automationpanda.comin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot17 keywords · 4.1k/mo

AI Visibility Report forautomationpanda.comin ChatGPT and AI Overviews

Automation Panda
Domain report
The searches automationpanda.com competes for i17keywords4.1ksearches/mo
ChatGPT
Names a brand i3.4k/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 i4k/mo
Names a brand i3.5k/mo
automationpanda's market is very small: it ranks in Google's top results on only 17 keywords, too few to carry a market context, so every percentage divides by those few searches.
1

Overall performance

ChatGPT
3%of answers mention you i
Cited as a source i5%
Sentiment iComing soon
AI Overviews
4%of answers mention you i
Cited as a source i36%
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
software development engineer in testview ↗720×-×-
rear subframe corrosionview ↗590×-×-
gherkin syntaxview ↗480×-○#13
how to copy file path macview ↗140×-×-
gherkin formatview ↗140×-✓-
bdd frameworksview ↗110✓#4×-
software engineering levelsview ↗90×-×-
mercedes subframeview ↗90×-×-
bdd examplesview ↗
behavior-driven development exampleview ↗
cucumber supportsview ↗
microphone inputview ↗
microphone setupview ↗
pytest exampleview ↗
step definitionview ↗
subframe corrosionview ↗
test sitesview ↗
software development engineer in test view ↗720 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
rear subframe corrosion view ↗590 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
gherkin syntax view ↗480 / mo
ChatGPT
×
Cited -
AI Overviews
○
Cited #13
how to copy file path mac view ↗140 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
gherkin format view ↗140 / mo
ChatGPT
×
Cited -
AI Overviews
✓
Cited -
bdd frameworks view ↗110 / mo
ChatGPT
✓
Cited #4
AI Overviews
×
Cited -
software engineering levels view ↗90 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
mercedes subframe view ↗90 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
bdd examples view ↗
ChatGPT
AI Overviews
behavior-driven development example view ↗
ChatGPT
AI Overviews
cucumber supports view ↗
ChatGPT
AI Overviews
microphone input view ↗
ChatGPT
AI Overviews
microphone setup view ↗
ChatGPT
AI Overviews
pytest example view ↗
ChatGPT
AI Overviews
step definition view ↗
ChatGPT
AI Overviews
subframe corrosion view ↗
ChatGPT
AI Overviews
test sites view ↗
ChatGPT
AI Overviews

This report has 17 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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