iOS attribution is failing, creative fatigue is exhausting ad sets faster than your team can develop fresh hooks, and Advantage+ remains a black box no one on your team can explain to the CFO. We rebuild the testing system, measurement layer, and creative pipeline as a single connected loop, giving you a paid social program you can defend in a board meeting – not merely a dashboard packed with platform-reported ROAS.
The Challenge
CAC keeps rising, and no one can explain why
Since iOS 14.5 and the shift to modeled conversions, the CAC in Ads Manager and the CAC in your P&L have drifted apart, and most teams still plan spend off the wrong one. Every quarter the gap widens, budget gets allocated against inflated performance, and finance catches the discrepancy after it has already hit the quarter's numbers. Marketing loses credibility with the CEO, and competitors who fixed their measurement stack start outbidding you on the same audiences because they know their real CAC and you don't.
Creative fatigue is outpacing your production capacity
Meta and TikTok reward fresh creative and punish repetition with rising CPMs within days, but most DTC teams still brief, shoot, and ship new concepts on a monthly cycle. The gap between how fast the algorithm burns creative and how fast the team replaces it shows up directly as CAC inflation, and it compounds every week the bottleneck stays unfixed. Performance marketers end up recycling the same three hooks with new captions while the brands winning your category ship new concepts weekly without adding headcount.
Advantage+ is managing your budget like a black box
Handing spend to Advantage+ Shopping campaigns without an incrementality read means you genuinely do not know how much of that revenue would have happened anyway through organic, retention, or brand search. Teams that scale AI-driven campaigns on faith alone routinely find during a holdout test that a meaningful share of reported conversions were never incremental. That's budget spent buying customers who were already going to buy, money that could have funded new-channel testing instead.
A single platform is carrying the whole growth plan
When most of paid social spend sits on a single platform, an algorithm update, iOS policy shift, or CPM spike can move the whole revenue plan in a week with no lever to pull. Teams in this position watch a bad Meta quarter turn into a board-level conversation about the entire growth strategy, when the real problem was concentration risk nobody flagged. Diversifying into TikTok, Pinterest, or Snap takes platform-specific creative and buying discipline that a single generalist media buyer rarely has bandwidth to build.
How We Can Help
We begin with a complete audit of your account structure, pixel and CAPI configuration, campaign history, and creative library. Most accounts we review have a partial or broken server-side event connection, campaign structures designed for a CAC that no longer exists, and a creative folder whose newest asset is three months old.
Next comes strategy: a media mix based on what your measurement can genuinely verify, rather than only what the platform reports. That includes a deliberate incrementality testing plan, geo or platform holdouts across your largest campaigns, and a clear view of what Advantage+ is actually buying compared with what it claims. It connects directly to the measurement rebuild at /services/measurement/ so the CAC your team uses for planning is the same number finance trusts.
Execution moves along two connected tracks. Creative focuses on production velocity: a weekly testing calendar with a set volume of fresh hooks and formats, developed through the process at /creative-testing-for-dtc-ecomm/ and aligned with your design team through /services/creative/ so briefs and revisions never bottleneck the media plan. Media buying focuses on campaign architecture: restructuring around what is truly winning, putting guardrails around Advantage+ spend, and shifting budget weekly according to incrementality test results.
Measurement is not a monthly report attached at the end. We conduct rolling holdout tests, monitor blended and platform-reported CAC side by side so the difference becomes a signal, and change budget during the same week the data shifts. This is where a fractional operator model outperforms a traditional media buying agency: the person interpreting the test is also the person reallocating budget, without an account manager passing decisions up the chain.
After Meta becomes stable and measurable, we create the diversification plan: proving a second platform at a controlled budget before making it a growth pillar, coordinated with channels such as /paid-search-for-dtc-ecomm/ and /performance-marketing-for-dtc-ecomm/ so paid social does not compete with your own search and lifecycle spend for the same customer. The team embedded in your account has managed media budgets and delivered creative within DTC brands – not from a spreadsheet – which keeps creative velocity and media buying decisions operating on the same clock.
What we deliver
- Account, pixel, and CAPI audit with a documented measurement gap analysis
- Campaign architecture rebuild with Advantage+ guardrails and budget rules
- Weekly creative testing calendar tied directly to media buying decisions
- Incrementality and holdout testing plan run on a rolling basis
- Cross-platform diversification roadmap with controlled-budget proof stage
- Weekly reporting cadence built on blended CAC, not platform-reported CAC
Platform-reported ROAS and genuinely incremental ROAS are seldom identical, and that gap is typically where ad budgets go to die.
Our Methodology
We structure paid social engagements as a 90-day sprint rather than an indefinite retainer. Days 1 through 30 focus on the audit and measurement repair: pixel and CAPI health, an account structure review, a creative library assessment, and the first incrementality holdout, giving us a real CAC before spend changes. Days 31 through 60 are spent rebuilding campaign architecture and launching the weekly creative testing calendar, with budget shifted according to holdout data instead of platform attribution alone. Days 61 through 90 are when the loop starts compounding: creative production, media buying choices, and incrementality reads follow the same weekly rhythm, and, if the account supports it, we begin validating a second platform at controlled budget.
What separates us from a traditional media buying agency is structural – not simply quicker reporting. A media buying agency optimizes within the platform's own metrics and charges for seats. We work as fractional operators, connecting creative production, budget choices, and measurement in one weekly loop, while sizing the team around the account rather than assigning a junior buyer and labeling it senior strategy.
Our Approach
The opening 30 days center on audit and measurement: we bring pixel, CAPI, and account structure to a point where the CAC figure is trustworthy, then conduct the first incrementality test so post-day-30 budget choices rely on real data. Days 31 to 60 focus on rebuilding campaign architecture and launching the creative testing calendar, with spend beginning to shift based on test findings rather than platform reporting. During days 61 to 90, we operate the complete weekly loop and, when the account supports it, validate a second platform at controlled budget. Most engagements last 3 to 6 months, though brands starting from a cleaner position may compress the timeline.
Your embedded team includes a senior media strategist responsible for the account and budget choices, alongside a creative operator who manages the weekly testing calendar in coordination with your design or agency resources. We need access to your ad accounts, pixel and CAPI implementation, plus any raw sales or CRM data used to calculate true CAC. We hold weekly working sessions instead of monthly report-outs because creative and budget decisions must move weekly to match the algorithm's pace. Reporting connects every dollar spent to blended CAC and incrementality reads – not only platform-reported ROAS.
- Narrower gap between platform-reported CAC and true blended CAC
- Higher weekly creative output without added in-house headcount
- Documented incrementality read on Advantage+ and AI-driven campaign spend
- A proven second platform reducing single-channel concentration risk
- Budget decisions made on a weekly cadence instead of a monthly report cycle
If your dtc / ecomm company needs paid social leadership, we should talk.
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Frequently asked questions
What does a paid social engagement with Winston Francois cost?
Most DTC paid social engagements cost between $8,000 and $18,000 per month, based on the ad spend being managed and how much of the creative testing calendar we staff directly versus coordinate with your current design team. That is usually a fraction of what an in-house senior media strategist and creative producer would cost.
How quickly will we see results after beginning a paid social engagement?
The measurement repair and initial incrementality read generally arrive within the first 30 days, providing your first reliable blended CAC figure. Changes to campaign architecture and creative testing typically begin showing movement within 30 to 60 days, while sustained CAC improvement and a validated second platform develop across the complete 90-day sprint.
How will your team work with our current marketing and design staff?
We operate as an embedded part of your team rather than a black-box vendor. The media strategist collaborates directly with your in-house marketer or founder on weekly testing and budget choices, while the creative operator coordinates briefs and asset delivery with your current design resources or agency.
How is Winston Francois different from a conventional paid social or media buying agency?
A conventional media buying agency optimizes around the platform's self-reported metrics, assigns junior buyers to the account, and provides monthly reporting. We operate as fractional operators, linking creative production, media buying choices, and incrementality measurement within one weekly loop. The senior strategist interpreting the test data is also the person reallocating the budget.
How do you track ROI and demonstrate that the spend is working?
We compare blended CAC with platform-reported CAC side by side, making the difference between them a visible signal, while running rolling incrementality holdouts across your largest campaigns and specifically on Advantage+. Weekly reporting links creative production and budget reallocations to those figures – not merely ROAS within Ads Manager – giving you a CAC and incrementality view you can confidently present and defend in a board meeting.
What type of company is the best fit for this engagement?
This engagement is best suited to Series A, B, or growth-stage DTC and ecommerce brands generating roughly $5 million to $100 million in revenue, where paid social meaningfully drives growth but the internal team lacks bandwidth for creative production, measurement, or both. It is especially well suited if you already spend meaningfully on Meta or TikTok and believe reported CAC differs from true CAC.
