Mabl is named by AI engines in 4 questions across 2 segments.
10 observations5 of 5 engines name itLast seen Sep 9, 2026
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| What are the best AI tools for QA testing? Quality Engineering | #2.5 ±2.4 | 4 of 5 answers | ChatGPT, Gemini, Perplexity, Copilot |
| What are the top 10 test automation tools? Quality Engineering | #10.0 | 1 of 5 answers | Google AI Mode |
| What are the best tools for QA testing? Quality Engineering | #11.0 ±1.8 | 4 of 10 answers | Google AI Mode, Gemini, Copilot |
| What are the best API dev tools? API Design | #13.0 | 1 of 11 answers | Perplexity |
Which engines name it — and which do not
- Google AI Mode2 questions
- Gemini2 questions
- Perplexity2 questions
- Copilot2 questions
- ChatGPT1 question
Google AI Mode names Mabl in 2 questions, Gemini names Mabl in 2 questions, Perplexity names Mabl in 2 questions, Copilot names Mabl in 2 questions and ChatGPT names Mabl in 1 question.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
Weakest
- What are the best API dev tools?#13.0 ±0.0
- What are the best tools for QA testing?#11.0 ±1.8
- What are the top 10 test automation tools?#10.0 ±0.0
± is the spread of positions across answers. A wide spread means the ranking is unstable — which means it is winnable.
Source: ranking answers from 5 AI engines, first seen Aug 25, 2026, last seen Sep 9, 2026. This page is generated from observations only — it is not claimed or edited by Mabl.