Digital Shelf Analytics · For Brands

Estimate your sales performance and market share across the US, UK, India & UAE

Marketplaces don't share unit sales — but the signals are public. We estimate your relative performance and category share, so you see whether you're gaining or losing ground.

Estimated share  ·  Competitor benchmarks  ·  Category trends
market share — Earbuds · Amazon US
Estimated category share — last 30 days
31%Your brand
Your brand — 31%
Competitor A — 22%
Competitor B — 21%
Others — 26%
🇺🇸United States
Signals: Rank, reviews, stock
Output: Estimated share
Refresh: Weekly
🇬🇧United Kingdom
Signals: Rank, reviews, stock
Output: Estimated share
Refresh: Weekly
🇮🇳India
Signals: Rank, reviews, stock
Output: Estimated share
Refresh: Weekly
🇦🇪United Arab Emirates
Signals: Rank, reviews, stock
Output: Estimated share
Refresh: Weekly
The problem

You know your sales — not your share.

Insights and strategy teams can see their own numbers but have no view of the category around them:

01

No category context

Your sales went up — but did the whole category, while your share quietly shrank?

02

Competitor moves are invisible

A rival is gaining ground in your category and you have no signal until it shows in your numbers.

03

Reports without market data

Leadership wants market share, but marketplaces never publish the unit sales to calculate it.

What you get

An estimated view of where you stand in the category.

Performance and share modelled from the signals marketplaces do make public.

Estimated market share

Your share of a category against competitors, modelled from observable signals.

Performance trends

Whether your estimated performance is rising or slipping over time.

Competitor benchmarking

See which competitors are gaining or losing share in your category.

Signal transparency

You see the signals behind each estimate — ranking, review velocity, availability.

How it works

From public signals to a share estimate.

STEP 01

Define the category

Tell us your brand, the competitors and the categories and countries to track.

STEP 02

We collect signals

We gather ranking, review velocity, availability and pricing for the category.

STEP 03

Model the estimate

Signals are combined into an estimated performance and share view.

STEP 04

Track over time

Get ongoing estimates and trends to see how share is shifting.

Use cases

Where market share analytics helps.

Leadership reporting

Give leadership a market-share view, not just internal sales.

Competitive strategy

Spot competitors gaining share early and respond.

Category planning

Focus effort on categories where share is at risk.

Launch impact

Estimate how a new product moves category share.

Market sizing

Understand the relative size of category players.

Multi-market view

Compare share across the US, UK, India and UAE.

Country-specific benefits

Market share analytics tuned to each market.

🇺🇸

United States

Estimate category share across large Amazon and Walmart categories.

🇬🇧

United Kingdom

Track relative performance across UK marketplace categories.

🇮🇳

India

Estimate share in fast-growing Flipkart and Amazon categories.

🇦🇪

United Arab Emirates

Measure category standing across Gulf marketplaces.

Why Product Data Scrape

Estimates you can stand behind.

T

Transparent method

You see exactly which signals drive each estimate.

C

Consistent over time

The same method every period, so trends are reliable.

S

Scales across categories

From one category to your full portfolio, across markets.

Questions, answered

Sales performance & market share FAQs

We use marketplace signals — best-seller ranking, review velocity, availability and pricing — to estimate relative sales performance and your share against competitors in a category.

No. Marketplaces do not publish unit sales, so these are estimates and trends based on observable signals — useful for direction and comparison, not exact units.

Yes. We estimate share for your brand and competitors in a category so you can see who is gaining or losing ground.

500+ marketplaces across the US, UK, India, UAE, Australia and Canada.

As CSV, Excel, JSON or a dashboard, broken down by category, brand and country.

Get a free sample dataset

See the exact fields, accuracy and format — for your products, on your target sites — before you spend a rupee or a dollar.

  • Sample delivered within 24 hours
  • Scoped to your real use case, not a generic demo
  • No obligation, no long contract

Tell us what you need

A specialist replies within one business day.