Independent data product

About MandiBhav360

MandiBhav360 turns official daily mandi observations into clear, comparable pages without pretending the data is real-time or perfect.

Why MandiBhav360 exists

People searching for mandi bhav usually need one answer first: what price was reported, for which day and in which unit? Existing pages often bury that answer, mix stale rows into “today” tables or collapse varieties into an unexplained average.

MandiBhav360 is designed around data confidence: date, unit, modal price, range, sample size and quality flags appear before generic content.

What we are — and are not

IndependentNot affiliated with AGMARKNET, data.gov.in or the Government of India.
Daily referenceNot a real-time exchange, broker, marketplace or guaranteed transaction quote.
Data-firstPages exist only when current observations and a canonical entity support them.
Privacy-lightNo user account is required; saved mandis stay in the browser.

Language approach

The first release uses clear Indian English and Hinglish search vocabulary, with Hindi labels where they help recognition. A full Hindi URL layer will only launch after translation, entity and hreflang quality can be maintained — not as an automatic duplicate of every page.

Editorial corrections

If a market alias, district mapping or explanation is wrong, use the contact page. Source-price corrections must ultimately be made by the data provider; MandiBhav360 can flag or explain a record but does not rewrite an official price.