What I found when I ranked indie apps by real traffic instead of download charts

dzuama-afk — Thu, 17 Sep 2026 14:08:02 +0000

Download charts are the default way we rank apps, and they quietly lie to indie makers. A chart position is a stock of installs accumulated over months of marketing, launches, and re-installs. It tells you who spent the most getting noticed. It says almost nothing about who people are actually turning to this week.

So I spent some time with a different signal: the real visit traffic each app is pulling right now. I pulled the numbers from a live board that ranks apps by the real traffic they draw (censuus.com), which currently tracks a couple hundred apps, and looked at what the ordering surfaces that a download chart would bury. A few patterns were sharp enough to be worth writing down.

1. Real demand is a long tail, and it's smaller than vanity numbers suggest

The top of the board draws low-hundreds of visits. The median app sits closer to a handful. Nobody in the indie slice is pulling chart-topping millions, because this isn't counting a lifetime of installs — it's counting live interest, right now.

That sounds humbling, and it is, but it's also the most useful number an indie maker can have. A download total of "50k lifetime" hides how many of those people opened the app once years ago and never came back. Live visit traffic doesn't let you round up. If a few dozen real people looked at your app this week, that's what you have to work with — and it's a far better baseline for deciding what to build next than a cumulative install badge.

2. The ranking and the raw-traffic order don't match — on purpose, and in the open

Here's the pattern I did not expect to be so visible. Take one indie app I looked at — a small utility carrying no sponsorship at all. It draws solid, genuine visit traffic on its own merits.

So why does the ordering not track raw traffic exactly? Because placement here reflects real visits plus paid sponsorship, and every sponsored spot is labeled as sponsored right on the row. Some of the spots on the live board carry a sponsorship, each marked. A maker who puts money behind a listing can lift where it appears — that's stated plainly, shown as a label, and mixed with the real-traffic signal rather than hidden behind it.

I actually think this is the honest version of a ranking. Every "chart" you've ever read is shaped by spend somewhere — ad budgets, launch pushes, ASO agencies — you just don't get to see which rows. A board that shows real visits, shows the paid lifts as labels, and lets you read both at once is telling you more, not less. Once you know a given app's traffic is genuine and the sponsored rows are marked, you can read the list with your eyes open.

3. Where indie traffic actually clusters

By category, live demand isn't spread evenly. Finance and Education tend to field the most indie apps competing for attention, with Food & Drink close behind and drawing especially strong total traffic. However you slice it — by the number of apps in the race or by the visits they pull — these are the categories where indie demand tends to concentrate. Budget trackers, expense managers, flashcard and vocabulary tools, recipe planners — that's where a disproportionate share of real indie visits land.

If you're deciding what to build, that's a signal worth more than a category's chart saturation. Download charts in Finance are a wall of incumbents you'll never outspend. Real-traffic demand in the same category is being met by tiny apps — a workout tracker here, an AI money manager there — that a chart would never let you see next to the giants.

4. Intent shows up in the outbound taps, not the visit count

The last thing I looked at was how often a page visit turned into a tap through to the store. Some apps convert almost every visitor into an outbound tap; others draw traffic that browses and leaves. That ratio, not the raw visit number, is the closest thing to a "does this resonate" meter I found. An app with modest traffic but near-total tap-through is telling you the positioning is landing — which is exactly the feedback a download chart can never give you, because by the time an install registers, you've already lost the signal of everyone who looked and passed.

What I took away

Ranking by real traffic instead of installs doesn't flatter anyone. The numbers are small, the median is honest, and it makes clear that placement is a mix of real demand and labeled support rather than a pure meritocracy. But that's the point. As an indie maker, I'd rather build against a few dozen real visits I can see than a lifetime install count that stopped meaning anything the day after launch.

If you've been steering by chart position, try steering by who's actually getting looked at this week instead. The picture is smaller, but it's real — and real is the only thing you can build on.