Instead of deactivating high-performing evergreen ads during a sale, simply update the URL's destination on your website's backend (e.g., in Shopify). This sends traffic to your sale page without editing the ad in Facebook, which would reset its learning algorithm and kill its momentum.
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Go beyond simple affiliate tracking by using vanity URLs (e.g., brand.com/creator) to tag incoming users. This allows you to analyze the long-term value and performance of different creator cohorts months or even years later, informing future partnership decisions.
During the initial 14-21 day learning phase on an ad platform, marketers must resist the urge to constantly adjust bidding, budget, or targeting. "Fiddling with the knobs" resets the algorithm's learning process, dooming the test before it can gather sufficient data to optimize effectively.
Cookie deprecation blinds ad platforms like Google and Meta to on-site conversion quality. Marketers can gain a significant performance edge by creating a feedback loop, pushing their attributed first-party data (like lifetime value and margins) back into the platforms' AI systems in near real-time.
Many brands use subdomains for landing pages, which often breaks data tracking back to platforms like Meta unless meticulously configured. This can result in duplicated purchase events and misreported data, causing ad platforms to optimize against an artificially high CPA and hurting performance.
When running a major sale, eliminate your multi-link bio. A single, direct link to the specific offer removes friction and prevents customer confusion. Adding extra choices in the bio when you have a singular goal is a common mistake that hurts conversions.
Stop planning creative and media buys simultaneously. Instead, post creative organically first. Then, exclusively allocate media spend to amplify the content that has already demonstrated strong consumer engagement, forcing creative to be effective on its own merit before receiving paid support.
When you increase your BFCM discount (e.g., from 20% to 35%), don't turn off high-performing ads that mention the lower discount. A customer clicking an ad for 20% off and discovering a 35% offer on-site is a pleasant surprise that boosts conversion.
Social platforms want to acquire new advertisers. By boosting your best-performing organic posts with micro-budgets (even just $5), you can achieve disproportionately large reach as platforms "make it rip" to encourage future spending. Don't boost underperforming content.
Despite being a foundational marketing principle, an astonishing 52% of B2B pay-per-click ads still link to a generic homepage. This common mistake creates a poor user experience and drastically reduces conversion rates for expensive, high-intent traffic.
Using third-party tools on a subdomain (e.g., Unbounce) breaks user tracking when visitors move to your main Shopify site. This feeds messy, duplicated conversion data to platforms like Facebook, corrupting their optimization algorithms and potentially causing CAC to skyrocket. Build pages natively on your root domain.
