Daniele Rossi

£261,821 in GMV 9,373 orders 10,007 products sold Delivered for one brand on TikTok Shop in just four months. These results didn’t come from simply sending out more samples, posting more videos or spending more on ads. They came from having the right strategy: → Identifying the right products to scale → Building strong creator partnerships → Producing content designed to convert → Using paid media strategically → Reviewing the data and adapting quickly → Maintaining complete transparency throughout TikTok Shop can deliver significant growth—but only when every part of the strategy works together. We believe brands should always understand what is happening in their account: what is working, what isn’t, where the budget is going and what we are doing next. No inflated promises. No hidden activity. Just a clear strategy, transparent communication and measurable growth. #TikTokShop #TikTokShopUK #EcommerceGrowth #SocialCommerce #DigitalMarketing #BrandGrowth

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Meta claimed a 6.8 ROAS on Advantage+. Your total store revenue didn't grow by a single dollar. You scaled your Advantage+ Shopping Campaign from 10k to 50k EUR. Ads Manager showed green metrics across the board: 6.8x reported ROAS, soaring volume, and dropping CPA. Yet when finance audited Shopify, Stripe, and net bank deposits, top-line revenue was completely flat. Blended MER crashed, and net profit vanished. You didn't find a new acquisition channel. You paid Meta a 30% tax to retarget your own customer list. Here is the technical reality of the Advantage+ Cannibalization Trap in 2026. 1. The Easy-Conversion Auction Bias Meta's auction algorithm is rewarded for maximizing reported conversions at the lowest cost. The easiest conversions online are people who already know you: past buyers, brand searchers, and email subscribers. Advantage+ aggressively outbids other channels for these warm users, taking credit for sales that would have closed organically for zero ad spend. 2. 45% Exclusion List Leakage Brands try to prevent this with CSV uploads or 180-day website custom audience exclusions. In 2026, browser exclusions leak up to 45% of users. Safari ITP, iOS privacy, and ad blockers strip client cookies. The pixel treats returning customers as cold prospects, bidding top dollar to retarget them. 3. Zero Net-New Value Weighting By default, the pixel sends the exact same Purchase payload for an 8-time buyer as a brand new lead. Value-Based Bidding optimizes for big repeat carts, starving genuine cold prospecting of budget. The Canem Errant Incrementality CAPI Protocol: Phase 1: Server-Side Customer Graph Tagging Our edge Cloudflare Worker queries your CRM/Shopify database in real time, enriching every CAPI payload with custom data: is_new_customer=true/false and order_count. Phase 2: Automated SHA-256 Hashed Exclusions A server-to-server API pipeline pushes buyers directly into Custom Audience exclusions at checkout, blocking retargeting waste with zero reliance on browser cookies. Phase 3: Value-Bid Weighting for True Incremental CAC We assign 100% conversion value to net-new acquisitions and 0% to brand repurchases. Advantage+ is forced to hunt real incremental growth. Brands using Incrementality CAPI cut wasted retargeting spend by 41% and restore real revenue scale. Stop paying Meta to retarget customers you already own. Audit your ad incrementality: canemerrant.com

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🚨 DTC Brands 🚨 Before Black Friday / Cyber Monday: take a quick look at how your site is directing traffic down your funnel. Now is the time to make sure you're not wasting your ad spend.

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