Live store data for scripts, agents, and weekly ASO loops

The best ASO teams do not stare at a dashboard all day. They run a rhythm: ship a change, measure what moved, decide the next change. Live store data is the sensor pack for that rhythm — especially when it shows up inside the tools you already use.

A weekly loop that stays honest

• Monday — measure. Pull ranks for your tracked keywords, top SERPs for two or three head terms, and any featuring you care about.
• Tuesday — interpret. What moved after last week’s metadata or creative ship? What did a competitor change?
• Wednesday — decide. One primary experiment for the week. Not twelve.
• Ship, then wait. Stores need time. Checking hourly usually just creates anxiety.

Scripts before ceremony

If your “ASO stack” is already a Notion doc, a Google Sheet, and a Slack channel, you do not need another login. You need JSON: current rank, current SERP, current popularity. A 40-line script that posts a Monday digest into Slack often beats a suite you open twice a month.

Agents as junior ASO help

Coding agents are increasingly the ones asking “what ranks for habit tracker in the US?” Knockplum’s MCP surface exists so those agents can use the same live endpoints and the same credit wallet as your backend — without inventing a second integration.

What “good data” feels like in practice

You want freshness (live for today), coverage (iOS and Play), and clarity (store facts labeled exact, estimates labeled modeled). That last part is not philosophy — it stops a teammate from treating a download estimate like App Store Connect revenue.

Knockplum is the API shaped for that habit: credits you control, both stores, featuring included, docs with real request and error examples. When you are ready, the pre-order founding pack locks early pricing; the docs show exactly what you will call.