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How to find your best-performing content without scrolling for an hour

July 4, 2026·2 min read

Most creators have a rough, intuitive sense that some of their content overperforms — but ask them to name their actual top five posts from memory, with real numbers, and most can't do it reliably. That knowledge exists; it's just buried in months of post history that nobody's gone back and systematically sorted.

Why this knowledge stays buried

Scrolling back through months of posts to identify the real standouts is exactly the kind of task that always gets deferred — it's tedious, it doesn't feel urgent in the moment, and there's no natural trigger that forces you to do it. So the pattern in what actually worked never gets identified, and the next piece of content gets made without benefiting from lessons the account's own history already contains.

A structured way to actually find it

1. Pull your last 30-60 days of posts. Recent enough to reflect your current audience and format mix, long enough to have a real sample size to compare.

2. Sort by the metric that matches your actual goal — save rate for usefulness, shares for spread-worthiness, comments for depth of engagement — not just raw views, which mostly reflects reach rather than quality.

3. Look for what the top 3-5 have in common. A specific hook style, a particular topic angle, a format choice, a posting time — patterns across multiple top performers are far more reliable signal than any single post's success, which could easily be a one-off.

4. Check what the bottom performers have in common too. Sometimes the more useful signal is what to stop doing, not just what to do more of — and that's just as easy to miss without a deliberate sort.

A rough scoring approach

Rank criterionWhat it surfaces
Save rateContent people found genuinely useful enough to keep
Share rateContent people found worth actively spreading
Comment depthContent that sparked real engagement, not just passive scrolling
Reach vs. follower countContent the algorithm itself chose to push beyond your base

Cross-referencing two or three of these — not just picking whichever single metric looks most impressive — gives a much more reliable picture of what's actually working than eyeballing any one number in isolation.

Doing this in minutes instead of an hour of scrolling

Ask mayy.ai which of your posts performed best over the last month or two, and specifically what they had in common, and you get an answer built from your real account data in about the time it would've taken just to open the app and start scrolling — no manual sorting through weeks of posts required.

You don't need to make something entirely new to grow. Often you need to notice, systematically rather than by vague memory, what already worked — and do more of exactly that.

See this for your own accounts

Ask mayy.ai about your own content in plain language — free to start, no credit card required.

Start chatting freeOpen workspace

Related reading

  • Analytics for creators who aren't 'data people'

  • The quiet cause of creator burnout: too much time spent checking numbers

  • Why is your Instagram engagement dropping? A real diagnostic, not a theory

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AI creator & brand intelligence. Chat-first analytics for creators and brands across Instagram, TikTok, and YouTube.

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