Case Study on the Effectiveness of Meta Ads in the U.S. Market
Author: Oleksandr Shylin
2026-07-28

Business
Local service for selling and installing home water purification systems in private houses.Objectives and Goals of Launching Social Media Advertising:
- Assessing niche potential and measuring real audience needs
- Testing hypotheses on target audience segments
- Determining optimal combinations of creatives and goals
Implementation
The client has just started operating in this field, so standard goals such as the number of acquired customers had not yet been established at the beginning of the collaboration. In such cases, two approaches are possible:- All-In Approach — This approach delivers quick results but is costly. It involves setting up all possible types of advertising campaigns, using various audience segments, and testing different goal formats both within the account and on social media platforms.
- Rational Approach — This approach minimizes budget expenses but achieves results gradually. We sequentially set up different types and formats of advertising campaigns, starting with the hypothetically most effective ones, and only move to the next stage after completing the previous one. Analysis and comparison of results are conducted after all stages are completed.
Types of Optimization Goals
The first parameter for comparison was the campaign optimization goal. Our specialists launched 3 different variants to determine the format that could attract the highest number of conversions:
Type of Interaction in Lead Generation Campaigns
The next parameter was the type of interaction. The following options were considered:- Facebook Messenger messages
- Instagram messages
- Facebook lead form
| Facebook Messenger | Instagram Message | Lead Form |
| 1 conversion | 1 conversion | 10 conversions |

Creatives for Social Media
Evaluating the effectiveness of creatives based on the number of conversions is not the optimal approach, as the primary purpose of a creative is to capture the user's attention rather than convert them into a customer. Effectiveness can be measured using different metrics depending on the parameters and goals. We use the standard Meta Ads Quality Rank, which reflects the relative performance of an ad in the auction:- Above Average
- Average
- Below Average (lower than 35%, 20%, or 10% of similar ads)
Creative Formats Used in the Advertising Campaign
| Type: Single Image | ![]() |
| Performance Evaluation: Below Average | |
| Type: Image Carousel | ![]() |
| Performance Evaluation: Average | |
| Type: Video | ![]() |
| Performance Evaluation: Average |

Results
The results of experiments evaluating the effectiveness of Meta Ads tools:| Campaign Optimization Goals | Type of Interaction | Creative Formats |
|
|
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- Goal: Lead Generation
- Optimization Type: Lead Form
- Ad Format: Video
Project Team
- Project Manager: Alexandra Nesina
- PPC Specialist: Alexander Shilin
- Head of Contextual Advertising Department: Galyna Lyman


