Data without direction is just noise. If you've ever stared at App Store Connect and a handful of social dashboards simultaneously, feeling like you should be learning something but walking away more confused than when you started — this post is for you.
Let's break down which numbers deserve your attention, which ones don't, and how to connect your social promotion efforts to actual app growth.
The Two Worlds of App Analytics
When you're promoting an iOS app, you're operating in two separate data ecosystems:
- App Store Connect — what happens after someone discovers your app
- Social media platforms — what drives people there in the first place
Most app creators treat these as separate problems. They check one, then the other, and never connect the dots. The goal is to use both together to build a feedback loop: your social content drives traffic, and App Store Connect tells you whether that traffic converts.
What to Track in App Store Connect
Impressions vs. Product Page Views Impressions count how many times your app icon appeared in search results or browse. Product Page Views count how many people actually tapped into your listing. The gap between these two numbers tells you whether your icon and subtitle are compelling enough to earn a click. A huge impression count with low page views? Your icon or subtitle needs work.
Conversion Rate (Page Views → Downloads) This is the single most important metric in App Store Connect. It tells you whether your screenshots, description, and ratings are convincing people to download once they arrive. If you're driving a lot of social traffic but your conversion rate is low, no amount of posting will fix it. Fix the page first.
Source Attribution (Referrer) App Store Connect breaks down where your downloads come from — App Store search, App Store browse, web referrals, and direct links. When you run a social campaign, watch the web referrer data. It won't give you platform-level granularity, but it tells you when external promotion is meaningfully driving downloads versus when you're mostly picking up organic search traffic.
Retention and Sessions (if you have a free app) Downloads are a vanity metric if no one opens the app twice. Check your Day 1 and Day 7 retention data. If new users from a social spike aren't sticking around, they might be the wrong audience — meaning your content is reaching people who don't actually need your app.
What to Track on Social Media
Link Clicks and Swipe-Ups (not Likes) Likes feel good. They do not download your app. For promotion purposes, the only social metric that connects to revenue is traffic sent to your App Store page or landing page. Track link clicks above everything else. Most platforms surface this in their native analytics — use it.
Saves and Shares (not Impressions) Impressions and reach are top-of-funnel vanity metrics. A post that gets saved or shared is a post that someone found genuinely useful or interesting enough to want again later. Saves, in particular, are a strong signal on Instagram and Pinterest that your content has lasting value.
Follower Growth Rate During Campaigns A spike in followers during a specific content push tells you that content resonated beyond your existing audience. Combine this with link click data and you get a clearer picture of what content both grows your audience and drives download intent.
Per-Platform Performance Not every platform performs equally for every app. A productivity app might see strong LinkedIn engagement but weak TikTok traction. A game might be the opposite. Once you're posting consistently across platforms — which tools like MakePost make less painful by letting you publish once across all nine major platforms — you can see where your actual audience lives based on which platform drives real link clicks and downloads.
What to Ignore
- Follower counts as success metrics. A small, engaged audience beats a large passive one every time.
- Vanity engagement (likes, views) on posts with no CTA. Not all content needs to drive downloads, but if you're trying to measure promotion effectiveness, isolate posts that have a clear call to action.
- Daily download spikes without context. One big day doesn't tell you much. Look at trends over weeks and compare against what you were posting or changing.
- Competitor data you can't verify. There are tools that claim to show competitor download estimates. Treat these as rough directional signals, not ground truth.
Building the Loop
Here's the practical workflow: run a content push on social, note the dates, then check App Store Connect referrer data and download counts for those same dates. Over time, patterns emerge. Certain content types, certain platforms, certain posting cadences will correlate with download lifts. That's your signal to double down.
MakePost's per-app analytics view helps with this by keeping your social performance data organized around each individual app — so if you're managing more than one app, you're not mixing signals between them.
The Honest Truth
Analytics won't tell you what to create. They'll tell you what worked after you tried it. The app creators who improve fastest are the ones who post consistently enough to generate meaningful data, then actually review it and adjust. Most people skip the review step entirely.
Start small: pick one metric from App Store Connect and one from social. Track them weekly. Let the pattern tell you where to focus.
If you're not already using a consistent posting schedule across platforms, that's the first thing to fix — because you can't optimize data you're not generating. MakePost can help you get that consistency without doubling your workload.