marginedge.comin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot12 keywords · 1.8k/mo

AI Visibility Report formarginedge.comin ChatGPT and AI Overviews

MarginEdge
Domain report
The searches marginedge.com competes for i12keywords1.8ksearches/mo
ChatGPT
Names a brand i1.5k/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 i1.8k/mo
Names a brand i1.7k/mo
marginedge's market is very small: it ranks in Google's top results on only 12 keywords, too few to carry a market context, so every percentage divides by those few searches.
1

Overall performance

ChatGPT
48%of answers mention you i
Cited as a source i0%
Sentiment iComing soon
AI Overviews
26%of answers mention you i
Cited as a source i34%
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
restaurant cost of salesview ↗320○-×-
costing a menuview ↗210×-×-
inventory software restaurantview ↗210✓-✓#10
restaurant inventory managementview ↗210×-×#13
restaurant software managementview ↗140×-×-
restaurant inventory management softwareview ↗140✓-✓-
food inventory softwareview ↗90✓-✓-
food inventory programview ↗90✓-×-
food inventory management softwareview ↗
kitchen management systemview ↗
point of sale systems for restaurants and barsview ↗
restaurant management systemview ↗
restaurant cost of sales view ↗320 / mo
ChatGPT
○
Cited -
AI Overviews
×
Cited -
costing a menu view ↗210 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
inventory software restaurant view ↗210 / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited #10
restaurant inventory management view ↗210 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited #13
restaurant software management view ↗140 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
restaurant inventory management software view ↗140 / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited -
food inventory software view ↗90 / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited -
food inventory program view ↗90 / mo
ChatGPT
✓
Cited -
AI Overviews
×
Cited -
food inventory management software view ↗
ChatGPT
AI Overviews
kitchen management system view ↗
ChatGPT
AI Overviews
point of sale systems for restaurants and bars view ↗
ChatGPT
AI Overviews
restaurant management system view ↗
ChatGPT
AI Overviews

This report has 12 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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