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Rankifytech

Conversational Commerce Intelligence

Ask Your Marketplace Data in Plain English

Query your multi-channel sales, ad spend, return trends, and SKU unit margins with an AI assistant that cites verified data sources on every response.

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Demo data conversation. The conversation below illustrates our transparent citation and missing-data handling. We never present sample numbers as client results.

Commerce Query Assistant

Demo data

Connected to Amazon, Flipkart & Quick Commerce data models

Zero Hallucination Protocol Active
Which 3 SKUs lost the most contribution margin last week, and why?

Across your 42 active SKUs, these three experienced the sharpest margin drops between Oct 1 and Oct 7:

  1. 1. Ceramide Barrier Night Cream (100g) dropped from +18.2% to +4.2% margin. Broad-match ad spend on generic keywords rose 64% while conversion rate dipped, pushing ROAS from 3.8x down to 2.1x.
  2. 2. Matte Transferproof Lipstick #04 dropped from +6.1% to -8.6% margin. Customer return rate surged to 21% following multiple reviews citing shade discrepancy against listing photos.
  3. 3. Organic Cotton Polo T-Shirt (L) dropped from +14.0% to -12.4% margin. Courier volumetric re-measurement on Meesho increased shipping charge from ₹42 to ₹90 per unit.
Verified Data Sources (Demo data):

Amazon Settlement Report (Oct 1–7, 2026) · Amazon Ads Sponsored Products API · Meesho Settlement Export · Customer Feedback Feed

What is our break-even ROAS on the Vitamin C Serum?

For Vitamin C Daily Glow Serum (30ml) on Amazon India:

Selling Price (excl. GST):₹677.12
Landed Cost (COGS):-₹142.00
Referral Commission (12%):-₹81.25
Closing & Shipping:-₹78.00
Return Provision (4%):-₹27.08
Gross Margin before Ads:₹348.79 (51.5%)

Your break-even ROAS is 1 / 0.515 = 1.94x. Your current campaign ROAS is 4.8x, leaving a net contribution profit of ₹207.69 (30.7%) per bottle.

Verified Data Sources (Demo data):

Product Master Cost Sheet v2026.4 · Amazon Fee Schedule (Category: Beauty) · Amazon Ads Console

What was our net contribution profit on Blinkit and Zepto yesterday?
Missing Data Notice: If data is missing, the chatbot explicitly says so

Yesterday's transaction settlement reports (Oct 13, 2026) have not yet been posted by Blinkit and Zepto partner consoles. When required data is missing or incomplete, the chatbot explicitly says so rather than hallucinating or inventing numbers.

  • • Latest verified Blinkit sync: Oct 11, 2026 (03:00 AM)
  • • Latest verified Zepto sync: Oct 12, 2026 (02:30 AM)

Because official settlement figures are missing, I cannot calculate yesterday's contribution profit without risking inaccuracy. Would you like to review verified numbers through Oct 11 instead?

System Check Status:

Quick Commerce Partner Sync Log · Stated missing data explicitly (Zero Hallucination Policy)

Data Citation Architecture

How every answer shows the data it came from

Rather than ungrounded language model responses, data query briefings cite verified report figures and explicitly note when data is incomplete.

Structured Data Tables

The chatbot does not read raw text. It translates your natural-language questions into SQL queries executed against reconciled SKU-level data tables.

Mandatory Citations

Every calculation card lists the exact settlement export dates, fee schedules, and ad console reports used to derive the metrics.

Explicit Missing Data

If settlement files are pending or an inventory export is delayed, the chatbot states that data is missing rather than inventing false approximations.

Operational Inquiries

Example questions a seller can ask

From high-level board metrics to granular keyword bids, ask questions across your operational catalog.

Contribution Profit & Margins

  • "Which 3 products generated the most net cash last month after ads and returns?"
  • "What is our break-even ROAS on our top 5 hero SKUs?"
  • "Are we losing money on any high-volume products on Flipkart?"

Advertising & TACOS

  • "Which ad campaigns currently have a TACOS above our 15% target guardrail?"
  • "How much did broad-match keyword spend increase this week compared to last week?"
  • "What percentage of our revenue came from organic search versus paid ads?"

Returns & Fee Leakage

  • "Did any products get bumped into higher courier weight slabs this month?"
  • "Which SKU has the highest customer return rate, and what reason did buyers give?"
  • "What is our total estimated reimbursement claim for damaged warehouse units?"

Inventory & Stock Signals

  • "How many days of stock cover do we have on our hero serum in Mumbai FBA?"
  • "Which SKUs need reorder purchase orders placed by this Friday to prevent stock-outs?"
  • "What is our sell-through velocity on Blinkit across Delhi dark stores?"
Managed service available

Delivered by Strategists · Closed Preview Console

The self-serve chatbot interface is currently in closed preview. Our strategists answer complex multi-channel data queries directly through weekly decision briefings and custom query briefings.

Questions & Answers

Frequently asked questions about the AI chatbot

Clear details on security, data integration, and query accuracy.

Marketplace Intelligence

Get answers to your hardest marketplace data questions

Connect with our analytics and strategy team. We analyze your numbers, uncover ad leakage, and show you exactly where to focus for maximum net cash.

Discuss Your Growth Goals
Discuss Your Growth Goals