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Why does Sajith Pai say India is three markets, and what does that do to your GTM?

Sajith Pai of Blume Ventures writes the Indus Valley report, and his India1, India2, India3 framing exists because treating India as one market quietly kills go to market plans. India1 is roughly 110 to 130 million people across 25 to 30 million households at around 9,000 dollars per capita, English comfortable and white collar, which he calls a Mexico inside India and about 9 to 10 percent of the population. India2 was about 100 million people coming online through Jio in his 2021 framing and had expanded to around 300 million by the 2024 report, an Indonesia inside India, monetising through tiny digital transactions. India3 is the remaining billion or so. The go to market consequence is the whole point: India1 is reached through search based discovery, premium positioning and convenience, while India2 needs friction free interaction models, social commerce, group buying and content driven discovery instead of search. As he puts it, few products enable universal use cases across India1 and India2, so business model and monetisation have to be chosen per segment. His fintech example makes it tangible: Smallcase serves India1, Avail Finance India2, Kaleidofin India3.

Go deeper

3 resources, 1 India-specific, 3 link-checked.

✍️ Essay
✓ Link checked Free Advanced

The canonical essay, and the one that actually spells out different discovery and monetisation playbooks per segment rather than just sizing the segments.

The Indus Valley Playbook

From sajithpai.com by Sajith Pai About 28 min read

  • India1 is roughly 110 to 120 million people in 25 to 30 million households at about 9,000 dollars per capita, against 2,000 for India overall.
  • India has about 25 to 30 million fluent English speakers, and only a tenth of its 700,000 annual engineering graduates are high quality.
  • Only 19,500 Indian enterprises hold capital above 10 crore rupees, and 95 percent of its 45 million establishments have five workers or fewer.
  • India is around 13 percent of Facebook's monthly users but only about 1.3 percent of its revenue, which is why ad-funded models struggle.
Open sajithpai.com
📰 Newsletter
✓ Link checked Free Intermediate

How the report is actually assembled and what the 2024 edition covers, which is the usable route in given the report's own home page blocks unauthenticated readers.

Indus Valley Report Reminiscences, Strategy, Tokyo Trains, and Birkin Bags

From Sajith Pai's Newsletter by Sajith Pai About 10 min read

  • The Indus Valley Report runs 132 pages and roughly 150 charts, distilled from about 3,000 scraped charts and 100-plus reports.
  • Only 0.5 percent of megaprojects come in both under budget and on time.
  • Negative working capital is a strategy: customers paying in advance funds bulk discounts and lower prices, as at Tock and Trader Joe's.
  • Luxury brands deliberately make you build a purchase history before you can buy what you actually want.
Open sajithpai.substack.com

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The same ground, at another level

How how great operators think reads from a different seat.

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