mec-engineering.co.ukin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot4 keywords · 4.1k/mo

AI Visibility Report formec-engineering.co.ukin ChatGPT and AI Overviews

MEC Engineering
Domain report
The searches mec-engineering.co.uk competes for i4keywords4.1ksearches/mo
ChatGPT
Names a brand i4.1k/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 i320/mo
mec-engineering's market is very small: it ranks in Google's top results on only 4 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 i3%
Sentiment iComing soon
AI Overviews
0%of answers mention you i
Cited as a source i0%
Sentiment iComing soon
2

Competitive map i

1 of the keywords carry mec-engineering.co.uk's brand names; others do not compete on them, so we set them aside in this map.
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
industrial engineering servicesview ↗3.6k×-○-
bespoke engineeringview ↗70×---
machine engineeringview ↗320×-×-
mec engineeringbrandedview ↗110✓#2○-
industrial engineering services view ↗3.6k / mo
ChatGPT
×
Cited -
AI Overviews
○
Cited -
bespoke engineering view ↗70 / mo
ChatGPT
×
Cited -
AI Overviews
-
Cited -
machine engineering view ↗320 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
mec engineering view ↗110 / mo
ChatGPT
✓
Cited #2
AI Overviews
○
Cited -
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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