Which brands does AI name for questions about inventory and order management?

1. 01“Welke voorraadbeheersoftware is het beste voor een webshop?”
2. 02“Welke systemen synchroniseren voorraad over meerdere verkoopkanalen?”
3. 03“Wat kost ordermanagementsoftware voor een mkb-groothandel?”
4. 04“Welke software werkt met barcodescanners in het magazijn?”
5. 05“Welke systemen koppelen webshop, boekhouding en vervoerders?”
6. 06“Welke software is geschikt voor dropshipping en meerdere leveranciers?”
7. 07“Welk pakket helpt bij inkoopadvies op basis van verkoopdata?”
8. 08“Welke oplossing koppelt de kassa in de winkel met de webshopvoorraad?”

Without a brand name, in Dutch, with the Netherlands as market. The same set every week.

The personas behind the questions

• Webshop die op meerdere kanalen verkoopt
• Groothandel met een magazijn en scanners
• Retailer die winkel en webshop wil koppelen

Personas and questions are in Dutch: the index measures the Dutch market.

• 01Every question goes to the engines through their API in a clean session: no account, no history, no personalisation.
• 02Brand names are extracted from each answer (text extraction). Per brand the decision layer judges whether it is a real brand in this sector, whether it is a marketplace, how it is spoken about and how prominently it appears. That certainty is shown in the table.
• 03Brands only count when the probability that they are a real brand is at least 50%. Borderline cases are left out.
• 04Share is measured over a four-week window with a 95% confidence interval. Names that turn out to be the same company are merged once the decision layer confirms it.
• 05Engines without a usable API (such as Google AI Overviews) are not in this index. Browser captures of consumer products follow once the capture service is publicly available; those will be labelled separately.