Numerator vs User Intuition: Which Shopper Insights Platform Should You Choose?

Numerator was built to answer market share questions at scale. If you need to know that Brand Y holds 34% at mass retail versus 28% at club, that purchase frequency declined 12% after a price increase, or that 18% of Brand Y buyers also buy Brand Z within 30 days — Numerator's omnipanel is extraordinarily powerful. The data comes from actual purchase records, not recall surveys.

But Numerator cannot tell you what happened in the shopper's mind at shelf. It cannot explain why the household switched, what emotional story drove trial of a new brand, or when a loyalty program stopped feeling worth the friction. It records the transaction; it cannot record the decision.

User Intuition was built for that gap. Through 5-7 level laddering: 'I chose Brand X' → 'It doesn't stress me out' → 'I see myself as someone who doesn't need to overthink household decisions.' That identity-level depth is invisible in purchase data. Teams using both get the complete picture: Numerator shows where the category is moving, User Intuition explains why.

Numerator does offer survey capabilities layered onto its panel. These capture basic stated preferences and attitudes. But stated-preference surveys are not qualitative depth. A survey asking 'Why did you buy Brand X?' captures an instant rationalization. It doesn't uncover values, emotional triggers, or identity motivations driving the actual decision.

When Numerator data shows Brand X losing penetration among 25-34 year-old suburban household heads, the dashboard tells you the magnitude. It cannot tell you whether the loss is driven by dated packaging, a competitor capturing an aspirational identity, pricing psychology, or poor shelf placement. Each cause requires a completely different response.

User Intuition's laddering moves from 'I bought Brand Z' through 'It feels like better value' to 'I don't want to feel like I'm cutting corners on things I buy for my family.' That identity level is invisible in purchase data and nearly impossible to surface through traditional surveys. It requires extended, adaptive conversation.

Numerator sells access to a proprietary data asset — a 1M+ household omnipanel requiring enterprise-level investment to maintain. Contracts start around $50K/year, scaling to $500K+ for broad access. This works for large CPG companies with multi-million dollar research budgets. For mid-sized brands, D2C companies, agencies, and anyone without six-figure data contracts, Numerator is effectively inaccessible.

User Intuition starts at $200 per study. A typical 20-interview study costs a few hundred dollars. Larger studies with 200-300 conversations run in the low-to-mid thousands. No monthly fees, no annual commitments. Any brand — startup to Fortune 500 — can access it immediately without procurement cycles.

Most brands access Numerator through retail partners' data sharing or large agency engagements rather than direct subscription. User Intuition's pricing means any brand can access rigorous shopper research independently.

The shelf decision involves attention, recall, emotional associations, identity signaling, perceived value trade-offs, and competitive framing in three seconds. None of this appears in a purchase record.

User Intuition's laddering mirrors actual decision structure: start with behavior, probe immediate reasoning, probe underlying benefit, probe emotional state, probe identity implication. By level five, you've surfaced the actual driver no packaging test or dashboard could reach. For shopper marketing and category management teams, this answers the questions before a shelf reset, packaging redesign, or promotional campaign.

Numerator answers the downstream question: after all decisions happened, what was the aggregate outcome? It tells you category share declined 3 points, disproportionately from households with children under 12. It cannot tell you what those households were thinking when they reached past your product for the competitor. User Intuition can.

User Intuition is project-based and fast. Launch within minutes, 20 conversations in hours, 200-300 in 48-72 hours. Results stream in real time. A brand team needing shopper insights before a quarterly review runs a complete study Monday through Wednesday.

Numerator operates as a continuous data subscription. Once subscribed, querying existing panel data is fast. Getting to that point requires weeks of sales cycles, contracting, and setup.

The complementary workflow: Numerator identifies that your brand lost 2.4 share points, concentrated among millennial female buyers at drug and mass channels. Same week, you launch a User Intuition study — 20-30 interviews with millennial women matching the purchase profile. Laddering surfaces what they compare at shelf, what they value, how they feel about your brand versus competitors. By week's end, you have both the Numerator diagnosis and the User Intuition explanation — everything needed to design a response.

Numerator's value is subscription-based: dashboard access while your contract is active. When it lapses, access typically ends. Insights extracted during the contract may live in exported reports but don't exist in a structured, searchable system connecting findings across time.

User Intuition's Intelligence Hub stores, indexes, and cross-references every conversation permanently. Ontology-based extraction structures insights into themes and connections that grow richer with each study. Search 'switching triggers for millennial shoppers' and the Hub surfaces findings from every past study. A new product manager joining the team accesses years of accumulated shopper psychology without re-running studies.

On accessibility: Numerator's $50K-$500K+ annual contracts are inaccessible to most brands outside the enterprise tier. User Intuition's $200 starting point, 5-minute setup, and CRM/Zapier/MCP integrations remove every barrier. Any brand — from startup to Fortune 500 — can access rigorous shopper research immediately.