Numerator alternatives

3 tools to consider instead of Numerator, shown against it.

	Numerator	Circana	NielsenIQ	dunnhumby
Vendor	Numerator	Circana, LLC	NielsenIQ	dunnhumby
Pricing model	Quote only	Quote only	Quote only	Quote only
Free tier	No	No	No	No
Deployment	Cloud	Cloud	Cloud	Cloud
Open source	No	No	No	No
Best for	CPG brands and agencies needing panel-based, consumer-level purchase and media-exposure data.	Consumer goods manufacturers and retailers needing market share and category data spanning CPG and durable goods.	Consumer goods manufacturers and retailers needing broad global market-share and sales data.	Grocery and general-merchandise retailers wanting to act on their own first-party loyalty data.
Pricing	Sold as data subscriptions and custom analytics engagements; pricing is not published. Pricing has not been verified yet — see the vendor's site.	Sold as data subscriptions and custom research engagements to manufacturers and retailers; pricing is not published. Pricing has not been verified yet — see the vendor's site.	Sold as data subscriptions and analytics contracts to manufacturers and retailers; pricing is not published. Pricing has not been verified yet — see the vendor's site.	Sold as multi-year analytics and consulting engagements to retailers and CPG brands; pricing is not published. Pricing has not been verified yet — see the vendor's site.
Features	Opted-in shopper panel with purchase receipt data Brand loyalty and switching analysis Promotion and coupon effectiveness measurement Advertising exposure to purchase-behavior linkage Omnichannel purchase tracking Demographic and behavioral shopper segmentation	Retail point-of-sale data across CPG and durable goods Consumer panel data Market share and category trend reporting Promotion effectiveness analysis Demand forecasting Custom syndicated and ad hoc research	Global retail point-of-sale and e-commerce data Consumer panel data Market share and distribution measurement Promotion and pricing analytics New-product performance tracking Demand forecasting	Retailer loyalty and transaction-data analytics Price and promotion optimization Customer personalization and offer targeting Assortment and space planning support Media and retail-media measurement Consulting on customer-centric retail strategy

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