---
title: "Why Manual Amazon PPC Monitoring Stops Working After You Scale (And What to Do Instead)"
serpTitle: "Why Manual Amazon PPC Monitoring Stops Working at Scale"
description: "Manual checks don't scale with your account count. See why coverage breaks down as you grow, and how Amazon PPC alerts plus Rule Engine fix it."
date: "2026-09-14"
lastmod: "2026-09-16 11:14:06 +0000 UTC"
author: "Ronia"
authorTitle: "Content Strategist"
authorCompany: "Optmyzr"
url: "https://www.optmyzr.com/blog/why-manual-amazon-ppc-monitoring-stops-working-at-scale/"
categories:
  - "Amazon Ads"
  - "Strategy"
featured_image: "/forestry/why-manual-amazon-ppc-monitoring-stops-working-at-scale.png"
---

# Why Manual Amazon PPC Monitoring Stops Working After You Scale (And What to Do Instead)

> Manual checks don't scale with your account count. See why coverage breaks down as you grow, and how Amazon PPC alerts plus Rule Engine fix it.

**Author:** Ronia | **Published:** September 14, 2026

**Categories:** Amazon Ads, Strategy

---

Five Amazon accounts is manageable. Open each one, scan ACoS and spend, close it, move on. Fifteen, maybe twenty minutes.

Add a sixth account and the routine barely changes. It just takes longer.

Then you reach 25 accounts. You run the same morning scan, and a client asks why their spend jumped 40% four days ago.

You weren't slacking off four days ago. You were doing exactly what you always do. The problem is that the routine stopped being enough somewhere along the way.

As you scale, manual checks don't necessarily get worse. They get thinner. Each account gets a smaller slice of your attention, and whatever you miss today runs blind until tomorrow. Amazon won't flag every problem for you. A spreadsheet will happily remain accurate about data that's already stale.

---

## Why daily Amazon PPC checks stop working at scale

A daily check is a sample, not continuous coverage.

With five accounts, one check per day gives you a decent view of each account's activity, usually with only a few hours of lag. If something breaks at 9am, there's a good chance you'll catch it that afternoon.

With 25 accounts, the frequency per account hasn't improved. You've spread the same routine across five times as many accounts.

Now a problem that starts Monday might not get real attention until Thursday because four other issues reached the front of the queue first.

Take a hypothetical keyword whose cost per click rises from $0.80 to $1.25 while conversion rate stays steady. Its ACoS climbs from roughly 20% to 31% over four days before anyone opens that account again.

With five accounts, four days of drift is unlikely. With 25, it can become routine.

The arithmetic has beaten your attention span.

---

## Amazon's own data is too slow to watch in real time

Amazon's own reporting has a built-in lag, so even someone glued to the dashboard all day is looking at numbers that haven't fully settled yet.

The honest version of monitoring for Amazon right now is threshold-based: you decide what "too high" or "too low" looks like for a given metric, and you get told the moment an account crosses that line.

> **Read More**: <a href="https://www.optmyzr.com/blog/why-amazon-spend-goes-off-track-before-you-notice/" target="_blank" rel="noopener">Why Amazon Spend Goes Off-Track Before You Notice (And How to Catch It Early)</a>

---

## Agencies feel this failure first

Everything that we’ve talked about so far compounds for agencies. You're not just watching more accounts, you're switching contexts between them, and every switch costs a few minutes of remembering what "normal" looks like for that specific client.

Picture an agency coordinator managing 30 client accounts, a composite rather than a specific client. She runs her morning check, flags two issues in Slack, and moves on to campaign work. A third account has a budget cap that's been maxing out since 6 a.m., quietly capping sales for six hours before anyone notices, because it wasn't one of the two accounts flagged that morning and nobody was specifically looking for it.

There's also no record of who looked at what, or when, across those 30 accounts. If a client asks "did anyone check this account yesterday," the honest answer is often a shrug. That's true whether the person checking is disciplined or not. It isn't a discipline problem. It's a coverage problem.

That doesn't mean every account needs identical alert thresholds.

A $500-a-day account and a $50,000-a-day account shouldn't trigger the same alert at the same dollar amount, and getting that calibration right is a real, one-time setup cost. But calibrating thresholds is a different problem than not having any thresholds at all.

---

## How to replace manual checking with continuous coverage

The fix isn't checking faster. It's not needing to check at all for the things that are actually fine.

That comes down to two pieces working together.

First, account- and campaign-level alerts on the metrics that actually matter for Amazon: average CPC, clicks, ROAS, ACoS, conversion value per click, conversion value per cost, conversions, conversion value, cost, CTR, impressions, and monthly budget, plus Seller Central metrics like TACoS, total sales, total orders, and average order value.

You set the thresholds once, per account, and see <a href="https://help.optmyzr.com/en/articles/5595527-account-alerts-alerts-for-amazon-ads" target="_blank" rel="noopener">which metrics you can set account and campaign alerts on</a> to confirm exactly what's covered before you rely on it.

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" /></p>

Second, <a href="https://www.optmyzr.com/solutions/rule-engine/" target="_blank" rel="noopener">Rule Engine</a> takes repetitive responses off the team's plate. Instead of finding the same problem every morning and making the same adjustment manually, you define the condition and the action once.

For example, a rule could look for targets where cost exceeds a threshold but conversions remain at zero, then apply the action you've specified.

<p><img width="624" height="349" 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" /></p>

Amazon rules can work across Sponsored Products, Sponsored Brands, and Sponsored Display, with scopes ranging from campaigns and ad groups down to search terms, targets, and ASINs. Account-level rules can also use Seller Central data alongside ad performance. If you want to see how those pieces fit together, the <a href="https://help.optmyzr.com/en/articles/3226160-rule-engine-for-amazon-ads" target="_blank" rel="noopener"><u>Rule Engine for Amazon Ads guide</u></a> walks through the setup.

One detail worth knowing: Amazon attributes Orders, Units, and Sales to the date of the ad interaction, and those conversions can take a few hours to appear. A rule that acts on the freshest data may therefore act on an incomplete number.

Rule Engine handles this with date offsets. You could evaluate “Last 7 days offset by 2 days,” for example, so the rule ignores the newest data and works from a more settled window. It's the same reporting lag discussed earlier in this article, except now it matters because a rule may act on the data rather than simply show it to you.

You can put guardrails around those actions too. For bid changes, for example, you can set minimum and maximum bids so the rule can't push a bid outside the range you've approved. Once the strategy is configured, Amazon Ads Rule Engine automation can run on a schedule.

For agencies, the same idea becomes more useful across a portfolio.[](https://www.optmyzr.com/solutions/amazon-ppc-tools-for-agencies/)You can apply Rule Engine strategies across client accounts rather than requiring teams to rebuild the same process account by account.

Alerts can reach the team through Slack, Microsoft Teams, or email, so problems show up where people already work. If you also need the portfolio-level dashboard, <a href="https://www.optmyzr.com/blog/manage-multiple-amazon-ppc-accounts/" target="_blank" rel="noopener"><u>the walkthrough for monitoring multiple Amazon PPC accounts</u></a> covers that separately. Here, the important part is what happens underneath the dashboard: defined thresholds surface the problem, and defined rules handle the responses you've chosen to automate.

You still decide what deserves attention, what conditions a rule should use, and what action it can take. Automation removes the repeated checking and execution; it doesn't remove your judgment.

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## Set up your monitoring around what actually needs attention

Ultimately, the goal of monitoring is to make sure you’re not repeatedly checking accounts that are fine so you can spend that time going through the ones that aren’t.

You can set up rules and alerts to watch your account around the clock so you don't have to, using the thresholds, conditions, and actions that you configure.

If you’re ready to catch account issues earlier, <a href="https://tools.optmyzr.com/info/amazon_signup" target="_blank" rel="noopener">sign up</a> for Optmyzr’s free 14-day trial and <a href="https://www.optmyzr.com/solutions/amazon-ppc-monitoring-alerts/" target="_blank" rel="noopener"><u>set up centralized Amazon PPC monitoring and alerts</u></a> to see how it works across your accounts.

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*Source: [Why Manual Amazon PPC Monitoring Stops Working After You Scale (And What to Do Instead)](https://www.optmyzr.com/blog/why-manual-amazon-ppc-monitoring-stops-working-at-scale/)*
*© Optmyzr. All rights reserved.*