robotframework.orgin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot14 keywords · 5.9k/mo

AI Visibility Report forrobotframework.orgin ChatGPT and AI Overviews

Robot Framework
Domain report
The searches robotframework.org competes for i14keywords5.9ksearches/mo
ChatGPT
Names a brand i5.9k/mo
ChatGPT answers every search. The only question is whether a brand gets named, and across the market it usually is.
AI Overviews
AIO appears i5.9k/mo
Names a brand i5.5k/mo
robotframework's market is very small: it ranks in Google's top results on only 14 keywords, too few to carry a market context, so every percentage divides by those few searches.
1

Overall performance

ChatGPT
19%of answers mention you i
Cited as a source i5%
Sentiment iComing soon
AI Overviews
20%of answers mention you i
Cited as a source i16%
Sentiment iComing soon
2

Competitive map i

Ment. iCited i
3

Performance by category i

Sort by
4

Performance by keyword i

Sentiment
Mention
Citation
Sentiment Coming soon
Sort by
Keyword i▼Volume / moMentionedCitedMentionedCited
ro-botsview ↗3.6k×-×-
robotic automation toolview ↗320×-✓#1
robotic testingview ↗320✓#2✓#1
automated test frameworkview ↗140×-×#10
test frameworkview ↗110×-×#7
robotics toolview ↗70×-×-
pip install seleniumview ↗70×---
automation frameworksview ↗50✓-✓#13
bdd frameworksview ↗
e2e testview ↗
qa frameworksview ↗
robot automation systemview ↗
rpa toolsview ↗
testing automation toolsview ↗
ro-bots view ↗3.6k / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
robotic automation tool view ↗320 / mo
ChatGPT
×
Cited -
AI Overviews
✓
Cited #1
robotic testing view ↗320 / mo
ChatGPT
✓
Cited #2
AI Overviews
✓
Cited #1
automated test framework view ↗140 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited #10
test framework view ↗110 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited #7
robotics tool view ↗70 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
pip install selenium view ↗70 / mo
ChatGPT
×
Cited -
AI Overviews
-
Cited -
automation frameworks view ↗50 / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited #13
bdd frameworks view ↗
ChatGPT
AI Overviews
e2e test view ↗
ChatGPT
AI Overviews
qa frameworks view ↗
ChatGPT
AI Overviews
robot automation system view ↗
ChatGPT
AI Overviews
rpa tools view ↗
ChatGPT
AI Overviews
testing automation tools view ↗
ChatGPT
AI Overviews

This report has 14 keywords

You're seeing 8 of the top searches by value, with full data.
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Every keyword above was asked as one real question through ChatGPT and AI Overviews, with our improved AI asking. We read who gets named and cited, then weight it by real Google demand. How it works
5

Top cited pages i

PageKeywordsVolume / mo

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