---
title: "How to Optimize PPC Campaigns Based on Weather Changes"
serpTitle: "How to Optimize PPC Campaigns Based on Weather Changes"
description: "Learn how you can manage and optimize PPC campaigns based on weather changes."
date: "2026-07-29"
lastmod: "2026-08-07 03:01:18 +0000 UTC"
author: "Aayushi Bhandari "
authorTitle: "Sr. Lead Program Manager"
authorCompany: "Optmyzr"
url: "https://www.optmyzr.com/blog/optimize-campaigns-by-weather/"
categories:
  - "Paid Search"
  - "Guide"
featured_image: "/forestry/weather-based-ppc-management-how-to-optimize-campaigns-based-on-weather-changes.png"
---

# How to Optimize PPC Campaigns Based on Weather Changes

> Learn how you can manage and optimize PPC campaigns based on weather changes.

**Author:** Aayushi Bhandari  | **Published:** July 29, 2026

**Categories:** Paid Search, Guide

---

Weather has a direct impact on consumer behavior. A sudden heatwave can drive demand for air conditioners, cold beverages, and pool supplies, while rainy weather often leads to more searches for umbrellas, food delivery, ride-sharing, and indoor entertainment. Even a drop in temperature can increase interest in winter apparel or home heating products.

These shifts don't just influence what people buy, they also affect when, where, and how they search. Consumer intent changes with the weather, making it important for advertisers to adjust their campaigns to match changing demand instead of relying on a one-size-fits-all approach.

If you sell products or services whose demand is influenced by weather—whether that's apparel, home services, food and beverage, travel, cosmetics, ride-sharing, or ecommerce, you already know how quickly customer interest can change. Aligning your campaigns with those changes helps you show more relevant ads, reach higher-intent audiences, and reduce wasted ad spend.

In this article, you'll learn:

* How weather-based PPC campaigns work
* The benefits of weather-based advertising
* How to automate weather-based campaigns using Optmyzr

---

## How does weather based advertising work?

Imagine you're a café owner with a board outside advertising your daily special. On a rainy day, you promote hot cocoa. On a hot summer afternoon, you switch the board to feature an iced peach tea instead.

Once customers walk in, they can order anything on the menu. The goal isn't to limit their choices—it's to catch their attention with something that's most relevant at that moment.

Weather-based advertising works the same way. Instead of showing the same ads everywhere, you adapt your campaigns to local weather conditions. That could mean promoting different products, changing which locations you target, adjusting budgets or bidding strategies, or even pausing campaigns until the weather becomes favorable again.

### The 3 ingredients of effective weather-based PPC

**1\. Target the right locations**

Weather conditions can vary dramatically across cities and regions. Rather than treating an entire country the same, focus your campaigns on the locations where current or forecasted weather is most likely to influence demand.

**2\. Define weather-based actions**

Decide how your campaigns should respond when specific weather conditions occur. Depending on your goals, that might mean targeting or excluding locations, pausing or enabling campaigns, increasing budgets, or adjusting bidding strategies.

**3\. Automate the workflow**

Weather changes constantly, and manually monitoring forecasts isn't practical at scale. Automation ensures your campaigns respond consistently to changing conditions, helping you stay relevant without constant manual intervention.

### 3 benefits of weather-based advertising

**1\. Personalized campaigns**

Weather-based advertising can help localize and personalize your ads according to your customer’s location and weather.

**2\. Relevant messaging**

Weather-based campaign management can make sure that the end-user of your product or service sees a relevant ad that resonates with their mood.

**3\. Enhanced ad ROI**

Personalized ads and relevant messaging can lead to an increase in leads, engagement, and then conversions.

---

## Examples of how weather- based advertising works across industries

There are several industries that can benefit from weather-based advertising, and use this strategy to boost their campaign performance. Here are some examples.

### Retail or ecommerce

Advertisers all around the world can use weather forecasting to show the right kind of ads at a particular location.

For example: showing ads for umbrellas on the days when the forecasts say it’s going to rain in 2 days. Or, showing ads for seasonal products like sunscreen around the time summer is about to start.

### Apparel

Similar to the ecommerce industry, apparel stores — online or offline — need timely advertising based on the current weather conditions.

For example: showing ads for pullovers or sweaters for a colder week and pausing campaigns selling windcheaters for the weeks with no cold waves or rains in winter.

### Cab services

In cities or places with unreliable public transport, a lot of people use third-party services to book cabs for commute. So, with the business knowledge of how the population of a certain area uses your services and the understanding of the current or future weather conditions you can manage your campaigns profitably. And you can also choose to target the right locations and set budgets for those campaigns based on demand and weather.

---

## How to run weather-based advertising campaigns

Running weather-based campaigns isn't just about knowing the forecast. It's about responding to changing conditions quickly and consistently. Monitoring the weather, identifying the locations that are affected, and updating campaigns every day can become time-consuming, especially if you're managing multiple accounts or advertising across several regions.

Optmyzr's <a href="https://help.optmyzr.com/en/articles/8176474-optimize-campaigns-by-weather-user-guide" target="_blank" rel="noopener">Optimize Campaigns by Weather</a> tool (currently available for Google and Meta Ads) continuously monitors weather conditions for the locations you choose and automatically applies the actions you've defined. Instead of manually checking forecasts and making campaign updates, you can build a workflow that adapts your campaigns as the weather changes.

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" /></p>

With the tool, you can:

* Target or exclude locations based on current or forecasted weather
* Pause or enable campaigns automatically when predefined conditions are met
* Apply rules to individual cities or every city within a country
* Schedule your weather-based workflows to run daily, weekly, or monthly

### Build rules around the weather conditions that matter

Every business responds differently to the weather.

A retailer selling winter apparel may care about falling temperatures, while a food delivery service may see demand increase when rain is forecast. An HVAC company may want to promote cooling services during a heatwave, while a travel business may adjust campaigns based on the expected weather at popular destinations.

Rather than relying on broad seasonal assumptions, you can create rules using the weather signals that matter most to your business. Whether you're responding to temperature, rainfall, humidity, wind, forecast conditions, or other weather attributes, you can tailor campaigns around the factors that actually influence customer demand.

<p><img width="624" height="579" 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/></p>

You can even combine multiple weather conditions within a single rule. This gives you much greater control over when your campaigns respond to changing demand.

### Scale weather-based advertising across multiple locations

Weather conditions rarely change uniformly across an entire country. While one city may be experiencing heavy rain, another could be sunny just a few hundred miles away. Managing those differences manually becomes increasingly difficult as your campaigns grow.

With Optmyzr, you can create rules for individual cities or apply them to any city within a country. The platform evaluates each location against your weather criteria and automatically updates campaign targeting. This makes it easy to run localized campaigns at scale without maintaining dozens of separate location lists.

### Go beyond location targeting with Rule Engine

Changing where your ads appear is only one way to respond to the weather. In many cases, the better strategy is to adjust how your campaigns compete.

Using <a href="https://help.optmyzr.com/en/articles/3076017-what-is-the-rule-engine" target="_blank" rel="noopener">Optmyzr's Rule Engine</a>, you can combine weather attributes with campaign performance metrics and other business data to automate more advanced optimizations. (If you don't see this option in your account, reach out to support@optmyzr.com to get it enabled.)

For example, you could increase campaign budgets ahead of a forecasted heatwave, adjust Target CPA when weather is expected to improve conversion rates, update Target ROAS during periods of lower demand, or combine weather conditions with performance thresholds before making changes.

Fold weather signals into your broader optimization strategy, and you can automate decisions that would otherwise require constant monitoring. This helps your campaigns stay aligned with changing demand while reducing manual effort.

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## But why use day-to-day weather forecasting when seasons change over months?

Seasons provide a general sense of consumer demand, but they don't always reflect what's happening in the moment. A spring campaign may not perform as expected if temperatures suddenly drop, and a summer promotion can lose momentum during an unexpected week of rain.

Weather-based advertising closes that gap by allowing your campaigns to respond to actual conditions instead of the calendar. By using forecast data and automation, you can prepare your campaigns before changing weather begins to influence customer behavior, rather than reacting after demand has already shifted.

As weather patterns become less predictable, building campaigns around real-world conditions instead of fixed seasonal assumptions can help you stay relevant, improve efficiency, and make better use of your advertising budget.

Ready to put weather-aware advertising into practice? Start your <a href="https://tools.optmyzr.com/info/signup?lang=en-US" target="_blank" rel="noopener">14-day free trial of Optmyzr</a> and see how automated weather-based campaign management can help you reach the right audience at the right time while reducing wasted ad spend.

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*Source: [How to Optimize PPC Campaigns Based on Weather Changes](https://www.optmyzr.com/blog/optimize-campaigns-by-weather/)*
*© Optmyzr. All rights reserved.*