Revenue Architecture & Operational Audits

Bridging the Gap Between Marketing Spend and Merchant Profit.

The Situation: Barriba Cantina was a ghost kitchen launch within an established group. I collaborated with the agency of record, but

there was a fundamental disconnect between "Agency Comfort" and "Performance Reality."

The Conflict: I advocated for data-backed split testing and direct-response offers. Instead, the agency defaulted to "Brand Awareness"—influencer posts and generic giveaways. They boosted a giveaway to the parent brand’s followers, assuming familiarity would equal conversion.

The Result (The "Hard Truth"): * Zero ROI: The giveaway generated zero engagement and zero sales.

Fatal Friction: Without a "Grand Slam Offer" or a trackable funnel, the brand couldn't gain velocity.

Shut Down: The brand folded within months due to a lack of agile testing and "safe" marketing choices.

The Lesson for Ops/Customer Success:

Data > Ego: Familiarity doesn't sell; results do.

Agility is Survival: If the data says the "playbook" isn't working, you pivot immediately.

The Margin is King: Every day spent on ineffective "boosted posts" is a day of leaked overhead.

The Split Test

The Split Test: Data > Opinion" Testing a static 'Pattern Interrupt' against a high-energy video. Letting the data decide which creative earns the right to stay in the funnel.

The Execution

The Anatomy of the Hook: Scripting for Conversion Pairing a high-contrast static image with a direct-response script. This layout focuses on immediate problem awareness and a 'no-friction' call to action, designed to convert scrolling into intent.

The Optimization

Fueling the Machine: Budget & Timing Strategic allocation of spend during 'Peak Intent' hours. By syncing ad delivery with high-traffic periods, we maximize the reach of the winning creative and ensure every dollar is spent where it has the highest chance of conversion.

The Traction

The Numbers: Reach, Impressions & Engagement Measuring the 'Efficiency of Attention.' These metrics prove the creative's ability to penetrate the market and drive high-intent clicks, validating that our 'Hypothesis' and 'Execution' successfully moved the needle.

The Analysis

Efficiency Metrics: CPC, CTR & Sales Insights The pulse of the campaign. By analyzing the Cost Per Click (CPC) and Click-Through Rate (CTR), we bridge the gap between 'Marketing' and 'Revenue.' This data provides the sales insights needed to refine the offer and scale the winning strategy.

The Strategic Recommendation

The Forecast: Data-Driven Recommendations Turning hindsight into foresight. Based on the performance delta between static and video assets, the strategic move is to double down on [Winning Format] while iterating the 'Grand Slam Offer' to further compress the sales cycle and maximize merchant ROI.