Illustrative intelligence · Catalogue scale uses public store totals or rounded estimates; products, prices, reviews, sellers, and findings are fictional
Coffee Friend / Overview
Daily run complete
United Kingdom · GBP

Good morning, Category team

Seven signals from the latest daily market observation.

Observed 05 Sep 2026 · 05:00–07:14 BST
96% source coverage

Today’s signals

Product-specific · ranked for action

Monitoring scale

Daily customer scope

Biggest changes

Last 7 days

Products moving fastest

Largest observed price and review-count changes

Ranked daily

Recent decisions

Changes made by your team

Product market

Exact variants, current offers, availability, and momentum.

Price intelligence

Daily market position, seller dynamics, and the evidence behind each comparison.

Product price history

Exact variant · latest 7 daily observations

Exact comparison

Current seller distribution

Displayed item prices; shipping exclusions remain visible

Median

Seller and marketplace evidence

Price, change, availability, and benchmark status

Largest monitored price moves

Latest 7 days

Opportunity inbox

Evidence-backed changes for your team to review.

7 open

Review intelligence

Market attention and product experience, kept as separate signals.

Review activity

Stable source population · exact daily totals

Valid series
Displayed review countDaily observations · 23 Aug–05 Sep

Aggregated rating movement

Weighted independent rating populations · syndicated duplicates excluded

Eligible weighted ratingDaily observations · 23 Aug–05 Sep

Product themes

126 eligible text reviews · latest 30 days

Source coverage

Counts and text are tracked independently

Match review

Automation proposes. Your corrections stay in control.

3 need review

Daily collection

What was requested, collected, changed, and deferred in today’s bounded run.

Completed 08:14

Cumulative pages collected

Successful page observations during the daily window

05:00–08:00

Capacity by purpose

Reserved monitoring is scheduled first

Source coverage

Missing pages stay visible

Recent batches

One run per day

Monitoring scope

Grow daily collection with the products and competitors that matter.

Changes begin with the next daily run

Customer scope

Selected products are monitored every day. Discovery uses a separate allowance.

Collection principles

Capacity follows customer scope
Reserved first
Daily monitoringNever silently rotated out
Bounded separately
DiscoveryOverflow remains visible
Reused safely
Shared public URLsPrivate decisions stay private
Suggested later
Popularity rankingNever removes pinned products