Home & Landing
Showing Social Follower Count A/B Test
A current follower count can signal the size of a brand’s social audience. A low or irrelevant number may offer little reassurance. Use conversion as the decision metric; assessing perceived trust requires a separate survey.
A/B test scenario. This page is a test plan, not the result of a real experiment.
- Home & landing
- Purchase conversion rate (CR)
Control vs Variant
Absent on one side, present on the other.
- Changed
- Presence
- Page
- Home & landing
- Difference
- added
Hypothesis
If a current follower count appears next to the brand link, visitors may take it as a sign that the brand has a real audience. When the number fits the context, that signal could raise the conversion rate, while a low number may offer little reassurance.
Test plan
When to run this test
Visitors who do not know the brand well tend to give themselves away through trust questions in support tickets, survey answers from people hearing of it for the first time, and trips to the social profile and back. If the count reassures them, visitors see that signal on the page, keep going and convert more often. If the number is not the real, current count for a single platform, because it adds up several platforms or will go stale without automatic updates, fix the data source first.
How to measure success
Purchase conversion rate (CR)
Choose purchase or registration before launch and compare the same event among assigned visitors.
Also track
- Page exit rateMake sure a low follower count does not increase exits.
- Perceived trust (survey)If surveyed, use the same survey and sampling method in both arms.
- Click-through rateTrack visits to the social platform and whether visitors return to convert.
- Time on pageRead time alongside conversion; longer visits do not directly prove distraction.
How to set it up
- CountShow the current follower count for one platform next to the existing brand link.
- Keep presentation fixedKeep link behavior and use one fixed format, size and placement.
- Real audienceUse the actual count; do not invent a threshold or inflate the number.
- Separate testsRounding, placement and platform choice are separate comparisons.
- MobileCheck the space used and access to the main CTA on small screens.
What to watch when reading the result
- 1Judge the result on the purchase or registration event you chose before launch; clicks to the social platform only matter if visitors come back and convert. A rising page exit rate means a small lift in conversion is not enough to ship; read time on page together with conversion as well.
- 2Conversion data does not tell you whether trust went up; if you want to know that too, measure perceived trust with the same survey and sampling method in both arms. Keep the finding limited to this platform, count and placement, and check on small screens whether the counter gets in the way of the main CTA.
- 3Do not change the counter's visual emphasis while the test runs, because a change midway mixes two presentations into one result. If the difference stays small, enter each arm's visitors and conversions into the A/B test significance calculator; if the p-value says chance could explain the gap, do not treat the counter as a win.
Frequently Asked Questions
Which follower count should be shown?
Use the genuine, current count for the specified platform. Do not inflate it or imply a unique cross-platform audience by summing unrelated totals. Keep updates accurate.
Can conversion data establish increased trust?
No. Use purchase conversion as the primary outcome and assess trust through comparable direct feedback. Behavioral change and reported trust are different results.
Could a low follower count harm the page?
It may, especially when irrelevant to the offer. Monitor exits and outbound social visits, including whether visitors return and convert.
More tests in Home & Landing
All testsWelcome Takeover Screen on Page Load: A/B Test Idea
Home & landingContinuation rate
A welcome screen covering most of the first view on load. Compare it with a normal page open and see the attention gain and the drop-off risk.
Visitor-Type Blocks vs One Homepage Narrative A/B Test
Home & landingReach rate for relevant destinations
Split the homepage into a block per visitor type instead of one linear story. Examine both arms and the click metric this experiment tracks.
Moving the Main CTA Above the Fold A/B Test
Home & landingPrimary action completion rate
The primary call to action after the explanation section, against the same action in the first screen. Read the early-versus-convinced tension in full.