How popular isTestMu AI?
In September 2026, people searched for TestMu AI by name about 40,000 times worldwide, about the same as the previous year. These searches made up 7.4% of all global mobile app testing platform searches, placing TestMu AI fourth out of nine platforms. When we asked both ChatGPT and Google AI Overviews about mobile app testing platforms, TestMu AI appeared in two of the five answers and was the sixth most recommended of the nine.
TestMu AI is the fourth most searched of 9 competitors and the sixth most recommended in AI answers.
BrowserStackShare of searches 67.4%Mentioned in 4 of 5 AI answersPlace in AI recommendations 2nd
Sauce LabsShare of searches 13.6%Mentioned in 4 of 5 AI answersPlace in AI recommendations 3rd
AppiumShare of searches 7.4%Mentioned in 5 of 5 AI answersPlace in AI recommendations 1st
TestMu AIShare of searches 7.4%Mentioned in 2 of 5 AI answersPlace in AI recommendations 6th
AWS Device FarmShare of searches 1.2%Mentioned in 3 of 5 AI answersPlace in AI recommendations 5th
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Top mobile app testing platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, TestMu AI was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. TestMu AI is the sixth most recommended of the nine.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Appium1st
BrowserStack2nd
Sauce Labs3rd
Maestro4th
AWS Device Farm5th
TestMu AI6th
Kobiton7th
Firebase Test Lab8th
Perfecto–
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Appium5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
BrowserStack4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Sauce Labs4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
AWS Device Farm3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Firebase Test Lab3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Kobiton3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Maestro3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
TestMu AI2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Perfecto0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about mobile app testing platforms
5 answers
Asked ChatGPT
“Which mobile app testing platform should I use?”
Asked ChatGPT
“What are the best mobile app testing platforms?”
Asked ChatGPT
“What's the best mobile app testing platform for app development teams?”
Searched Google, AI Overview
“mobile app testing platforms”
Searched Google, AI Overview
“mobile app testing tool”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Which mobile app testing platforms compete with TestMu AI?
Share of searches by month for BrowserStack, Sauce Labs, Appium, TestMu AI. The figures are in the table below the chart.
View monthly share of searches table
| Month | BrowserStack | Sauce Labs | Appium | TestMu AI | AWS Device Farm | Firebase Test Lab | Kobiton | Maestro | Perfecto |
|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 60.6% | 9.9% | 12.2% | 12.2% | 1.6% | 1.3% | 1.1% | 0.29% | 0.88% |
| Nov 2025 | 64.8% | 7.1% | 10.6% | 13% | 1.7% | 1.1% | 0.94% | 0.26% | 0.41% |
| Dec 2025 | 65% | 7.1% | 10.7% | 13% | 1.4% | 1.1% | 0.95% | 0.22% | 0.4% |
| Jan 2026 | 63% | 6.9% | 10.3% | 15.5% | 1.4% | 1.4% | 0.92% | 0.28% | 0.32% |
| Feb 2026 | 70.9% | 7.8% | 7.8% | 9.5% | 1% | 1% | 1.3% | 0.28% | 0.3% |
| Mar 2026 | 70.6% | 6.4% | 9.5% | 9.5% | 1.3% | 1.3% | 1% | 0.28% | 0.25% |
| Apr 2026 | 70.1% | 6.3% | 9.4% | 9.4% | 1.5% | 1.5% | 1% | 0.34% | 0.3% |
| May 2026 | 69.5% | 7.7% | 9.4% | 9.4% | 1.2% | 1.2% | 1% | 0.34% | 0.29% |
| Jun 2026 | 65.2% | 10.7% | 10.7% | 8.8% | 1.4% | 1.4% | 1.1% | 0.34% | 0.29% |
| Jul 2026 | 73% | 6.6% | 8.1% | 8.1% | 1.3% | 1.3% | 1.1% | 0.36% | 0.29% |
| Aug 2026 | 67.3% | 13.6% | 7.4% | 7.4% | 1.2% | 1.2% | 1.2% | 0.33% | 0.28% |
| Sep 2026 | 67.4% | 13.6% | 7.4% | 7.4% | 1.2% | 1.2% | 1.2% | 0.33% | 0.24% |
| Rank | Brand | Share of searches | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, held 1st | 67.4% | 201K | 0% | 0 points | |
| 2, held 2nd | 13.6% | 40.5K | 0% | 0 points | |
| 3, held 3rd | 7.4% | 22.2K | 0% | 0 points | |
| 4, held 4th | 7.4% | 22.2K | 0% | 0 points | |
| 5, held 5th | 1.2% | 3.6K | 0% | 0 points | |
| 6, held 6th | 1.2% | 3.6K | 0% | 0 points | |
| 7, held 7th | 1.2% | 3.6K | 0% | 0 points | |
| 8, held 8th | 0.33% | 980 | 0% | 0 points | |
| 9, held 9th | 0.24% | 720 | -13.3% | 0 points |
67.4%
Held 1st. 201K estimated branded searches, 0% vs prior month. Share 0 points.
13.6%
Held 2nd. 40.5K estimated branded searches, 0% vs prior month. Share 0 points.
3.
Appium7.4%
Held 3rd. 22.2K estimated branded searches, 0% vs prior month. Share 0 points.
7.4%
Held 4th. 22.2K estimated branded searches, 0% vs prior month. Share 0 points.
1.2%
Held 5th. 3.6K estimated branded searches, 0% vs prior month. Share 0 points.
1.2%
Held 6th. 3.6K estimated branded searches, 0% vs prior month. Share 0 points.
7.
Kobiton1.2%
Held 7th. 3.6K estimated branded searches, 0% vs prior month. Share 0 points.
8.
Maestro0.33%
Held 8th. 980 estimated branded searches, 0% vs prior month. Share 0 points.
9.
Perfecto0.24%
Held 9th. 720 estimated branded searches, -13.3% vs prior month. Share 0 points.
Compare popularity between TestMu AI and its closest rivals
Every comparison with TestMu AI
16 comparisons
- BrowserStack vs TestMu AI
- TestMu AI vs Playwright
- TestMu AI vs Sauce Labs
- TestMu AI vs Selenium
- Appium vs TestMu AI
- HeadSpin vs TestMu AI
- Katalon vs TestMu AI
- TestMu AI vs Tricentis Tosca
- Cypress vs TestMu AI
- AWS Device Farm vs TestMu AI
- Firebase Test Lab vs TestMu AI
- Kobiton vs TestMu AI
- TestMu AI vs TestGrid
- TestMu AI vs TestingBot
- TestMu AI vs Maestro
- TestMu AI vs Perfecto
How has branded search demand for TestMu AI changed worldwide over the last 12 months?
4 findings
- Across the 12 months ending September 2026, estimated monthly branded searches for TestMu AI worldwide held steady, from 41.2K to 40K.
- Across the 12 months ending September 2026, TestMu AI’s share of searches among mobile app testing platforms worldwide decreased from 12.2% to 7.4%.
- Across the 12 months ending September 2026, TestMu AI’s share of searches among mobile app testing platforms worldwide peaked at 15.5% in January 2026 and was lowest at 7.4% in August 2026.
- Across the 12 months ending September 2026, TestMu AI fell from 3rd to 4th among mobile app testing platforms worldwide.
How did search popularity change for mobile app testing platforms worldwide in September 2026?
6 changes

Estimated monthly branded searches for Sauce Labs worldwide rose 49.4% over 12 measured months, from 27.1K to 40.5K in September 2026.

Estimated monthly branded searches for Kobiton worldwide rose 24.1% over 12 measured months, from 2.9K to 3.6K in September 2026.

Estimated monthly branded searches for Maestro worldwide rose 22.5% over 12 measured months, from 800 to 980 in September 2026.

Estimated monthly branded searches for BrowserStack worldwide rose 21.8% over 12 measured months, from 165K to 201K in September 2026.

Estimated monthly branded searches for Perfecto worldwide fell 70.1% over 12 measured months, from 2.4K to 720 in September 2026.

Estimated monthly branded searches for Appium worldwide fell 32.9% over 12 measured months, from 33.1K to 22.2K in September 2026.
How are TestMu AI’s branded searches counted?
4 search terms
Brandwave collects information about searches that people make online using TestMu AI’s name. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brand is growing, holding steady, or fading.
- lambda test
- lambdatest
- testmu ai
- testmuai
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Where does TestMu AI compete?
| Competitor set | Rank | Share of searches | Ranking |
|---|---|---|---|
| Browser testing platforms | 4th of 11 | 10.1% | Show ranking |
| Test automation platforms | 5th of 8 | 6.2% | Show ranking |
| Mobile app testing platforms | 4th of 9 | 7.4% | Shown above |

Is TestMu AI your brand?
Put your own campaigns, spend and outcomes next to this demand line, so you can see which of your marketing lined up with the movements above.