A/B Testing for testimonials

What is testimonial A/B Testing

Testimonial A/B testing allows you to compare the performance of different testimonials to identify which ones generate the most trust and conversions on your website.

Unlike traditional A/B testing (which compares entire pages), in Opinafy you compare individual testimonials to discover which ones are most effective.

Why it matters

• Not all testimonials generate the same impact.
• A specific testimonial about results converts more than a generic one.
• Testimonials with photos tend to have higher engagement.
• Identifying the best testimonials allows you to optimize your conversion.

How it works

Opinafy's A/B testing system automatically tracks two key metrics for each testimonial:

Tracked metrics

• Impressions: How many times a testimonial has been shown on your widget.
• Clicks: How many times a visitor has interacted with the testimonial (click to expand, view video, etc.).

Automatic process

1. Each time your widget loads on a visitor's page, an impression is recorded for each visible testimonial.
2. When a visitor interacts with a testimonial (click to read more, play video, etc.), a click is recorded.
3. The system automatically calculates the CTR (Click-Through Rate) of each testimonial.
4. Over time, you can see which testimonials generate the most engagement.

Viewing testimonial analytics

Access A/B testing analytics from your dashboard:

1. Go to Projects > Your project > Analytics.
2. The direct URL is: /proyectos/your-slug/analytics.
3. You will see a table with all your testimonials and their metrics:

• Total impressions: Total number of times it has been shown.
• Total clicks: Total number of interactions.
• CTR: Percentage of clicks over impressions.
• Trend: Whether performance is going up or down over time.

CTR per testimonial

CTR (Click-Through Rate) is the main A/B testing metric. It is calculated as:

CTR = (Clicks / Impressions) x 100

Interpreting CTR

• High CTR (> 5%): The testimonial generates a lot of interest. Consider it as a pinned testimonial.
• Medium CTR (2-5%): Normal performance. Good supporting testimonial.
• Low CTR (< 2%): The testimonial does not generate interest. Consider replacing it or moving it to a less visible position.

Keep in mind that CTRs vary by industry, widget type, and testimonial position on the page.

Best practices

1. Wait for sufficient data

Do not make decisions with few impressions. Wait for at least 100 impressions per testimonial before comparing CTRs.

2. Pin the winners

Mark testimonials with the highest CTR as pinned so they appear first on your widget.

3. Rotate testimonials

Add new testimonials periodically and compare their performance with existing ones. Recent testimonials tend to have better engagement.

4. Test different formats

Compare the performance of text vs. video testimonials, short vs. long, with photo vs. without photo.

5. Consider context

A testimonial may perform better on a landing page than on the home page. If you use multiple widgets, analyze performance by location.

6. Act on the data

• Replace testimonials with the worst CTR.
• Ask for more testimonials similar to the best-performing ones.
• Adjust your form's guiding questions based on patterns from the most effective testimonials.