The Numbers
What the work adds up to
Why agency case studies are usually a work of fiction, what we choose to report instead, and how you should audit any agency’s numbers before you sign a contract.
The Problem
Why we do not publish case studies
If you have spent any time looking for a paid media agency, you have undoubtedly seen the standard case study page. It is always the same format: a beautiful chart showing revenue pointing steeply up and to the right, accompanied by a headline claiming "We increased ROI by 450% for a leading SaaS brand."
Those case studies are almost entirely worthless as a buying signal, and you should learn to ignore them. Here is exactly why.
The mechanics of deception
First, there is survivorship bias. An agency might have fifty active clients. They will write glowing case studies about the three who experienced explosive growth (growth that was usually driven by external market factors or a viral product rather than the ad campaign), and they will quietly ignore the forty seven accounts that traded sideways or outright failed.
Second, there are cherry picked windows. They will compare a historically strong month (like November in e commerce) to a historically weak month (like August), attribute the entire seasonal lift to their own strategic genius, and publish the staggering percentage change.
Third, they report ROAS without margin. A campaign might generate a 5x return on ad spend. But if the product has a 20% margin, that 5x ROAS is strictly break even. The agency claims a massive win while the client makes zero profit. They also routinely boast about generating thousands of "leads" without ever mentioning that none of those leads actually possessed the budget to close into paying customers.
Our Numbers
What we report instead
Rather than fabricated stories about unnamed clients, we publish the aggregate facts of our operation.
- $5M+ Managed ad spend crossed in 2023
- 42% Traffic managed in North America
- 25% Traffic managed in Europe
- 2022 The year Viper Hold was founded
We manage millions of dollars across Google Ads, Microsoft Ads, and programmatic DSPs. We see the performance patterns that hold true across different economies and sectors. But we will not invent a story about increasing revenue by 400% for a client in a specific industry just to earn your trust. We earn it by running a free ad account audit on your actual data, showing you exactly where you are bleeding money today.
The Interrogation
How to audit an agency
If case studies are fundamentally unreliable, how do you evaluate an agency? You interrogate their methodology. When a prospective partner presents you with a set of spectacular results, use this checklist to strip away the marketing spin.
- Ask what attribution model was used. Are they claiming 100% of the credit for view through conversions that would have happened anyway?
- Ask about the time window. Are they comparing peak season to an off peak baseline to manufacture a lift?
- Ask about the margin. Did the client actually make a net profit on those specific campaigns, after the agency fee and fulfillment costs were deducted?
- Ask if the tracking was audited independently. Was the revenue figure pulled blindly from the ad platform, or did it reconcile with the client's CRM or accounting software?
- Ask if the leads actually closed. A 50% drop in cost per lead is disastrous if the sales team cannot close any of the new, cheaper traffic.
Any agency that acts defensive or evasive when you ask these questions is an agency you should walk away from immediately. The legitimate practitioners will be thrilled you asked, because it proves you understand the mechanics of the game.
The Mechanics
The margin math most dashboards ignore
The fundamental flaw in how most agencies report results is the reliance on Return on Ad Spend (ROAS) without any consideration for the underlying cost of goods sold. Ad platforms only see top line revenue. They do not see fulfillment costs, payment gateway fees, refunds, or the fixed overhead of running your business.
Suppose you sell a product for $100. Your manufacturing, shipping, and processing costs total $60. Your gross margin is $40. If an agency runs a campaign that generates sales at a $30 Cost Per Acquisition (CPA), the platform will proudly report a 3.3x ROAS ($100 / $30).
The agency will likely frame a 3.3x ROAS as a massive victory. But let us look at the actual math: you made $100, spent $60 on the product, and spent $30 on the ad. You are left with exactly $10 in contribution margin. Once you factor in the agency's management fee and your own operating expenses, you are almost certainly losing money on every transaction.
This is why Viper Hold does not optimize toward a blended ROAS target unless it is strictly tied to a break even analysis. We calculate your break even CPA based on your actual margins. We identify the threshold where advertising becomes a net negative exercise, and we structure the campaigns to stay below it. We would rather drive fewer, highly profitable sales than scale a campaign that quietly bankrupts the company.
Expectations
FAQ on results
Do you guarantee a specific return on ad spend?
No. Anyone guaranteeing a specific ROAS before taking over an account is either lying or planning to heavily manipulate the tracking to hit the number. We guarantee rigorous execution, absolute transparency, and math driven decisions.
Why do you focus so much on contribution margin?
Because top line revenue does not make payroll. If we drive $100,000 in sales at a 3x ROAS, but your cost of goods sold and fulfillment consume 80% of that revenue, you have effectively lost money on the advertising.
Will you share references from current clients?
Yes. Once we reach the proposal stage and establish that we are a mutual fit, we are happy to provide references. We do not publish them publicly to protect our clients' competitive advantages and privacy.
Next step
Find out what your account is wasting
Send us access and we will come back with a written audit: where the budget is leaking, what it is costing you, and the three fixes worth doing first. No charge, no obligation.