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

TikTokTikTok

TikTok Advertising Blog: Find Product Updates, Insights & Tips

This TikTok For Business page showcases a limited-time promotional offer for new advertisers: spend $100-$1500 to receive matching ad credits and expert support, alongside a collection of research articles and case studies. Key insights for ad ops decision-makers include the effectiveness of TikTok's GMV Max tool (yielding +15% average revenue gains on TikTok Shop UK), full-funnel automation's role in driving growth, and creative strategies for retail/CPG and small businesses. The content emphasizes data-backed ROI, platform-specific solutions, and actionable best practices to help advertisers optimize campaigns and capitalize on TikTok's proven business impact.

GroupM Italy for KIKO·Jun 9, 2026·4 min readRead article →
TikTokTikTok

TikTok Advertising Blog: Find Product Updates, Insights & Tips

TikTok Ads is courting new advertisers with tiered ad credits (spend $100/$500/$1500, get same in credit) plus expert support for the top tier, but credits expire by end of 2023. Decision-makers should note strict eligibility: only self-serve SMB accounts, no agency-created or TikTok Shop accounts, one account per business, and a 30-day spend window. Research from Circana, GroupM/KIKO, and Samba TV indicates TikTok often outperforms traditional attribution models. Salesforce CRM integration and Canva creative tools reduce friction, while quarterly safety reports strengthen brand protection. Overall, incentivized testing, robust measurement, and enhanced integrations make TikTok a viable paid social channel for SMBs.

GroupM Italy for KIKO·Jun 9, 2026·5 min readRead article →
MolocoMoloco

Inside Moloco's CARA: the AI that compounds

The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.

Tal Shaked·Aug 7, 2026·14 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

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

Cross-channel marketing analytics: how it works in 2026

Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.

Rachel Siegman·Sep 3, 2026·14 min readRead article →
AdjustAdjust

How mobile app marketers should approach CTV | Adjust

CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-serve, measurable channels. Marketers can reuse existing UA creative instead of producing TV ads. QR codes drive direct response, but halo effects often matter more. Start with small, additive test budgets and measure assists/incrementality to understand true impact. CTV offers a way to find incremental users and diversify beyond paid social.

Nicoline Str·Aug 4, 2026·7 min readRead article →

More from Moloco