interactions rose by 104.8%, and purchase intentions climbed by 46.9%. The system adapts to changing user intent within sessions, surfacing relevant complementary items rather than similar products. Albatross recently raised $12.25 million to deploy its real-time perception technology. The partnership addresses recommerce challenges by matching live buyer intent with relevant listings across Wallapop's constantly evolving catalogue of unique second-hand items.

Business Partner Magazine
Feb 12th, 2026
Wallapop and Albatross Sign Strategic Partnership to Bring Real-Time AI Discovery to the Future of Consumer-to-Consumer Commerce

Wallapop and Albatross sign strategic partnership to bring real-time AI discovery to the future of consumer-to-consumer commerce. February 12, 2026 by BPM Team Barcelona, Spain & Zurich, Switzerland - 12 February 2026; Wallapop, the leading platform for conscious consumption in Spain, today announced a strategic partnership with Swiss AI company Albatross to deploy real-time AI discovery across its platform, advancing user engagement and seller visibility at unprecedented scale. With Albatross, Wallapop becomes one of the first C2C marketplaces globally to move beyond static, history-based recommendation systems toward in-session, adaptive discovery that understands user intent as it unfolds. In practice, this means discovery on Wallapop becomes more pro-active and responsive. For instance, when a user explores a second-hand sofa and then starts browsing rugs or floor lamps, the system understands the shift from evaluating a single item to furnishing a living space. Instead of continuing to surface more sofas, as traditional recommenders do, discovery adapts in real time to reflect the user's evolving intent, highlighting relevant complementary items across categories, including products the user didn't know existed. As the session continues, the experience keeps evolving: a user who then clicks on a vintage coffee table may start seeing lighting, paintings, décor, or storage pieces that match the same style, even if they never looked for them explicitly. This allows users to uncover highly relevant listings that feel like genuine finds, rather than variations of what they've already seen. Crucially, this allows discovery to keep pace as interests change (even within the same session) and helps the right listings surface at the right moment. The announcement follows Albatross' recent $12.25 million fundraise to deploy its real-time perception layer; a technology designed to understand what users want in the moment. Forbes recently described this approach as the "second pillar of AI." While generative AI has transformed how content is created, Albatross focuses on how content is discovered in environments where scale and choice overwhelm traditional personalization. Early production deployments have shown significant impact, beyond what is possible with traditional recommenders. In a four-week A/B test on 10% of Wallapop's traffic, measuring performance across the entire homepage experience, the platform yielded: * Increase in User Engagement: +118.9% * Increase in Favorites & Interactions: +104.8% * Increase Purchase Intentions: +46.9% Importantly, the system surfaced previously unseen items to qualified buyers, demonstrating its ability to unlock latent supply rather than simply amplify already popular listings. These gains have remained remarkably stable - and continued to improve - over an extended four-month production period, underscoring the robustness of the approach beyond short-term experimentation. For Wallapop, the shift goes beyond buyer relevance. The partnership introduces algorithmic seller discovery as a core capability, dynamically matching live buyer intent with relevant, shippable listings and addressing one of recommerce's hardest challenges: ensuring quality supply doesn't get lost in volume. "At Wallapop, we are moving toward a system that understands what users want in real time, helping buyers find the right items faster while giving sellers more effective visibility for their listings," says Rob Cassedy, CEO of Wallapop. "Our collaboration with Albatross represents another step forward in our mission to empower people to participate in a more conscious consumption model that creates economic opportunities for people." Unlike conventional recommenders built on past behavior and popularity signals, Albatross' technology continuously interprets live user interactions. Every action within a session updates the system's understanding of user intent and the catalog, allowing discovery to adapt instantly to changing behavior, supply dynamics, and context. This approach is particularly helpful for second-hand marketplaces, where millions of unique items with inconsistent metadata make traditional popularity- or similarity-based methods ineffective. For Albatross, Wallapop represents a demanding real-world environment for AI discovery. With a constantly evolving catalog of one-of-a-kind items and high listing velocity, Wallapop provides an ideal setting to validate and scale in-session perception models under real marketplace constraints. "Together with Wallapop, we're delivering an online discovery experience comparable to the best in-store journey; one where users uncover products that feel like true hidden gems, tailored just for them, in real time" said Dr. Kevin Kahn, CEO of Albatross AI. "While large language models make sense of words, Albatross' perception model makes sense of the sequence and context of user actions as they happen. This partnership demonstrates a radical shift in discovery, search, and personalization, which have seen little innovation for more than a decade." The partnership represents one of the earliest large-scale commercial deployments of adaptive, in-session AI discovery in recommerce, reinforcing Wallapop's ambition to lead the next phase of marketplace evolution. About Wallapop. Wallapop is the leading platform for conscious and humane consumption in Spain. Founded in Barcelona in 2013 and present in Spain, Italy and Portugal, Wallapop aims to create a unique inventory ecosystem of reused products that facilitates a more humane and sustainable consumption model. The platform connects 21 million users who visit it every month, who collectively create more than 100 million listings annually. On Wallapop it is possible to buy and sell products from all categories of consumer goods easily, quickly and securely. It is also a reference in more specific categories such as motor vehicles. About Albatross. Albatross is the AI platform for real-time discovery. Founded in Switzerland in 2024, Albatross is leading the shift from AI generation to real-time perception - driving engagement in online marketplaces by adapting discovery and search to user interests in the moment. Today, Albatross orchestrates discovery across 100+ million products and processes billions of user interactions. The company is a recipient of the Tech for Retail 2025 Innovation Award and has raised $16 million from MMC Ventures, Redalpine, and Daphni.

FinSMEs
Nov 19th, 2025
Albatross Raises $12.5M in Funding

Albatross, a Zurich, Switzerland-based provider of a platform for real-time product and content discovery, raised $12.5m in funding

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