TechnicalOpinion

LIVE: variable stacking. (the secret to scaling your ads fast af)

Mark Builds Brands

Mark shares the concept of 'variable stacking' for scaling profitable ads by identifying winning variables across creative, copy, funnel, payment processors, ad accounts, pages, website hosts, and media buying tactics, then combining them to maximize profitability and growth velocity.

Summary

Mark introduced 'variable stacking' as a framework for scaling ads profitably by treating ad optimization through the scientific method lens of independent and dependent variables. Rather than testing multiple variables simultaneously and hoping for winners, the strategy involves isolating and testing each variable category separately, identifying the winner in each category, then stacking all winners together for maximum performance.

The basic variables Mark covers are creative (specifically creative format as a 'quantum leap'), copy (especially important for static/image ads), and funnel type (advertorial, listical, straight-to-PDP, sales page). Once winners are identified in each category, they're combined for baseline scaling.

Marк then explores advanced variables beyond the core three. Payment processors significantly impact profitability through approval rates and AOV—testing multiple processors with identical winning creatives can reveal 30-50% differences in approval rates. Facebook ad infrastructure variables include ad accounts and pages; some ad accounts inherently outperform others due to reputation and data history with Facebook, making this a worthwhile test. Similarly, page types (brand, personality-based, general, whitelisted) show measurable performance differences.

Website hosting platforms represent another critical variable—Mark tested Shopify, Replo, ClickFunnels, Funnelish, and Checkout Champ with identical pages and found Shopify typically wins on conversion rate, though other platforms occasionally outperform on profitability. AI copywriting sources can be tested against each other by win rate (how many ads become profitable). Landing page builders and custom-coded AI-generated pages also qualify as testable variables.

Media buying structure variables include campaign setup types (CBO with bid caps vs. manual bidding), audience targeting (demographics and placements), and creative testing environments designed to give new creatives the highest probability of success by surrounding them with all other proven variables.

Mark emphasizes that scaling is fundamentally a game of testing extensively, finding winners in each variable category, then directing budget toward the combined stack of all winners rather than spreading spend across unproven variables. He contrasts this with most people who either don't test variables systematically or test new variables in isolation without stacking them with existing winners.

Key Insights

  • Mark argues that testing new creative formats is a 'quantum leap' that can dramatically transform profitability, whereas testing variations within a format is merely micro-optimization that provides small incremental gains.
  • Payment processor choice impacts profitability significantly—identical funnels tested across different payment processors can show approval rate differences ranging from 50% to 90%+, with some processor combinations producing 5x higher profitability.
  • Ad accounts have inherent performance hierarchies based on historical data and Facebook reputation; personally-owned accounts typically outperform agency accounts, and the best performing account can be nearly impossible to beat.
  • Shopify checkout conversion rates are consistently the hardest to beat compared to alternative platforms like ClickFunnels, Funnelish, and Checkout Champ, though other platforms may occasionally win on AOV or profitability metrics.
  • Mark discovered that Facebook's algorithm groups ad accounts into 'tranches' that determine traffic quality, meaning identical pages deployed on different website platforms will have different conversion outcomes based on Facebook's trust level with each platform.

Topics

Variable stacking framework for ad scalingCreative format testing as quantum leapsPayment processor selection and approval ratesAd account and page performance differencesWebsite platform hosting optimizationMedia buying structure and campaign setupTesting methodology and statistical approachScaling to 100K+ daily spendLong-term brand building vs. seasonal launches

Transcript

[0:06] What is up, legends? This Mark here and we live, baby. What the [ __ ] is good, man? It's good to see you. Um, wasn't really planning on going live today. It's uh 12:09 a.m. on Thursday, September 4th. But truthfully, look, I I actually had something that I want to share with you guys. It's something that I didn't really ever put a name to, but something that has allowed me to scale profitably [0:39] um and as quickly as possible. So, this is going to be live specifically for guys that are, you know, generating some sales, maybe at 1K a day, 10K, 100K a day, doesn't really matter. This will be something that can help…

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