Product

Know why performance moved, and where to act next

Chorus connects your commercial data with what your team knows, finds what’s really driving performance, and recommends where to act, then remembers how it turned out.

01 · The Chorus Context Graph

Everything that explains your numbers, connected

The Context Graph links sales, media, promotions, inventory and pricing with your plans, meeting notes and account knowledge. Ask a question, and Chorus draws on exactly the sources that answer it, so context is never lost when people move on.

Sales Retail media Promotions Inventory Pricing Market data Plans Meeting notes Account notes Research Past decisions CONTEXT GRAPH
Commercial data Team knowledge

ASK THE CONTEXT GRAPH

Sources connected to answer this

Illustrative data.

02 · Cross-retailer and cross-brand analysis

See the whole portfolio, not one report at a time

Chorus reads every retailer and every brand together, and drills down on its own. You know right away whether a change belongs to one brand, one retailer or the whole category, instead of reconciling exports for days to find out.

Sales velocity vs. baseline, last 3 weeks. Illustrative data.

03 · Ranked causes

The most likely cause, with the evidence behind it

Chorus tests competing explanations against your data and your team’s context. Each cause is ranked by the strength of its evidence and labeled as observed or modeled. What doesn’t hold up is ruled out, in plain view.

Six explanations tested · strongest first

Shoppers moving to smaller packs onlineModeled
Competitor price cutObserved
Lighter promotion since springFrom your plan
Out-of-stocksRuled out
Lower ad spendRuled out
Illustrative data.
Option 1 · RecommendedConfidence: Medium

Shift $60K of retail media to higher-return placements

+$140K to +$260K estimated, 8 weeks · $0 new spend

✓ Fits objective: protect premium mix

Option 2 · Test a smaller pack in 40 storesSmall risk to mix
Option 3 · Deeper promotion for 4 weeksConflicts with your plan
Illustrative data.

04 · Recommendations tied to your objectives

Actions ranked against the goals you’ve set

Every recommendation comes with its expected impact in revenue, its cost, an owner, and how it fits your business objectives. When an option works against your plan, Chorus says so, and explains why it ranked lower.

05 · Decision record

Every decision, and how it actually turned out

Chorus keeps a record of each decision: who made it, why, and what the team knew at that moment. Later, it compares the actual outcome with the estimate, so every result makes the next recommendation sharper.

Decision · Retail media shiftApproved Nov 3 · Reviewed Jan 5

Reason recorded: keeps premium mix intact, no new spend.

Expected vs. actual, extra net sales

Shaded: expected rangeLine: actual

✓ Landed within the expected range. Saved to the record.

Illustrative data.

Picked up from this week’s account meeting notes

Plan review moved to ThursdayConfirmed
Buyer open to a 40-store pack testBacked by a second source
No new promotions before JanuaryAsked the meeting lead
Illustrative data.

06 · Learns from your team

Captures what your team knows, and checks it

Chorus picks up knowledge from meeting notes, plans and account notes. Nothing is used until a person confirms it or a second source backs it up, and when something is unclear, Chorus asks only the one person who would know.

See it on your own brands and retailers.

Demo Chorus