MolocoMoloco

Costco Chooses Moloco to Power AI-Driven Retail Media

By Pat Copeland·Mar 18, 2026·2 min read

Summary

Costco has selected Moloco Commerce Media to power onsite advertising across Costco.com, an initiative designed to bring the magic of in-warehouse discovery to the digital shelf. This partnership leverages Moloco's AI-powered commerce media platform to help brands achieve real outcomes, such as increased sales and customer engagement, while maintaining Costco's highly trusted, membership-driven retail environment. The collaboration ensures that advertising remains relevant and non-intrusive, preserving the member-first experience that Costco is known for.

According to Mark Williamson, AVP of Retail Media at Costco, this new approach represents a significant shift in how retail media can be used to enhance the shopping journey. By combining Costco's strong brand loyalty with Moloco's advanced machine learning capabilities, the initiative aims to deliver personalized ad experiences without compromising user trust. The announcement underscores the growing importance of AI in retail media and the potential for such partnerships to transform digital advertising in the retail sector.

Analyst Note

This news signals a major shift in the retail media landscape: warehouse-club retailers are now aggressively entering the digital advertising space. Costco, traditionally cautious with its member experience, is leveraging AI-powered commerce media from Moloco—a move that validates AI-driven, real-time optimization for onsite ad placements. The key implication for ad ops is the blurring line between physical and digital discovery; Moloco's technology likely mimics in-warehouse serendipity through algorithmic product recommendations, which could set a new standard for relevance in retail media networks.

Competitively, this puts pressure on incumbents like Amazon and Walmart to innovate further, especially in privacy-compliant, closed-loop measurement. For UA and monetization teams, the practical impact is twofold: first, brand advertisers gain access to Costco's high-intent membership base with Moloco's machine learning promising efficient spend; second, the partnership underscores the need for AI infrastructure that respects consumer trust while maximizing ROAS. Timing is critical—this emerges amid third-party cookie deprecation and heightened privacy regulation, making first-party data from membership models a goldmine.

Ad ops professionals should watch how Moloco balances personalization with Costco's minimal-ad ethos, as this case study will influence future retailer-ad tech collaborations.

You Might Also Like

SensorTowerSensorTower

State of APAC Omnichannel Retail 2026: How Retail Leaders Are Building Digital Growth

Digital retail maturity shifts focus from downloads to omnichannel experiences, engagement, and ecosystems. Key data: 8.7B app downloads, 400B web visits, mobile 59% of web visits in Q1 2026. Competitive advantage comes from quick commerce, loyalty, content-led discovery, and connected in-store. For ad ops, prioritize engagement and frequency over acquisition; mobile is dominant; ecosystem expansion is critical.

Jul 3, 2026·5 min readRead article →
AppsFlyerAppsFlyer

Cross-platform measurement: the complete guide for 2026

Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.

Gil Bouhnick·Jun 23, 2026·12 min readRead article →
AdjustAdjust

WWDC26: Siri AI, Foundation models, updates for mobile marketers | Adjust

WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Intents updates, but no significant AdAttributionKit or SKAN updates. For ad ops, this means continuity in measurement strategies. Key AI announcements include Siri AI, Xcode 27 agentic coding, and cross-developer subscription bundles. The lack of attribution changes provides stability for teams optimizing existing iOS measurement approaches.

Tiahn Wetzler·Jun 9, 2026·3 min readRead article →
AdjustAdjust

A guide to user testing for mobile apps | Adjust

User testing reveals the gap between designer intent and user experience, uncovering silent churn causes like unclear onboarding or passive ad chains. Analytics show what happens; user testing explains why. Small tests (5-8 participants) can identify friction points, and improving retention by 10% can significantly boost revenue without changing monetization. For ad ops, this means better user engagement reduces wasted ad spend and increases lifetime value.

Insights Team·Jul 9, 2026·7 min readRead article →
AdjustAdjust

FIFA World Cup 2026 mobile app trends for marketers | Adjust

Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports entertainment installs spiking 189% and sports news 204% on November 22. Engagement revolves around national team matches, with significant spikes from non-participating markets like China (+1,294% sports entertainment installs). For 2026, brands must adapt in real-time to shifting attention across matches and regions. Adjust's AI-powered attribution and analytics provide the visibility needed to capitalize on these global events.

Prashansa Shrestha·Jun 1, 2026·5 min readRead article →
TikTokTikTok

How TikTok And Salesforce Are Powering Connected Growth | TikTok For Business Blog

TikTok and Salesforce expand partnership with integrations across Agentforce Sales, Marketing, Commerce, and Data 360. Key benefits: real-time lead syncing from TikTok Lead Gen ads into Salesforce CRM, automated product catalog sync for commerce campaigns, first-party data activation for targeting and lookalike audiences, and AI-powered workflows. This enables advertisers to streamline operations, improve conversion tracking, and turn TikTok discovery into measurable customer relationships.

the new way people·May 27, 2026·3 min readRead article →
AppsFlyerAppsFlyer

Marketing attribution: what it is and how to measure it

Marketing attribution is critical for connecting spend to revenue, but platform self-reporting and last-click bias distort budget decisions. Single-touch models (first/last-click) are simple but miss the full journey; multi-touch models (position-based, data-driven) are more accurate but require robust data. Mobile attribution is particularly challenging due to ATT, SKAdNetwork, and cross-platform gaps, necessitating a mobile measurement partner (MMP) for independent, deduplicated measurement. Clean attribution data is essential for AI-driven optimization—bad signals lead to bad decisions. Starting with position-based attribution and incrementality testing provides a practical foundation.

Shani Rosenfelder·Jul 9, 2026·15 min readRead article →
AdjustAdjust

Agentic growth management at Adjust | Adjust

Adjust introduces 'Agentic Growth Management' at MAU Vegas 2026, a goal-driven AI system that automates the campaign optimization loop. Instead of manual intervention, it sets a business objective (e.g., increase ROAS), analyzes performance, generates actionable recommendations (e.g., budget reallocation, creative refresh), and executes with marketer oversight. The system tracks impact and iterates, allowing teams to shift from execution to supervision. This approach aims to reduce operational burden while accelerating progress toward revenue targets, with automation scaling as AI confidence grows.

Tiahn Wetzler·Jun 10, 2026·4 min readRead article →

More from Moloco