During the pandemic, retailers faced shrinking margins from rising last-mile costs and turned to retail media—building advertising businesses on their ecommerce platforms—as a high-margin profit source, with margins around 75% compared to 5% for traditional trade. For a retailer with a $10B ecommerce channel that breaks even, a retail media business generating 2% of GMV could add $200M in profit. However, retail media is fundamentally different from traditional retail: it's a B2B enterprise business involving complex digital assets, requiring distinct people, data, technology, and operating models.
Many retailers lacking these capabilities outsourced their entire retail media operations, including ad sales, ad serving, and even supplier relationships, to third parties. This outsourcing disintermediated the long-standing retailer-supplier relationship, creating confusion when both retailer buyers and outsourced vendors communicated with suppliers. The author, who helped start Walmart's ad business (WMX), notes they outsourced everything except measurement and targeting built on sales data, enabling rapid scaling.
Now, as retail media becomes a $125B market, retailers are ready to reclaim control. Companies like Kroger and Home Depot are bringing ad sales, operations, and technology in-house, hiring hundreds of new roles, and adopting white-labeled tech solutions rather than building their own. This shift allows retailers to better integrate retail media with joint business planning and upfronts, strengthening supplier relationships and establishing retail media as a core, internally managed business.
Marketing attribution identifies which channels drive conversions, helping allocate budgets effectively. It uses models like single-touch (first/last click) or multi-touch (linear, time-decay) to assign credit across customer journeys. Challenges include privacy changes and tracking difficulties, but solutions like MMPs and AI can help optimize campaigns.
Resonance, defined as attention times engagement, is key for ad effectiveness. Short, creative ads on TikTok achieve high impact early, with 50% effect in 2 seconds and 90% ad recall in 6 seconds.
TikTok is offering new advertisers up to $6,000 in ad credits through a tiered spend incentive ($100/$500/$1500) that includes 1-to-1 expert support at the top tier. However, eligibility is restricted to new SMB self-serve accounts, and credits expire. Alongside the offer, TikTok has rolled out several ad tech innovations—Symphony AI creative suite, Streaming Ads, Agentic Hub, Market Scope, and new MMM data—that provide actionable opportunities for testing and scaling performance. Ad ops teams should review eligibility criteria carefully and consider leveraging these tools to maximize ROI during the promotional window.
TikTok recommends broad targeting for most advertisers, as it outperforms narrow targeting with lower CPA and higher conversion rates. Use Smart Targeting to expand when performance drops. Validate that advanced techniques beat broad targeting.
TikTok for Business is rapidly expanding its ad tech stack with AI-powered creative tools, new ad formats, and enhanced measurement. Key updates include the Symphony creative suite with Dreamina Seedance 2.5, the Agentic Hub for AI-managed campaigns, Streaming Ads for subscription growth, and GMV Max for TikTok Shop ROI. New analytics via Market Scope and the Attribution Portfolio promise deeper audience insights and full-funnel measurement. Salesforce CRM integration streamlines lead transfer. A limited-time offer provides up to $1500 in ad credits for new advertisers, incentivizing adoption of these advanced solutions.
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.
TikTok offers new advertisers a limited-time incentive: spend $100-$1500 and get matching credits plus expert support. The blog encourages SMB fashion brands to create engaging content using hashtags and ad formats to boost sales.
Meta introduces the Holiday Insights Center, offering data-driven strategies for small businesses to maximize holiday sales. Key insights: 85% of shoppers buy in-store after seeing products on social media; 59% message businesses during holidays; AI adoption is rising among shoppers and can streamline operations; 94% of shoppers use creator content for guidance. Advertising ROI is strong: $4 back per $1 spent. Actionable steps include optimizing social profiles, enabling messaging tools, leveraging AI, collaborating with creators, and updating data setups like Meta Pixel and Conversions API. The free Holiday Playbook provides step-by-step guidance.
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