Monetisation mechanics

The narrative presents four layers — local beauty businesses, beauty brands, commerce, and intelligence as later optionality. Below is the mechanism behind each, at the level of detail the main page deliberately omits. The sizing of the pools these sell into lives in Market sizing.

1 · Local business advertising

The advertiser universe is beauty and fashion businesses — salons, clinics, spas, studios, boutiques and jewellers — which is the scope the discovery pipeline classifies against. Note that the verified Whitefield build is in practice a beauty-services directory: of its 821 directory-ready listings, only 9 fall in Fashion & Boutiques, Jewelry or Fashion Rental. Fashion supply is in scope and is not yet evidenced at density.

Every business gets a free listing. Paid products sit on top: Featured placement in category and area discovery, Sponsored results, and Promoted offers. Organic, Featured and Sponsored stay visually distinct — the discovery experience has to keep working or the inventory stops being worth anything.

Reporting uses signals the product already instruments: profile views, saves, call taps, direction taps, offer interactions and community mentions. A business sees what a free trial delivered before it is ever quoted a price.

2 · Area and category sponsorship

Impression-based geographic inventory — a business or brand presents the beauty experience in a named neighbourhood, or a category across the city. Only sold once an area carries enough audience to be worth buying.

3 · Brand advertising

CPM-based, endemic beauty inventory. Benchmark for Indian programmatic display is ₹80–450 with a typical ₹180; the model uses ₹300 on the argument that an urban, female, high-intent beauty audience is premium inventory, with 25% sell-through. A new publisher sells a minority of its inventory.

4 · Commerce

This/That votes produce preference data ahead of purchase: category, price band, geography, cohort. Monetised through affiliate, CPC, CPA or sponsored comparison. Modelled as a separate additive layer and excluded from the core case.

5 · Intelligence

Aggregated, consented, anonymised demand signal — trend and category intelligence, geographic demand, brand consideration. India's DPDP framework forecloses anything built on personal data, and it should. Zero revenue is projected from this layer anywhere in the model, and none is claimed on the investor page.

Acquiring advertisers

Businesses are discovered programmatically, listed free, then approached through compliant channels — in-person visits, an inbound "claim your listing" flow, and post-consent follow-up. AI-assisted outreach is treated as potential, subject to compliant channel design, and is not in the model.