Bbusiness & engineeringin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot6 keywords · 22k/mo
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business & engineeringAI visibility in ChatGPT and AI Overviews

Category6 tracked keywords22k searches/mo
Category report
The searches in business & engineering i6keywords22ksearches/mo
ChatGPT
Names a brand i140/mo
ChatGPT answers every search. The only question is whether a brand gets named, and across this category it mostly is not.
AI Overviews
AIO appears i22k/mo
Names a brand i310/mo
Ment. iCited i
Keyword iVolume / moBrands mentionedCited
obsoletingview ↗12.1k
obsolescencesview ↗6.6kNo brands
obsolescence planningview ↗2.9k
obsolete productview ↗170No brands
obsolescence managementview ↗140
engineering smeview ↗110No brands
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
Cited i

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