TREND & DEMAND INTELLIGENCE

Spot the demand
before it spikes.

"We always react to trends a season late."

// THE SHORT ANSWER

Market trend and demand intelligence detects emerging demand from observable web signals — search and listing velocity, new-product momentum, price and promo shifts, and review-volume growth — across your categories, before the trend is obvious in your own sales. iWeb Data Scraping turns these leading indicators into an early-warning feed, so merchandising, planning and investment teams act on demand as it forms rather than a season after it peaked.

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Key facts

  • Leading — signals, not lagging sales
  • Category-wide — demand momentum tracked
  • Season-early — act before the trend peaks

By the time a trend shows up in your sales numbers, it's already priced in — competitors saw the leading signals months earlier in search behavior, new-product launches, review velocity and pricing moves. Demand doesn't appear overnight; it accumulates in observable web signals first. Trend intelligence reads those signals systematically so you're early, not late.

We combine signals across the web — listing and search velocity, new-product momentum, price and promo movement, review-volume growth — into a demand read for your categories, surfacing what's rising before it's obvious. It draws on the same feeds as share of search and SERP data, reframed from 'where do I rank?' to 'where is the market heading?'

THE POINT

The gap isn’t knowing this matters — it’s seeing it in time to act. That’s what the feed is for.

Leadingsignals, not lagging sales
Category-widedemand momentum tracked
Season-earlyact before the trend peaks
WHAT YOU GET

Leading indicators,
read together.

Search & listing velocity

Rising search interest and new-listing activity in your categories — demand forming, in real time.

New-product momentum

Which new products are gaining listings, reviews and visibility fastest — the winners, early.

Review-growth signal

Categories and products where review volume is accelerating — a proxy for real purchase momentum.

Price & promo movement

How pricing and promo intensity shift across a category — where competition and demand are heating.

Emerging-attribute detection

Rising features, ingredients or styles buyers are gravitating toward — trend at the attribute level.

Category momentum scoring

Signals combined into a demand-momentum read per category and sub-segment.

SEE THE DATA FIRST

What you'll actually receive.

Real sample structure from this feed. Your free 48-hour sample comes in your category, in this shape — CSV, JSON or straight to your warehouse.

Demand-momentum feed — leading signals, category-level.
category product search_velocity listing_growth review_growth momentum
Beverages Protein Shake RTD +38% +22% +51% 91
Beverages Sparkling Water +12% +8% +15% 64
Snacks Makhana (roasted) +64% +40% +72% 96
Snacks Potato Chips -3% +1% -2% 41
↑ Sample structure — illustrative values. Your data reflects your platforms and category. Get this for your data →
HOW IT WORKS

From question to answer.

STEP 1

Define categories & signals

We set the categories and the demand signals that matter to your planning.

STEP 2

Aggregate the leading data

Search, listing, review and price signals captured and combined into momentum reads.

STEP 3

Surface what's rising

Emerging demand, fast-moving products and attribute trends delivered before they peak.

WHY BUY VS BUILD

The details in the feed.

FIELDS Category, product, search velocity, listing growth, review growth, price movement, momentum score
SIGNALS Search, listings, reviews, pricing, attributes — combined
SCOPE Your categories and sub-segments, benchmarked over time
REFRESH Weekly standard; on-demand for planning cycles
DELIVERY Planning-team feed or report; CSV/API
RELATED:Share of Search →SERP & Search Data →Assortment Intelligence →
FAQ

Before the first call.

Demand intelligence detects emerging market demand from leading web signals — search and listing velocity, new-product momentum, review growth and price movement — before it appears in your own sales data. It gives merchandising, planning and investment teams an early read on where a category is heading, so they act as trends form rather than a season after they peak.

No single signal is reliable, so we combine several: rising search interest, accelerating new-listing activity, growing review volume (a proxy for real purchases), shifting price and promo intensity, and emerging product attributes. Read together and scored into category momentum, they surface demand forming well before it's obvious in sales.

Generic trend reports are periodic, backward-looking and the same for everyone. This is a live feed built on current web signals for your specific categories and competitors, updated weekly, so you see momentum as it happens in your market — not a quarterly summary of what already trended everywhere.

Merchandising and range-planning teams deciding what to stock, marketing teams timing campaigns to rising demand, and investors reading category momentum on consumer names. Anyone whose advantage comes from being early to a demand shift rather than reacting to it uses leading web signals to get ahead.

Get a free sample dataset in 48 hours.