// demand map

What people search for, in aggregate.

Every Fuzzy Sommelier text search is parsed into a structured intent. We never store the raw query, the IP, or any session identifier. Below is the aggregated view — a live example of what an OOMF Vibe Search pilot delivers as its Phase 3 deliverable.

queries logged

26

days active

4

countries

1

latest

2026-06-03

// k-anonymity: every chart below requires ≥10 matching searches before any slice is shown. Lower-frequency segments are hidden by design. See /privacy for the full privacy contract.

// top foods

What people are eating

// occasions

When they're eating

// max budget (user-set only)

What they want to spend

Only counts queries where the user explicitly chose a max budget. Claude-inferred budgets are excluded — clean demand signal.

No explicit-budget slice above the K-anon threshold yet.

// color preference

Red, white, or no preference

// geography

Where searches come from

// trend

Last 30 days

// for catalog owners

This is what your Demand Map would look like.

Fuzzy Sommelier is OOMF’s reference implementation. The same engine runs on your catalog as a 2-week pilot — text search + image search on the front, your own Demand Map on the back. Phase 3 of every pilot is reviewing this dashboard populated with your customers’ actual searches.

hello@oomf.fi