Instagram is experimenting with a new analytics feature showing like counts for each individual frame within a carousel post. This test, detailed in a recent Social Media Today report, aims to give creators and brands clearer feedback on what parts of their multi-image content resonate most.
Instagram users often rely on carousels to share multiple photos or videos in a single post. With this update, each image or video frame inside a carousel could display a separate like count, calculated by tracking which piece of media was active when the like button was tapped. The goal is to break down engagement within a post and steer content strategy with frame-specific insights.
Here’s how Instagram’s prototype feature works, according to early testers:
- Each carousel frame records its own like tally, based on the frame viewers had visible while liking the post.
- Creators and brand managers can review which images or slides perform best by glancing at these numbers.
- The counts reveal relative popularity, highlighting frames that outperform others across a carousel.
This adjustment makes carousel analytics more granular. It gives creators an opportunity to gauge not just overall post reception, but which visual makes the strongest impact—a big shift from Instagram’s usual all-in-one like system.
A look at rivals and platform history
Other social networks have primarily measured engagement at the post level. Even on platforms like Facebook and LinkedIn, multi-image posts typically aggregate feedback. By contrast, Instagram’s test could push analytics into new territory, offering creators intelligence beyond what competitors currently provide. This complements Instagram’s ongoing upgrades for business features, which have included fresh DM translation and scheduling tools.
An evolving playbook for carousel content
Instagram’s own leadership previously highlighted carousels as high-performing content. More frames mean more user interactions, often resulting in increased reach. If users scroll past without swiping, the algorithm may present additional frames for a second chance to engage. By letting creators uncover which frame draws the most likes, the new analytics tool links creative choices directly to measurable results.
Creators and small brands can now assess, for example, whether an introductory visual, a product demo midway, or a closing call-to-action slide is pulling in the most interest. Insights from these numbers could guide future layouts, storytelling sequences, or even help with A/B testing decisions for multi-image posts, much like YouTube’s title testing tool aids video creators.
Practical impact for creators and brands
More detailed like counts open up evidence-based decision making. If a mid-carousel product shot spikes in popularity, it could lead to changes in how products are displayed or how narratives are structured. For small brands, this means a clearer view of what visuals drive actions—ideal for refining marketing campaigns on a tight budget.
However, not all data points are equally valuable. Likes on the first frame might reflect default engagement rather than genuine interest in that image. Video creators and marketers will need to interpret the spread of likes thoughtfully, remembering that context matters.
What to expect next
For now, the carousel frame like count feature remains in limited testing. Instagram has not announced a formal launch date or wide rollout. If the pilot is successful and analytics prove valuable to users, fuller deployment is likely. Watch for updates as Instagram continues to expand its analytics toolkit for brands and creators determined to outperform in a crowded social landscape.
