How We Pick

Our Methodology

By Bikram Nath · Updated October 2026 · 741 guides across 35 categories · 3811 product entries currently active

PakkaPick exists to give Indian shoppers buying guides built from the actual Amazon India listings. Our approach is deliberately simple: every product we list links to its own Amazon India listing, and what we say about it in a guide comes from that listing. No paid rankings. No fabricated lab tests. No "we've personally tried every product on this list" claims.

How a product gets onto a page

1. Its own listing. Each pick links to its own Amazon India product page, not to Amazon search results. If we find that the name or brand on a card does not match its listing, the pick is corrected or dropped.
2. Stock.Where Amazon's data gives it, the card shows the current price or says the product is unavailable. If the top pick has no offer, the page points to the second or third pick if one of them can be bought. A listing that has been removed from Amazon is taken off the page; a pick that is only out of stock stays.
3. Claims from the listing.Specifications, warranty terms and features on a card come from that product's listing. Where a listing doesn't state something, we leave it out rather than guess, and a brand's own claims are attributed to the brand.
4. Prices from Amazon.Prices on the cards come from Amazon's data, with the time they were fetched; the price at checkout can differ.

How products are ranked within a guide

The order on a page is our editorial judgement of how well each listing's stated specifications fit the guide's purpose. On guides where we have written a take for each pick, the reasons are on the card, in the pros, cons and one-line take. Other guides list the picks with their listing-stated specifications only.

The PakkaPick Editorial Rating

A pick carries a PakkaPick ratingout of 5 on its card only where we have written a take for it. It is our own editorial opinion — not Amazon customer stars, not a lab-test score, and not an average of other sites. We attribute it to PakkaPick in the page's structured data, so it is never presented as anyone else's rating.

The score is worked out from judgements already published on that card:

• Award tier — a Best Overall or Premium pick starts higher than a Top Pick, Value or Budget pick; an unbadged pick is placed by its rank in the guide.
• The balance of pros and cons we listed — a clear surplus of upsides nudges the score up; even a single extra trade-off nudges it down.
• Spec-sheet completeness — a small credit for a fully-documented product.
• Caveats in our write-up — if the one-line take tells you to skip a pick for this guide's core need, or flags a claim we do not fully trust, we mark the score down, so the number never contradicts what we wrote.

Two rules keep the numbers honest. Because we only publish products we actually recommend, ratings sit in a 3.6–4.8 band — no filler 1- and 2-star entries and no fake perfect 5.0s — though a pick we flag a real caveat on can sit a little below that. And a lower-ranked pick never scores higher than one we ranked above it, unless our write-up flags a caveat on the higher-ranked pick, which marks its score down — so the rating agrees with what you read on the page.

Treat it as a starting point, not a verdict — the reasoning is in the pros, cons and one-line take on the same card.

How often guides are updated

When we update a guide, we re-check each pick's listing and stock, and the "Updated" date at the top of the page changes. A pick whose listing has been removed from Amazon, or no longer matches, is taken off.

How we make money

Every product link in our rankings is an Amazon India affiliate link. When you click through and purchase, Amazon pays us a small commission, at a rate that varies by product category, at no extra cost to you. This is our main revenue source. The other is the occasional brand sponsorship: a labelled sponsored article, or a “Paid partnership” block disclosed inline on the guide itself. We never accept payment from a brand in exchange for a position in our rankings or favourable language.

Honest trade-offs you should know about

• Solo editor, not a team of testers. PakkaPick is a one-person operation that works from each product's Amazon India listing, not from hands-on testing. The one exception is a product a brand sends us to review: that review is written from our own use of the unit and says the unit was provided by the brand.
• No physical lab. We don't claim to have measured anything ourselves. Noise levels and other lab-style numbers come from the product's listing and are attributed to the brand; we don't make durability claims we can't source.
• Affiliate-aligned, but transparently so. Product links on PakkaPick go to Amazon only. We don't link to Flipkart, JioMart, or Croma, and we say so rather than present the site as a neutral comparison engine.

What we don't do

• We don't claim to have physically tested the products in our guides. The only write-ups made from use are reviews of units a brand has sent us, and each one says so.
• We don't sell rankings or run "featured" slots disguised as editorial picks. A paid partnership is always labelled as one and never ranked.
• We don't use AI to generate fake reviews or fabricated spec numbers — pricing and spec data comes from Amazon India product listings.

Questions? Disagree with a pick?

Email 31nathbikram@gmail.com — tell us if a pick or a detail looks wrong and we will check it against the listing.