Personalized Consumer Preference Hub
A centralized platform where consumers fill out detailed preference profiles that are then shared via API with restaurants, hotels, and retailers to deliver personalized experiences from the first visit.
01 THE IDEA
Scott Belsky describes a platform where consumers voluntarily input their preferences—dietary restrictions, room preferences, drink orders, allergies, lifestyle choices—and proactively share that data with any participating hospitality or retail brand. The idea inverts the current dynamic where brands scrape data from consumers without consent; here consumers own and push their own data to brands they patronize.
The business model is B2B SaaS: businesses pay a monthly subscription (e.g., $100/month) to access the preference API. The consumer side is free. An MVP could launch city-by-city, signing up 10,000–20,000 users and 1,000 local restaurants/hotels, generating ~$1M ARR from day one in one city. Over time, the platform becomes a universal consumer identity layer for hospitality.
02 THE NUMBERS
$600K – $5M
$50K + 400h
$15K + 120h
7/10
5 · GROWING →
API development, B2B SaaS sales, Hospitality industry knowledge, UX/product design
03 THE VERDICT
This idea is genuinely novel—no cross-brand consumer preference layer exists at scale—and the business model is clean: businesses pay, consumers get value for free. Starting city-by-city keeps scope manageable and allows rapid iteration. The first-party data tailwind from privacy regulations makes this more valuable every year, not less. The main risk is cold-start chicken-and-egg, which is solvable by seeding the consumer side through restaurant/hotel checkout flows.
Verdict: BUILD. Don't have the ~400 hours it takes? Get matched with a vetted builder who does — we review every brief by hand and intro you to up to 3 builders.
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04 THE FIELD
- Airbnbest. 2008GROWING · ADDED 2026-10-22
CATEGORY LEADER IN SHORT-TERM RENTALS
Collects guest preferences within their own walled garden but does not share cross-platform.
- OpenTableest. 1998STEADY · ADDED 2026-10-22
DOMINANT RESTAURANT RESERVATION PLATFORM
Stores diner preferences per restaurant but data is siloed and not consumer-controlled.
- Seatedest. 2017GROWING · ADDED 2026-10-22
NICHE PLAYER <5%
Rewards diners for restaurant visits but does not build a cross-brand preference profile.