Our editorial policy

Content on AI Price History is produced by our in-house editorial and research team, the same people who operate the platform. The team includes:

• Editorial researchers who write shopping guides and deal analysis based on our tracked price data and years of observing Indian e-commerce sale seasons (Great Indian Festival, Big Billion Days, Prime Day, Republic Day sales).
• Data & systems engineers who maintain the automated pipelines that collect pricing data from publicly listed marketplace pages.
• E-commerce analysts who validate price feeds, calibrate our analysis algorithms, and fact-check figures before publication.

You can read more about the team and our mission on our About page.

Price data. Prices shown on product, deal, and category pages are collected by automated systems that regularly check publicly listed product pages on Amazon India and Flipkart. Each check records the listed price, MRP, discount, and availability at that moment. Active products are typically checked every 24–48 hours.

Shopping guides and analysis. Blog articles, buying guides, and category intros are written by our editorial researchers. They combine our tracked price data with first-hand observation of Indian sale cycles and marketplace behaviour. Figures such as discount ranges and sale timing are cross-checked against our data before publication.

Use of automation and AI. We use software automation to collect price data and to help with some research and drafting tasks. AI-assisted output is always reviewed, edited, and fact-checked by a human editor before it is published. AI is a tool in our process — it does not replace editorial judgment, and it is never used to generate content at scale without human review.

Every piece of editorial content follows the same workflow:

1. Research: The author gathers data from our price history database and verifies facts such as sale dates and product availability.
2. Drafting: The article is drafted, including specific figures and examples drawn from tracked listings.
3. Fact-check: A second team member checks prices, dates, and claims against our data and official sources.
4. Editorial review: A senior editor reviews for clarity, accuracy, and usefulness before the article is published.

Our data is collected from live marketplace listings, which change frequently. We therefore always advise readers to verify the final price on the store page before purchase, and we say so wherever prices are displayed.

We aim for accuracy, but mistakes can happen — especially with fast-changing prices and sale information. If you spot an error on our site, please tell us at [email protected]. We review reports promptly, correct verified errors, and update the affected page.

AI Price History is an independent platform. We are not affiliated with, sponsored by, or endorsed by Amazon or Flipkart. We do participate in their affiliate programs: when you click a product link on our site and make a purchase, we may earn a small commission at no extra cost to you.

Affiliate relationships never influence our data or recommendations. Price data is collected automatically and presented objectively. Buying suggestions are derived from the price history algorithm, not from any commercial arrangement. Our editorial guidelines prohibit accepting payment, free products, or other incentives in exchange for favourable coverage.

Our full legal terms are available on our Disclaimer and Privacy Policy pages.