RAG vs fine-tuning: which one a D2C brand needs
Two ways to make AI know your brand. A plain comparison, a 20 question test you can run in an afternoon and a clear pick for facts, voice and sale seasons.
The blog
Notes from behind the product table.
Brand, content, AI and tech, from someone who has made content for 25+ brands. For founders building a product brand and creators building a skill.
AI at Work, 10 min
Brand & Marketing, 9 min
Amazon's Diwali 2026 ad decoded: what small brands can copy
Amazon India's Diwali film tells you the best gift is one you can't shop for. Here is why that works, and how a small brand can use the same move.
Brand & Marketing, 9 min
What is moment marketing? Indian examples and a safe way to start
Moment marketing explained with Amul, Oreo and Faasos, plus the approval habit that makes fast posts safe and a five step start for a small brand.
Earlier posts
Or pick a section above.
AI at Work, 9 min
AI agent vs chatbot vs automation: what a D2C brand needs
Three tools get sold under one name. A plain comparison, a 100 message audit and the WhatsApp costs in rupees, so you buy the right one first.
Brand & Marketing, 8 min
CRED's IPL ads decoded: why calm legends sold a credit card app
CRED made Rahul Dravid lose his temper in traffic and never explained the app. Here is the casting rule behind it, and how a small brand can use it for free.
Brand & Marketing, 9 min
What is brand equity? Meaning, Indian examples and how to build it
Brand equity in plain words, plus a four number check you can run this week from data you already have, and the habit that quietly spends it.
AI at Work, 9 min
SEO vs GEO vs AEO: what a D2C brand in India should do first
Three acronyms, one question: how do buyers find you now? A plain comparison of SEO, AEO and GEO, plus a 30 minute test you can run today.
Brand & Marketing, 8 min
Cadbury's "Not Just a Cadbury Ad" decoded for small brands
Shah Rukh Khan named thousands of small shops in a Cadbury ad. Here is how it worked, what was reported, and what a small brand can copy this Diwali.
Brand & Marketing, 9 min
What is brand positioning? A one sentence test for D2C
Brand positioning in one sentence, with Indian D2C examples and a test most guides skip: can you name the shot that proves your claim?
Content & Creators, 10 min
Sony ZV-E10 II vs Canon EOS R50 for reels and YouTube in India
The Sony costs about ₹22,000 more than the Canon in India. Here is what that money buys, what it skips, and which creator should pay it.
Tech Decoded, 8 min
OPPO Find X10 India launch: what video creators should know
The Find X10 launches in India on 22 October. Three price leaks disagree by ₹50,000, so here is what is confirmed, what is not and what to test.
AI at Work, 9 min
AI for marketing: what a small Indian brand can automate
Use AI for drafts and first replies. Keep anything with a price, a face or a claim for a human. Plus the new ASCI and DPDP rules a small brand needs to know.
Brand & Marketing, 8 min
Why Indian D2C brands look the same on Instagram
Cover the logo on your last nine posts. If a rival could have posted them, this is the fix: one ownable shot, three content buckets, one banned list.
Tech Decoded, 9 min
What a GPU does for video editing, and how much you need
A GPU speeds up some editing steps and does nothing for others. Find which step is slow on your machine before you spend a rupee.
Content & Creators, 8 min
Best camera for content creation in India, by budget
A camera is only half the kit. Here is what to buy at ₹0, ₹50K, ₹1L and ₹2L, and how to split the money.