---
title: "We Analyzed 21,425 Google Ads Accounts. The Findings Will Change How You Budget."
serpTitle: "21K Google Ads Accounts Show Why Budgets Must Change"
description: "Our Q1 2026 report analyzes 21K+ Google Ads accounts: impressions are down 11%, CVR is softening, and mid-market accounts are delivering the highest ROAS."
date: "2026-05-13"
lastmod: "2026-05-14 11:32:24 +0000 UTC"
author: "Lakshmi Padmanaban"
authorTitle: "Content Marketer"
authorCompany: "Optmyzr"
url: "https://www.optmyzr.com/blog/google-ads-benchmark-report-q1-2026/"
categories:
  - "Paid Search"
  - "Data Studies"
featured_image: "/forestry/21k-google-ads-accounts-show-why-budgets-must-change.png"
---

# We Analyzed 21,425 Google Ads Accounts. The Findings Will Change How You Budget.

> Our Q1 2026 report analyzes 21K+ Google Ads accounts: impressions are down 11%, CVR is softening, and mid-market accounts are delivering the highest ROAS.

**Author:** Lakshmi Padmanaban | **Published:** May 13, 2026

**Categories:** Paid Search, Data Studies

---

When you track 21,425 Google Ads accounts across five consecutive quarters, patterns emerge that you simply cannot see from inside a single account. Some of those patterns confirm what experienced advertisers already suspected. Others are genuinely surprising. This is what the data from our <a href="https://www.optmyzr.com/blog/state-of-google-ads-q1-2026/" target="_blank" rel="noopener">State of Google Ads Q1 2026 Benchmark Report</a> showed.

---

## Fewer impressions across the board, every quarter

Google Ads looked fine on paper in 2025, with CTR climbing every quarter, CPCs barely moving, and ROAS holding steady. But if you were actually running accounts through that period, growth felt harder than any of those numbers suggested. Budgets weren't stretching as far, and scaling campaigns took more effort for less return. And the reason for that becomes clear when you look beyond the headline metrics to what was happening with impression volume.

From Q1 2025 to Q1 2026, the platform served 5.65 billion fewer impressions across the 21,425 accounts in this study, down from 45.9 billion to 40.25 billion. That's an 11% reduction in the available auction pool over twelve months, and it's an important context for everything else in the data.

<table><tbody><tr><td><p><strong>Quarter</strong></p></td><td><p><strong>Impressions</strong></p></td><td><p><strong>CTR</strong></p></td><td><p><strong>CVR</strong></p></td><td><p><strong>CPA</strong></p></td><td><p><strong>ROAS</strong></p></td></tr><tr><td><p>Q1 2025</p></td><td><p>45.90B</p></td><td><p>1.83%</p></td><td><p>6.26%</p></td><td><p>$12.7</p></td><td><p>428.5%</p></td></tr><tr><td><p>Q2 2025</p></td><td><p>45.01B</p></td><td><p>1.85%</p></td><td><p>6.41%</p></td><td><p>$13.57</p></td><td><p>428.5%</p></td></tr><tr><td><p>Q3 2025</p></td><td><p>44.06B</p></td><td><p>1.94%</p></td><td><p>6.79%</p></td><td><p>$12.58</p></td><td><p>432.7%</p></td></tr><tr><td><p>Q4 2025</p></td><td><p>46.61B</p></td><td><p>2.08%</p></td><td><p>6.44%</p></td><td><p>$12.87</p></td><td><p>464.4%</p></td></tr><tr><td><p>Q1 2026</p></td><td><p>40.25B</p></td><td><p>2.22%</p></td><td><p>6.20%</p></td><td><p>$13.27</p></td><td><p>430.9%</p></td></tr></tbody></table>

<br>Impressions declined through Q2 and Q3, recovered briefly in Q4 with the seasonal lift, then fell sharply in Q1 2026 to the lowest point in the study. CTR went the other way — up every quarter, from 1.83% to 2.22%, a 21% gain that held across every segment.

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" />

<br>What that tells us is that the platform got better at identifying which of the remaining impressions would generate a click, not that more people were engaging with ads. When the auction pool shrinks by 11%, getting more efficient with what's left isn't the same as having more room to grow.

---

## Conversion rates softened across the board

The Q3 2025 numbers stand out across the full dataset: CVR peaked at 6.79%, CPA hit its study low at $12.58, and both figures were driven by a combination of lower summer auction pressure and strong post-spring intent at a point when impression volume hadn't yet dropped to its floor. After that quarter, CVR retreated consistently, finishing at 6.20% in Q1 2026, down 0.96% year-over-year, while CPA ended at $13.27, up 4.41%.

Neither of those changes is large in isolation, but the direction matters. A shrinking impression pool, combined with softening conversion rates and rising acquisition costs, paints a picture of a platform where the conditions for scaling are getting harder.

Some of that CVR decline comes from how the campaign type mix shifted during the year. Performance Max grew 15.7% in campaign volume and Demand Gen grew 53.2%, and both formats work differently from Search. Performance Max<a href="https://support.google.com/google-ads/answer/10724817" target="_blank" rel="noopener"> <u>runs across all of Google's inventory simultaneously</u></a> — Search, Shopping, Display, YouTube, Discover, and Gmail — and when running with creative assets, it distributes spend across all of those channels, including the ones that historically convert at lower rates.

Demand Gen, as <a href="https://support.google.com/google-ads/answer/13695777" target="_blank" rel="noopener"><u>Google's own documentation</u></a> describes it, reaches people scrolling through YouTube, Discover, and Gmail who are not actively searching, using Maximize Clicks bidding to drive consideration goals like site visits. Search, meanwhile, lost 3.8% in volume over the same period. When the campaign mix moves that far in this direction over a single year, some CVR softening at the platform level is the predictable result.

---

## Bigger spend did not mean better returns in 2025

Accounts spending $10,000 to $50,000 per month delivered 566% ROAS in Q1 2026. Accounts spending $50,000 or more per month delivered 377%. That gap held across all five quarters.

<table><tbody><tr><td><p><strong>Spend Tier</strong></p></td><td><p><strong>Q1 2025</strong></p></td><td><p><strong>Q2 2025</strong></p></td><td><p><strong>Q3 2025</strong></p></td><td><p><strong>Q4 2025</strong></p></td><td><p><strong>Q1 2026</strong></p></td></tr><tr><td><p>SMB (under $10K/mo)</p></td><td><p>368.3%</p></td><td><p>372.36%</p></td><td><p>381.14%</p></td><td><p>403.8%</p></td><td><p>387.8%</p></td></tr><tr><td><p>Mid-Market ($10K–$50K/mo)</p></td><td><p>543.8%</p></td><td><p>547.07%</p></td><td><p>564.38%</p></td><td><p>610.2%</p></td><td><p>565.8%</p></td></tr><tr><td><p>Enterprise ($50K+/mo)</p></td><td><p>391.4%</p></td><td><p>388.10%</p></td><td><p>385.08%</p></td><td><p>414.1%</p></td><td><p>377.3%</p></td></tr></tbody></table>

<br>Mid-market accounts peaked at 610% ROAS in Q4 2025 — the highest figure of any spend tier in the dataset — and ran the lowest CPC of any tier across every quarter in the study. Enterprise accounts went in the opposite direction across every quarter, with ROAS falling from 391% to 377% and CPA rising from $14.26 to $16.00 without a single quarter where it came down. No other tier in the study showed that pattern. SMB and mid-market both saw CPA move seasonally, but enterprise CPA climbed regardless of what time of year it was.

At $50,000 or more per month, bidding at volume on competitive terms pushes CPCs up across the board. You win more impressions, but the conversion value of each additional impression falls as you spend further into the auction, which means the return per dollar decreases as the budget grows.

Mid-market sits in the range where there's enough budget to compete for the placements that produce results, but not so much that the account is working against its own efficiency. SMB accounts show strong engagement — the highest CTR of any tier at 2.42% — but the budget ceiling limits how much of that engagement translates into results at scale, which explains why ROAS stays at 387% while mid-market runs at 566%.

To get more insights into the market performance for e-commerce and lead gen accounts, <a href="https://www.optmyzr.com/blog/state-of-google-ads-q1-2026/" target="_blank" rel="noopener">download the full report here.</a>

---

## The video numbers are an attribution problem, not a performance one

Video campaign CPA went from $25.97 to $227.95 year-over-year, ROAS dropped from 144% to 13.5%, and volume fell 31.6%. These numbers look like a complete breakdown in video advertising performance, but that's not what happened.

Throughout 2025, Google migrated Video Action Campaigns into Demand Gen, completing the process in Q1 2026. As campaigns moved formats, they lost conversion attribution. The legacy Video campaigns that remained kept running but stopped recording conversions accurately, so reported CPAs were inflated while the actual activity shifted to Demand Gen.

YouTube inventory changed formats, and Demand Gen absorbed it, grew 53.2% in campaign volume over the same period, and improved its CPA from $8.59 to $7.35 in the process. If you're still running legacy Video campaigns and the metrics look broken, this migration is the reason.

<img width="624" height="351" 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" />

<br>Q3 2025 produced the best Demand Gen results in the study — $5.50 CPA and 224.7% ROAS — consistent with the seasonal efficiency pattern that showed up across the full dataset that quarter. Here's how all campaign types compared across the year:

<table><tbody><tr><td><p><strong>Campaign Type</strong></p></td><td><p><strong>Volume Change YoY</strong></p></td><td><p><strong>CTR YoY</strong></p></td><td><p><strong>ROAS YoY</strong></p></td><td><p><strong>CPC YoY</strong></p></td></tr><tr><td><p>Demand Gen</p></td><td><p>+53.2%</p></td><td><p>-10.7%</p></td><td><p>+2.96%</p></td><td><p>+33.33%</p></td></tr><tr><td><p>Performance Max</p></td><td><p>+15.7%</p></td><td><p>+30.2%</p></td><td><p>-4.53%</p></td><td><p>+5.66%</p></td></tr><tr><td><p>Shopping</p></td><td><p>+14.0%</p></td><td><p>+16.1%</p></td><td><p>-1.03%</p></td><td><p>+10.64%</p></td></tr><tr><td><p>Local Services</p></td><td><p>+5.0%</p></td><td><p>-3.1%</p></td><td><p>0.00%</p></td><td><p>+31.08%</p></td></tr><tr><td><p>Search</p></td><td><p>-3.8%</p></td><td><p>+14.7%</p></td><td><p>+2.47%</p></td><td><p>+1.36%</p></td></tr><tr><td><p>Display</p></td><td><p>-17.3%</p></td><td><p>+30.4%</p></td><td><p>-1.95%</p></td><td><p>-4.35%</p></td></tr><tr><td><p>Video*</p></td><td><p>-31.6%</p></td><td><p>-71.8%</p></td><td><p>-90.65%</p></td><td><p>+183.84%</p></td></tr></tbody></table>

\*Video figures reflect attribution loss from platform migration, not real performance.

Search continues to hold the strongest CTR of any campaign type in the study at 12.15%, and remains the dominant format by volume.

Display lost 17.3% of volume, but the accounts still running it recorded their best results of the study period, with CPA falling from $4.53 to $3.22 and CVR improving from 5.06% to 6.99%. The advertisers who stuck with Display and managed it well outperformed the broader group that was running it before.

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## Performance across seven verticals

The platform average of 430.9% ROAS in Q1 2026 is a useful orientation point, but it doesn't tell you much about your account unless your vertical happens to sit close to that figure.

<table><tbody><tr><td><p>Style &amp; Fashion</p></td><td><p>2.19%</p></td><td><p>3.44%</p></td><td><p>$11.74</p></td><td><p>800.2%</p></td><td><p>-10.8%</p></td><td><p>+2.6%</p></td></tr><tr><td><p>Travel</p></td><td><p>3.01%</p></td><td><p>5.37%</p></td><td><p>$12.29</p></td><td><p>670.3%</p></td><td><p>+12.1%</p></td><td><p>+1.3%</p></td></tr><tr><td><p>Automotive</p></td><td><p>2.25%</p></td><td><p>6.83%</p></td><td><p>$10.93</p></td><td><p>454.8%</p></td><td><p>+6.9%</p></td><td><p>+3.6%</p></td></tr><tr><td><p>Home &amp; Garden</p></td><td><p>1.93%</p></td><td><p>4.43%</p></td><td><p>$23.07</p></td><td><p>455.5%</p></td><td><p>+10.0%</p></td><td><p>+0.2%</p></td></tr><tr><td><p>Real Estate</p></td><td><p>3.01%</p></td><td><p>7.90%</p></td><td><p>$15.47</p></td><td><p>250.1%</p></td><td><p>-14.5%</p></td><td><p>+36.7%</p></td></tr><tr><td><p>Tech &amp; Computing</p></td><td><p>2.29%</p></td><td><p>14.26%</p></td><td><p>$5.57</p></td><td><p>278.8%</p></td><td><p>+7.3%</p></td><td><p>-7.7%</p></td></tr><tr><td><p>Health &amp; Fitness</p></td><td><p>1.90%</p></td><td><p>9.02%</p></td><td><p>$12.95</p></td><td><p>295.7%</p></td><td><p>+20.8%</p></td><td><p>+6.6%</p></td></tr></tbody></table>

<br>Real estate went from 182.9% ROAS in Q1 2025 to 250.1% in Q1 2026, a 36.7% improvement year-over-year, with CPA falling 14.5% and CVR rising 25.4%. Search intent in real estate strengthened through 2025 as the market adjusted, and the advertisers who kept spending through that period captured the demand as it came back. It was one of the weaker-looking verticals a year ago and now shows the strongest improvement of any category in the study.

Style & Fashion runs at 800% ROAS with the lowest CPC in the dataset and CPA improving 10.8% year-over-year. For a vertical that gets described as crowded and expensive, those numbers tell a different story, and paid search in fashion is producing the best efficiency figures of any category in this study.

Tech & Computing has a CVR of 14.26% — more than double the next-highest vertical — and CPA of $5.57, the lowest of any sector in the dataset. On a per-conversion basis, it's in a different league from everything else in the study.

Travel had the largest CTR increase of any vertical at +49% year-over-year, with ROAS improving and CPCs staying low. The CVR dropped from 5.85% to 5.37% reflects a broader audience coming in through travel searches, as more people in early research mode click on ads but do not convert on that first visit.

Health and fitness had the hardest year among all verticals in this dataset. CPA rose 20.8%, the steepest increase across all seven categories, while CVR fell 11.8% at the same time. Increased competition and tighter Google policy around health-related ad claims pushed costs higher in a category where conversion rates were already declining. If you're managing health and fitness accounts and benchmarking against the platform average of 430%, that comparison isn't meaningful since your category baseline is 295.7% ROAS.

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## Get all the insights in the full report

The full breakdown is in our Q1 2026 Benchmark Report with five quarters of data by vertical, spend tier, and campaign type.

<a href="https://www.optmyzr.com/blog/state-of-google-ads-q1-2026/" target="_blank" rel="noopener">Download the full report</a>

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*Source: [We Analyzed 21,425 Google Ads Accounts. The Findings Will Change How You Budget.](https://www.optmyzr.com/blog/google-ads-benchmark-report-q1-2026/)*
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