---
title: "How to Automate Amazon PPC Reporting Without Losing Control"
serpTitle: "How to Automate Amazon PPC Reporting Without Losing Control"
description: "Automate Amazon PPC reporting to save hours each week. Learn how to combine ad data, build custom templates, and schedule reliable, automated client reports."
date: "2026-08-10"
lastmod: "2026-08-11 05:53:46 +0000 UTC"
author: "Lakshmi Padmanaban"
authorTitle: "Content Marketer"
authorCompany: "Optmyzr"
url: "https://www.optmyzr.com/blog/automate-amazon-ppc-reporting/"
categories:
  - "Amazon Ads"
  - "Strategy"
featured_image: "/forestry/how-to-automate-amazon-ppc-reporting-without-losing-control.png"
---

# How to Automate Amazon PPC Reporting Without Losing Control

> Automate Amazon PPC reporting to save hours each week. Learn how to combine ad data, build custom templates, and schedule reliable, automated client reports.

**Author:** Lakshmi Padmanaban | **Published:** August 10, 2026

**Categories:** Amazon Ads, Strategy

---

Amazon just admitted something a lot of PPC managers already knew. In June 2026, Amazon Ads rolled out <a href="https://advertising.amazon.com/resources/whats-new/streamline-campaign-analysis-with-unified-reporting" target="_blank" rel="nofollow noopener">unified reporting</a> across its ad console, and the whole point was speed. Amazon says the new system cuts report build time “from hours down to minutes”. That's a big admission from a platform that used to expect advertisers to stitch together separate Sponsored Ads and DSP reports by hand.

But speed alone doesn't fix your reporting. Even if you build a report faster, you still have to remember to open it, format it, and send it out on time. The real fix is reporting that runs on its own schedule, lands where your team already looks, and only asks for your attention when something genuinely needs it.

In this blog, you'll learn how to build a report once and stop touching it, while still catching the moments that actually need your intervention.

---

## Why manual Amazon reporting eats more time than it should

If you run PPC for a small team, you know the rhythm. You pull the data, drop it into a sheet, clean it up, write a summary, and send it. Then you do it again for every account and every reporting cycle.

When your small team manages seven figures in ad spend, you can't afford to lose hours every week formatting numbers that a machine could handle. You should spend those hours finding your next optimization instead of building reports.

One Optmyzr agency customer, <a href="https://www.optmyzr.com/case-studies/metrik-marketing/" target="_blank" rel="noopener">Metrik Marketing</a>, solved exactly this problem. Their team used to download data into Excel and run SQL queries just to put together client reports. Once they moved that work into scheduled, AI-summarized reports, they found that those automated summaries were what kept their clients genuinely happy, not just the raw numbers.

---

## The part manual reporting usually misses: Amazon's data isn't finished cooking

Here's where it gets more interesting than just automating it. Amazon Ads data isn't fully settled the moment it appears in a report. Amazon's reporting API doesn't return data for the current day at all, and attribution keeps updating for a period after a click or a sale happens. The <a href="https://help.optmyzr.com/en/articles/4004355-amazon-ads-faqs-troubleshooting" target="_blank" rel="noopener">discrepancies</a> between Optmyzr and the Amazon Ads interface usually under 5%, come from this late attribution and typically resolve once updated reports are pulled from the API.

We ran a <a href="https://www.optmyzr.com/blog/amazon-ads-reporting-data-delay-study/" target="_blank" rel="noopener">study across 14,991 Amazon Ads campaigns</a> and found that in the top 5% of campaigns, attributed sales figures moved by at least 18.75% between day one and day seventeen. Impression counts shifted by more than 36%. Roughly one in every twenty campaigns had a discrepancy big enough to change your budget or bidding decisions entirely.

Think about what that means for a scheduled report. A report built around a recent, short date range can easily include days that Amazon hasn't finished attributing yet. And a report pulled right at the start of a new month can make the tail end of the prior month look worse than it really was, simply because Amazon hasn't caught up.

### Our suggestion: build in a settling period

Instead of scheduling your monthly report for the first day of the month, you should build in a short settling period. This gives your numbers time to finish attributing before anyone reads them.

You can use <a href="https://help.optmyzr.com/en/articles/3117357-report-scheduler-user-guide" target="_blank" rel="noopener">Optmyzr's reporting tools</a> to do this easily. Just pick a later date for monthly delivery and let the tool automatically skip weekends. You should treat that buffer as your starting default and then adjust it as you learn how fast each account settles.

---

## What Amazon's new unified reporting gets right, and where it stops

You should give Amazon credit where it's due. <a href="https://advertising.amazon.com/resources/whats-new/streamline-campaign-analysis-with-unified-reporting" target="_blank" rel="nofollow noopener">Unified reporting</a> is a real upgrade.

Instead of juggling separate Sponsored Ads and Amazon DSP reports, you can now build one report across all your ad products, accounts, and countries. You can access up to fifteen months of daily data or six years of monthly data. Amazon is sunsetting the old tools by December 31, 2026, so you'll be using this new system soon anyway.

For a team that only runs Amazon Ads, this genuinely helps. But most PPC managers aren't running Amazon in isolation. They're also managing Google Ads, Microsoft Ads, or Meta campaigns for the same client, and leadership doesn't want several separate files to compare against each other by hand.

Amazon's unified reporting is still, by design, limited to Amazon's own ad products. It builds a faster report. It doesn't send that report anywhere on its own, and it doesn't know when to hold a report back because the numbers still look unsettled.

That's the part worth automating differently.

---

## How to automate PPC reporting with Optmyzr

Optmyzr's <a href="https://help.optmyzr.com/en/articles/3117357-report-scheduler-user-guide" target="_blank" rel="noopener">Report Scheduler</a> was built to kill exactly that problem: reports that need a human to hit send every time.

### Step 1: Build your report

With Optmyzr, you can build a report layout once, using a pre-built template or a custom one, and reuse it across any Amazon account connected to Optmyzr.

Here are the pre-built options:

<p><img width="279" height="499" 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" /></p>

Or create a custom report quickly with AI. You can either choose from the pre-built prompts or explain the kind of report you want to build and have our AI build it out for you.

<p><img width="427" height="295" 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" /></p>

There's no need to rebuild a report from scratch for every client; only the account it points to changes.

### Step 2: Customize your report with data from other platforms

You can also combine Amazon with whatever else the team manages. Optmyzr's reports can pull Google Ads, Microsoft Ads, Meta and LinkedIn Ads, and GA4 into the same report as Amazon Ads. And this is how the report can look like.

<p><img width="758" height="892" src="/forestry/report-gif.gif" /></p>

You can choose to edit and customize the report to include or exclude certain sections that have information on keywords, placements, text ad performance, region-wise cost, search terms, performance analysis by device and networks, etc. You can also customize with your branding and white-label the report.

### Step 3: Automate your delivery and messaging

You can also schedule delivery on the team's terms. Reports can run daily, weekly, monthly, or on a custom schedule, and weekends can be skipped so nothing lands in an inbox when nobody's checking it. For Amazon specifically, building in the short settling period described above helps make sure the prior period's data has had time to finish updating before anyone sees it.

You can send out as PDF attachments, as a link to a live dashboard, or straight into Slack. For a team that lives in Slack, connecting it once through Optmyzr's Slack integration means reports show up there automatically at the scheduled time.

And Optmyzr can draft the email body around the report using its built-in AI assistant, so nobody is typing the same kind of update from scratch on every cycle. You can review the draft before it goes out.

None of this replaces judgment. It removes the part of the job that never needed a person in the first place, opening a tool, exporting a file, and writing the same sentence structure into an email cycle after cycle.

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## A practical reporting setup for a one- to three-person Amazon team

For a small team managing Amazon Ads, a reasonable starting structure looks like this.

* Build one client-facing report template with the core widgets that matter: key performance indicators, a performance summary, and a trend view broken out by time period.
* Schedule the monthly version with a short settling period built in, rather than sending it the moment a new month starts.
* Route the scheduled report to email for the client and to Slack for the internal team, so everyone sees the same numbers without anything being forwarded by hand.

That's the whole system. Once it's built, it runs on its own. The only job left is reading what it sends and deciding what to do about it, which is the part of PPC that actually needed a person in the first place.

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## FAQs

**Can Optmyzr schedule Amazon PPC reports automatically?**

Yes, you can schedule reporting using Optmyzr's Report Scheduler. It lets you send Amazon Ads reports—along with data from Google Ads, Microsoft Ads, and other platforms—on whatever schedule works for you. You can choose daily, weekly, or monthly delivery, and have it sent right to your email, a shareable link, or even straight to Slack.

**Why does my Amazon Ads report look different if I run it again a few days later?**

That’s because Amazon's reporting data isn't set in stone immediately. Since attribution continues to update for days after a click or purchase, the numbers can shift slightly.

<a href="https://www.optmyzr.com/blog/amazon-ads-reporting-data-delay-study/" target="_blank" rel="noopener">Optmyzr's research</a> found that in a significant number of accounts, this delay is enough to skew your data, which could lead to poor budget decisions if you react too quickly.

If you can, always build in a short settling period before finalizing your reports.

**How accurate is Amazon Ads reporting data compared to what shows in Optmyzr?**

You’ll find that discrepancies between Optmyzr and the Amazon Ads interface are usually <a href="https://help.optmyzr.com/en/articles/4004355-amazon-ads-faqs-troubleshooting" target="_blank" rel="noopener">under 5%</a>. These small differences are almost always due to that late attribution we mentioned, and they typically resolve themselves once we pull the updated data from Amazon's API.

**What metrics should an Amazon PPC report include?**

You should focus on the metrics that actually impact your goals. Most teams find it helpful to build their reports around Return on Advertising Spend (ROAS), Advertising Cost of Sales (ACOS), Cost Per Click (CPC), and Click Through Rate (CTR).

If you can, add in broader summaries and trend views for spend, sales, and impressions so you can see how performance is trending over time.

**Can I combine Amazon Ads data with Google Ads or Meta in one report?**

Yes, you absolutely can. Optmyzr’s reporting tools are designed to pull in data from Google Ads, Microsoft Ads, Amazon Ads, Meta, LinkedIn Ads, and even Google Analytics. This means you can keep all your platform performance in a single report instead of juggling several different files.

**Does Amazon's new unified reporting replace the need for a tool like Optmyzr?**

Not if you’re managing more than just Amazon. While Amazon's unified reporting is great for building reports faster within their own console, it stops there. It won't combine data from other ad platforms, and it can't handle automated delivery to email or Slack.

If you need a comprehensive view across all your channels, you’ll still need a dedicated reporting tool.

**What campaign types can Amazon PPC reports include?**

You can include all the major Amazon ad types. Optmyzr's reporting currently covers Sponsored Products, Sponsored Brands, Sponsored Display, and Sponsored Brand Video campaigns.

**Why is data missing for the last three days in my Amazon Ads report?**

Amazon's reporting API simply <a href="https://www.optmyzr.com/blog/amazon-ads-reporting-delays/" target="_blank" rel="noopener">doesn't return data for the current day</a>, so any report you pull today will always be missing today's numbers. On top of that, <a href="https://help.optmyzr.com/en/articles/4004355-amazon-ads-faqs-troubleshooting" target="_blank" rel="noopener">Amazon </a>runs an ongoing validation process that checks for bot traffic and accidental double clicks, and that process can keep adjusting click and impression counts for up to three days after the original date.

**Can a returned or canceled order change my Amazon Ads numbers after I've already pulled a report?**

Yes, Amazon restates conversion data at 1, 7, and 28 days after the original conversion, which is Amazon's way of saying it keeps correcting the numbers as returns and cancellations come in.

Most canceled orders get removed within <a href="https://advertising.amazon.com/help/GX7KDKHMWQYMJ385" target="_blank" rel="nofollow noopener">72 hours</a> through what Amazon calls its restatement process, but returns can take longer to work their way through. So if you pull a report before that 28-day window closes, you might be looking at ACoS calculated against sales figures that haven't finished settling and could still shrink.

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*Source: [How to Automate Amazon PPC Reporting Without Losing Control](https://www.optmyzr.com/blog/automate-amazon-ppc-reporting/)*
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