A case study can show that a provider has worked on a relevant problem, but it is not automatically a forecast for another company. Results depend on the starting point, market, offer, team, and measurement. Evaluate the evidence and the provider’s role before drawing conclusions.
Establish the baseline and time period
Ask what was happening before the engagement, how the baseline was measured, and how long the result took. A percentage change without the starting value or window is difficult to interpret. Ask whether the comparison uses the same season, audience, and conversion definition.
Clarify whether the outcome is activity, pipeline, closed revenue, or profit. A rise in clicks or leads can be useful evidence, but it should not be described as a revenue result unless the records support that connection.
Understand the provider’s contribution
Ask which work the provider performed and which changes came from the client team, product, pricing, or other vendors. Find out what resources were available and who made the key decisions. A case study that explains the process and limitations is more informative than one that credits every improvement to a single campaign.
Check whether attribution is direct, modeled, or based on a controlled comparison. Ask how duplicates, existing demand, and long sales cycles were handled.
- What changed and who implemented it?
- Which costs and outcomes are included?
- How was the result measured and validated?
- What factors outside the provider’s work affected performance?
Test comparability with your situation
Compare the case to your market, sales cycle, team capacity, data quality, budget range, and offer maturity. Similar logos or industries do not guarantee that the operating conditions match. Identify what would need to be true for the same approach to work in your context.
Ask for a reference discussion focused on collaboration, communication, senior involvement, and course corrections—not only the final metric.
Use cases as evidence, not guarantees
A case study can strengthen or weaken a vendor’s credibility and help you understand its working method. Combine it with the proposed plan, team fit, transparent assumptions, and a measured first phase. Avoid treating a past result as a promised outcome.
The most useful case study helps you assess how the provider reasons, measures, and adapts—not just the headline number.
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