Flat White Index
We called 847 Sydney cafés to find the real price of a flat white.
What the data tells us
Price map by suburb
By suburb
Price distribution
Cheapest finds ✦
How long do you work for a coffee?
Enter your annual salary to see how many minutes of your workday a flat white costs.
per flat white
(1 coffee/day)
(5 days/week)
How we built this
AI voice agent
An AI voice agent called "Mia" phones each café and asks: "How much is a small flat white?" She handles voicemail, cafés that don't do flat whites, and the occasional hostile barista. Each call takes about 45 seconds.
The tech stack
Cafés are discovered via Google Places API. Calls are dispatched through Bland.ai in batches of 10 with 30-second delays. Results arrive via webhook, and prices are extracted from transcripts using pattern matching — "$4.50", "four fifty", "five eighty".
The data
847 cafés called across 23 Sydney suburbs. January–March 2026. Updated monthly. Chains excluded (no Starbucks, McCafé, Gloria Jean's). Sample sizes shown per suburb — anything under 10 cafés, treat with caution.
What's next
Phase 2 expands to Greater Sydney — Eastern Suburbs, North Shore, Northern Beaches. Phase 3 hits Melbourne. Our goal: every independent café in Australia's major cities, priced and mapped. Got a suburb you want us to call? Request it below.
Help us grow the index
Submit a price from your local, or request a suburb for our AI agent Mia to call next.