Analytics
What to actually look at in your Instagram analytics
Instagram's native Insights tab buries the metrics that actually predict future performance under the ones that feel important but mostly don't. Follower count and like count are the numbers people check first, and they're close to the least useful ones for deciding what to post next.
What actually predicts what to post next, ranked
| Metric | Why it matters | Where to find it |
|---|---|---|
| Saves | Strongest "this was genuinely useful" signal | Post insights, under "Saves" |
| Shares | Someone valued it enough to send to another person | Post insights, under "Shares" |
| Reach vs. follower count | Whether the algorithm is actively pushing this beyond your base | Compare reach to your total follower count |
| Completion rate (Reels) | Whether the content holds attention past the hook | Reel insights, "Average watch time" |
| Comments (non-emoji) | Deeper engagement than a like, especially real questions/replies | Scroll the actual comment thread |
| Follows from the post | Whether the content converts viewers into followers | Post insights, "Follows" |
| Likes | Present but the weakest predictor of what to make next | Everywhere — and least useful of all these |
Why saves specifically matter so much
A save means someone intends to come back to the post later — that's a fundamentally stronger signal of genuine usefulness than a quick like, which requires almost no commitment or judgment about the content's actual value. Content with a consistently high save rate relative to your average is worth building more of, even if its raw view count looks unremarkable next to a viral outlier.
A simple weekly check
Instead of scrolling your feed looking at likes, pull your last 10 posts and rank them by save rate (saves ÷ reach) rather than raw engagement. The top 2-3 by that specific metric are your actual playbook for what to make next — not necessarily your posts with the most likes, which are frequently a different, less useful list entirely.
Where this breaks down manually
Instagram's own Insights tab shows this data one post at a time, with no easy way to compare save rate across 10 posts side by side — you'd have to manually tab through each one and build your own comparison, which is exactly the kind of tedious cross-referencing that makes people give up and just eyeball follower count instead, even though it's the least useful signal available.
Ask mayy.ai what's driving your saves and reach this month, and you get a straight, ranked answer grounded in the metrics that actually predict what to make next — without translating the app's own scattered terminology and single-post view yourself, post by post.
The best account isn't the one with the most followers. It's the one that can say specifically why its last post worked — and that answer is almost never "it got a lot of likes."
See this for your own accounts
Ask mayy.ai about your own content in plain language — free to start, no credit card required.