The product

One Buyer Ready record, everywhere it gets read

We start from what a buyer has to settle before they choose, in your category. Then we bring your products in from everywhere you sell, check them against it, answer what is missing, publish it to every destination that reads it, and show you what it earned.

RIntelligent CatalogueDry dog food · 48 situationsLast 30 days
Sample brand

Platforms

4/6
connected

Products

96
captured

Same product

22
duplicates resolved

Reviews

3,410
read
Shopify store96 products · live
Google Merchant Center94 products · live
Amazon61 listings · live
Flipkart38 listings · live
Reviews and Q&A3,410 read
Quick commercenot connected
GTIN present on 78 of 96 · the same product across platforms is resolved to one record
What decides itDry dog food · graded against 48 situations
Availability & authenticity34/48answered
Therapeutic & condition support32/48answered
Fiber & gut26/48answered
Life-stage & adequacy25/48already there
Protein21/48already there
Energy & weight management20/48still missing
The middle column is how many situations reward that group
Buying momentsDry dog food · how much of each one your record answers
Dry dog food for Indian Indies/Desi dogs88%
Dry dog food for small breed dogs74%
Dry dog food for large breed puppies61%
Grain-free dry dog food43%
Grain-inclusive dry dog food31%
High-protein dry dog food24%
Measured, not guessed · from millions of conversational commerce answers

One record. Each one gets it in the format it reads.

Google Merchant Centerfeed · live
ChatGPT, Gemini, Perplexityread from feed · live
Your storeJSON-LD · live
Site search and on-site assistantlive
Amazonqueued
Flipkartqueued
Change it in the record, and it is right in all of them
Google Merchant CenterYour storeAmazonFlipkart
Title
Highlights
Attributes
Q&A
Every destination caps things differently, so each gets its own shape

Impressions

31.6k
up on last month

CTR

3.4%
up on last month

AI sessions

1,280
up on last month

AI revenue

₹3.8L
up on last month
ProductImprCTRAI sess
11.4k3.8%612
9.2k3.3%486
7.7k2.9%341
5.1k2.4%203
Sample catalogue · illustrative figures
AI referred revenueBy destination
ChatGPT₹1.6L+41%
Google Shopping₹1.2L+19%
Gemini₹0.6L+47%
Perplexity₹0.2L+12%
On-site assistant₹0.2L+8%
Products in the program100
Everything else in the same catalogue31

Same brand, same period, same demand. The difference is which products answered the question.

Sample catalogue · illustrative figures

The evidence

Same product. Two catalogues.

Product type
Transaction Ready todayBuyer Ready after · weight
titleChicken & Rice Adult Dry Dog Food, 3 kg · ₹1,240Chicken & Rice Adult Dry Dog Food, 3 kg · ₹1,240 · plus everything the rows below add
forAdult dogs, small to medium breedskept as is
ingredientsChicken, rice, barley, beet pulpkept as is
life stageAdult, 1 year and abovekept as is
feedingAs directed on packkept as is
allergensnot statedContains chicken · no soy, wheat or dairy32/48
grain statusnot statedGrain-inclusive, and the reason it is26/48
proteinnot statedNamed meat source, with crude protein %21/48
feeding ratenot statedGrams per day by body weight, and how long a 3 kg pack lasts20/48
Answers: what is this?Answers: who is this for?

Where it gets used

One record. Five surfaces read it.

ChatGPT and Gemini are one destination, reached through the feed. The same record runs five surfaces you already own, and each one has its own way of showing whether it worked.

SurfaceWhat the gap can limitHow it is measured
Website SearchSurfacing for how buyers actually type it, not how you named itZero-result rate, search CTR, search to add-to-cart
Navigation & FiltersBeing filterable on the attributes buyers self-select byFilter coverage, filter usage, PDP click-through
On-site AI AssistantYour own assistant recommending confidently instead of hedgingAnswer rate, recommendation CTR, conversion
Listings and PDPComparing well against the listing next to yours, on your site and on marketplacesPDP engagement, add-to-cart, conversion
Product FeedsPresence and ranking in the feeds behind Google Shopping and AI shoppingFeed coverage, GMC impressions, AI-referred sessions, disapproval rate

How we work

Before you arrive, then every month after

Before your catalogue

What buyers settle first

Every question a buyer asks in your category, and which details decide the answer to each one. This exists before you arrive, and it is what your products get measured against.

Month one

Your catalogue meets it

Your products come in from every platform you sell on, resolved so the same product is one record, then checked against that order. What is missing gets answered and published.

Every month after

It gets better

We watch which details actually produced sales, do more of what did, and cut what did nothing. New products join as you launch them.

See where your catalogue stands

We will run a readiness check on one of your products and show you exactly what is missing, at no cost.

Book Demo