---
title: "How to Pause Amazon Ads Automatically When Inventory Runs Low"
serpTitle: "How to Pause Amazon Ads Automatically When Inventory Runs Low"
description: "Sponsored Brands and DSP won't stop spending on out-of-stock ASINs. Here's how to build an automatic pause-and-reactivate rule in Optmyzr's Rule Engine."
date: "2026-08-24"
lastmod: "2026-08-24 12:17:36 +0000 UTC"
author: "Lakshmi Padmanaban"
authorTitle: "Content Marketer"
authorCompany: "Optmyzr"
url: "https://www.optmyzr.com/blog/pause-amazon-ads-automatically-low-inventory/"
categories:
  - "Amazon Ads"
  - "Strategy"
featured_image: "/forestry/how-to-pause-amazon-ads-automatically-when-inventory-runs-low.png"
---

# How to Pause Amazon Ads Automatically When Inventory Runs Low

> Sponsored Brands and DSP won't stop spending on out-of-stock ASINs. Here's how to build an automatic pause-and-reactivate rule in Optmyzr's Rule Engine.

**Author:** Lakshmi Padmanaban | **Published:** August 24, 2026

**Categories:** Amazon Ads, Strategy

---

Amazon does not save you from your own out-of-stock inventory. Not always, and not in the way most sellers assume.

Whether your ad spend keeps flowing to a dead product depends entirely on which ad type is running it, and that single distinction is the reason this problem keeps resurfacing on Amazon seller forums, in PPC agency Slack channels, and in the invoices sellers only check after the damage is already done.

---

## Amazon only auto-pauses some of your ad types

The natural response here is "doesn't Amazon just handle this automatically?" Not completely.

* **Sponsored Products and Sponsored Display do pause on their own.**

When the ASIN goes out of stock, it stops being the Featured Offer, so it's no longer eligible to advertise. Amazon says as much in its own <a href="https://advertising.amazon.com/library/guides/display-ads-purchases-remarketing#1b" target="_blank" rel="nofollow noopener">advertiser guide</a> that "your ads will automatically stop serving if your product is no longer available to purchase".

* **Sponsored Brands doesn't work that way.**

A Sponsored Brands ad usually promotes a handful of ASINs together under one headline, not a single product.

Sellers have described this exact pattern on Amazon's own forums: as long as one featured ASIN is still in stock, the whole campaign keeps running. The dead product just disappears from the rotation but the budget stays exactly where it was.

* **Amazon DSP doesn't get this protection at all.**

There's no built-in stock-based pause tied to inventory, which is why a whole category of third-party DSP tools exists just to plug that hole.

---

## A stockout costs more than the wasted click, and it compounds

The wasted click spend is the smallest, most visible part of the problem. Every click on a product nobody can buy is money spent with a zero percent chance of converting. But that is the shallow end of the damage.

What happens after is worse. Your ACoS climbs because sales fell off a cliff while spend kept going. Your Best Seller Rank slides because it runs on recent sales velocity, and a stockout is a stretch of zero velocity.

Restocking the shelf doesn't restock either number. Both metrics need fresh sales history to recover, so a five-day stockout doesn't get paid off the moment the truck arrives. It gets paid off slowly, over however long it takes to rebuild that history.

Amazon's own systems have failed this way too. <a href="https://www.bloomberg.com/news/articles/2024-03-14/amazon-says-it-sold-ads-for-products-shoppers-couldn-t-buy" target="_blank" rel="nofollow noopener">Bloomberg </a>reported that Amazon kept charging a seller named Rob Robinson for ads in California months after he'd stopped selling there. Shoppers kept seeing the ads. They couldn't order anything. And Robinson said the misdirected spend left him at zero profit for three straight months, and Amazon denied there was a problem until Bloomberg started asking questions. The company eventually apologized and offered him $15,000 against the $300,000 he says he lost.

That specific case was a geography issue, not a stock issue, but the failure underneath it is the same one this whole article is about: an ad system that keeps spending on something the shopper can't actually buy.

---

## Why manual checking fails at any scale

One brand with a modest catalog can get away with checking stock manually, barely, and only if someone remembers to do it every day. An agency running dozens of Amazon accounts across catalog heavy clients can't. A mid-size portfolio can easily span more ASINs than one person could track across even a handful of accounts, and checking every single one against live ad status daily isn't a task that belongs on a human's plate to begin with.

This is also where the problem widens beyond a single stockout event. <a href="https://www.optmyzr.com/blog/how-non-converting-asins-drain-amazon-spend/" target="_blank" rel="noopener">Non-converting ASINs quietly drain Amazon spend</a> in more ways than just going out of stock entirely, and an out-of-stock ASIN is really just the most extreme version of a non-converting ASIN.

---

## How to pause Amazon ads automatically when inventory runs low in Optmyzr

Optmyzr's Rule Engine handles this with two rules working as a pair. You can scope them to Campaign or Ad, whichever blast radius makes sense for you, but one thing's fixed either way: the Product Listing / ASIN data source Amazon gives you is reporting-only. It can flag a low-stock ASIN, but it can't pause anything by itself. That's why you still need a Campaign- or Ad-scope rule to take the actual action.

There are two ways to feed Rule Engine your inventory data. Use whichever matches what you already have.

### Option 1: Connect a Google Sheet with Key Value Pairs

This is the most common setup and works with data you already have from Seller Central.

{{< youtube id="ffuh59pnkXE" title=" How To Pause/Re-enable Ads Based on Inventory Levels" >}}

&nbsp;

1. **Pull your FBA inventory report from Seller Central.** In Seller Central, go to Reports &gt; Fulfillment, request the report, and download it.
2. **Build a simplified Google Sheet from it.** Keep only what you need: your product identifier (ASIN or SKU) and a days-of-supply column. Delete everything else.
3. **Rename your identifier column to "Key."** Rule Engine's<a href="https://help.optmyzr.com/en/articles/5729704-key-value-pairs-in-rule-engine" target="_blank" rel="noopener"> Key Value Pairs</a> feature matches a "Key" (your ASIN) to a "Value" (its days of supply) so the rule always knows current stock status for that product. This exact column name is what lets Optmyzr connect the sheet to your account data.
4. **Share the sheet** so Optmyzr can read it, and connect it to a new Rule Engine strategy as an external data source.
5. **Use days-of-supply, not Total Days of Supply.** Amazon's report includes a "Total Days of Supply" column that factors in open shipments, units that aren't sellable yet. Using that column instead of straight days-of-supply will make your rule act on inventory you don't actually have on hand yet.

### Option 2: Use the Product Listing scope

If you want live data without maintaining a spreadsheet, Rule Engine's Product Listing scope pulls Seller Central data (inventory, Buy Box %, traffic, returns) directly into your strategy. It updates automatically with your account, so there's no export or upload step to repeat.

One constraint here is that the Product Listing scope only reports. It cannot pause or enable anything by itself. It works on Seller Central product data, not ad account entities, so it can flag a condition but can't act on a campaign. You still need a Campaign-scope rule to take the actual pause action, which is exactly what the two-rule structure below is for.

### Building the two rules

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" /></p>

Whichever data source you use, the strategy is the same: one rule detects the problem, a second rule acts on it, and a third reverses the action once stock is back.

**Rule 1: Pause ads when inventory is low**

* Scope: Campaign (or Ad, if you want more granular control per ad rather than pausing the whole campaign)
* Condition: Days of Supply (via your Key) is less than or equal to your chosen threshold (a common starting point is 14 days) AND the ad or campaign is currently enabled
* Action: Pause

**Rule 2: Reactivate ads when inventory recovers**

* Scope: same as Rule 1
* Condition: Days of Supply is above your threshold AND the ad or campaign is currently paused AND the ad or campaign ID exists in your inventory data (this last condition matters: it keeps the rule from reactivating something you paused for an unrelated reason)
* Action: Enable

And you can set your run frequency and turn the strategy on.

If you manage this across multiple accounts, you can convert the strategy into a Global Strategy from the strategy page, which makes it available across every account you manage without rebuilding it each time. You can also duplicate an existing strategy instead of starting from scratch.

---

## The real fix is removing the blind spot, not checking more often

Checking more often is not a strategy. It is a symptom of not having one.

What the automation actually removes is the part that never should have required a person in the first place: applying that decision consistently, across every ASIN, every single day, whether or not anyone on the team happened to remember to check.

If inventory volatility is a regular part of your catalog, or your client catalogs, Amazon PPC Rule Engine automation is the place to see how this fits into a broader Amazon Ads workflow.

<a href="https://tools.optmyzr.com/info/amazon_signup" target="_blank" rel="noopener">Sign up for a free trial here</a>

---

## FAQ

**Do Amazon ads stop automatically when a product goes out of stock?**

It depends entirely on the ad type. Sponsored Products and Sponsored Display generally do stop, since Amazon marks the underlying product ineligible for advertising the moment it is out of stock. Sponsored Brands is the exception, since it evaluates the entire featured product list rather than a single ASIN, and it keeps running as long as at least one product on that list is still in stock.

**Why did my Sponsored Brands campaign keep running after one product sold out?**

Because Sponsored Brands looks at your whole product list as a group, not one ASIN at a time. The specific product that went out of stock quietly drops out of the ad rotation, but the campaign itself, and the budget behind it, keeps going as long as the rest of the list is not empty.

**Does Amazon actually penalize me for running ads on an out-of-stock product?**

Not through the advertising system directly. The ad simply stops earning impressions once the product becomes ineligible, so there is no separate ad-side fine. There is, however, a related and easy-to-miss cost worth knowing about on the inventory side: Amazon charges FBA sellers a <a href="https://sellercentral.amazon.com/help/hub/reference/external/GV43F6S76Y9DHYRH" target="_blank" rel="nofollow noopener">low-inventory-level fee</a> of up to $1.11 per unit once a product's historical days of supply, calculated across both the trailing 30 and 90 days, drops below 28 days.

That fee has nothing to do with your ad account, but it means a low-stock ASIN can genuinely cost you twice over: once in wasted ad spend if your ads keep running, and again in this fulfillment-side fee regardless of what your ads are doing.

**How fast do my ads come back on once I restock?**

Amazon does not publish a guaranteed figure here, but a member of Amazon's own community team, responding directly on a Seller Central forum thread about stockout best practices, cited a delay of up to <a href="https://sellercentral.amazon.com/seller-forums/discussions/t/c15fc50b-f18f-464b-924f-2640afd2bd0c" target="_blank" rel="nofollow noopener">four hours</a> after restocking before a paused campaign resumes.

Given that uncertainty, the safer approach is building your reactivation rule to fire the moment your own inventory data, whether that is the live Seller Central feed or your spreadsheet, shows stock has recovered, rather than waiting around to see if the native system catches up on its own.

**Should I pause completely, or just lower my bids during a stockout?**

This genuinely depends on how close to zero you are. If you have one to two weeks of inventory runway left, lower bids rather than pausing outright, since a full pause loses your campaign's performance history and forces a new learning period once you restart.

If you are looking at a longer, less certain gap of two to four weeks, lowering both bids and budget together gives you more control over how quickly the remaining inventory depletes. Once you are functionally out of stock, though, pausing is the safer default, since there is no bid low enough to generate a sale you cannot actually fulfill.

---

*Source: [How to Pause Amazon Ads Automatically When Inventory Runs Low](https://www.optmyzr.com/blog/pause-amazon-ads-automatically-low-inventory/)*
*© Optmyzr. All rights reserved.*