Growth marketer operator · San Jose, CA | ZuAI: 10K → 2M users at $0.02 CAC | $300k/mo ad spend managed
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Growth automations

The first 5 automations a founder should build

five workflows in payback order: daily metrics digest, ad alerts, content publishing, review monitoring, weekly reports. with honest build times.

last updated 30 August 2026

build them in this order: a daily metrics digest, ad performance alerts, a content publishing pipeline, review and mention monitoring, and weekly report assembly. the order is payback order, not difficulty order. each one replaces a specific recurring hour, and the first two replace the hours that cost the most when they get skipped.

1. The daily metrics digest

one message every morning with yesterday’s spend, installs and blended CAC replaces the ritual of opening three dashboards before coffee. that ritual is the first thing to slip on a busy day, and the day it slips is usually the day something broke.

the n8n shape: a schedule trigger fires early, pulls yesterday’s spend from each ad platform’s reporting API, pulls installs from the store consoles or your analytics, divides one by the other, and a Claude step turns the numbers into three plain sentences delivered to Slack or Telegram. the version running behind my own reporting is written up in the ad spend report that writes itself, and the shape holds whether you spend $3k a month or manage $300k a month across accounts. the checking hour is the same size either way.

honest build time: a weekend the first time. most of it goes to ad platform auth, not logic.

2. Ad performance alerts

an alert that fires the moment a creative crosses your kill rule replaces watching for that moment yourself. the expensive failure this prevents is not the mid-day dashboard anxiety, it is finding a burning creative three days late because nobody looked on thursday.

the n8n shape: the same scheduled pull as the digest, then a comparison of every active creative against the pass or fail thresholds you set before the test started, then a message only when something crossed. silence means nothing crossed, which is the point. an alert channel that talks all day trains you to ignore it.

honest build time: an afternoon, if the digest already exists. it reuses the same connections and adds a comparison step.

3. The content publishing pipeline

scheduled content that posts itself replaces the job of remembering to publish. a content calendar run by hand means a person flipping posts live on the right day, which is exactly the task that gets forgotten in a week where anything else is on fire.

the n8n shape: a calendar that lives somewhere structured, a sheet or a git repo, a scheduled check for anything whose date has arrived but has not shipped, then the publish itself through a platform API or a git push, then a log line so you can see what went out. this site is the running example. its scheduled posts go live with no one at the keyboard, and the whole pattern is in how this site runs itself.

honest build time: a weekend for a git-based version like mine, an evening if you publish through a scheduling tool’s API.

4. Review and mention monitoring

every app review and brand mention flowing into one inbox replaces checking five places badly. the manual version is sporadic searches of the App Store, Google Play and social, and the cost of the manual version is a one-star review that sits unanswered for a week because nobody happened to look.

the n8n shape: scheduled pulls from the store review feeds, RSS or search for brand mentions, a filter that keeps only what is new since the last run, and everything posted to a single channel with a link back to reply at the source. the workflow gathers. the reply stays yours.

honest build time: an evening or two. the store review feeds are the easy part, mention coverage is never complete on day one and grows as you add sources.

5. Weekly report assembly

a weekly report that assembles itself replaces the friday hour of copying numbers into a doc nobody enjoys writing. whether the reader is an investor, a cofounder or just you next quarter, the report only has value if it actually ships every week, and hand-built reports stop shipping the first busy month.

the n8n shape: aggregate the week’s digest rows, hand the totals and the flagged events to a Claude step that drafts the narrative, what moved, what got killed, what is in test next week, then deliver it wherever the reader already reads. review before it sends if anyone outside the company sees it.

honest build time: an afternoon, because it is built on top of the digest’s data. build it last for exactly that reason.

Why this order holds

the digest comes first because three of the other four reuse its plumbing. alerts are the digest plus thresholds, the weekly report is the digest summed over seven days, and by the time you build them you have already survived every API’s auth flow once. publishing and monitoring stand alone, so slot them wherever the pain is loudest. what never goes on this list is anything that writes to strangers on your behalf.

the wider method, including where automation stops entirely, is in the n8n + Claude automation playbook. the breakdown call is free. Let’s talk Growth.

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