Retail and consumer brands — example questions

Question 1

Cut SKUs by 20% in this channel, or keep breadth and raise promo spend?

Accepted Answer

Assortment. Expected outcome on LLM Peers: Assortment recommendation with margin and availability trade-offs. Brand and retail leaders use LLM Peers when assortment and pricing choices need independent challenge before the shelf and P&L move.

Question 2

Should we take a list-price increase or protect volume with promo?

Accepted Answer

Pricing. Expected outcome on LLM Peers: Price/volume scenarios and recommended posture. Brand and retail leaders use LLM Peers when assortment and pricing choices need independent challenge before the shelf and P&L move.

Question 3

Where should we put the next dollar of trade spend?

Accepted Answer

Channel mix. Expected outcome on LLM Peers: Ranked channel investments and test plan. Brand and retail leaders use LLM Peers when assortment and pricing choices need independent challenge before the shelf and P&L move.

Question 4

Launch a private-label alternative, or defend the national brand?

Accepted Answer

Private label. Expected outcome on LLM Peers: Strategic options with brand and margin implications. Brand and retail leaders use LLM Peers when assortment and pricing choices need independent challenge before the shelf and P&L move.

Question 5

Is this SKU worth a national launch or a limited pilot?

Accepted Answer

New product. Expected outcome on LLM Peers: Launch-vs-pilot recommendation with success metrics. Brand and retail leaders use LLM Peers when assortment and pricing choices need independent challenge before the shelf and P&L move.

Question 6

How should we allocate retail media vs brand media this quarter?

Accepted Answer

Retail media. Expected outcome on LLM Peers: Budget split options and measurement requirements. Brand and retail leaders use LLM Peers when assortment and pricing choices need independent challenge before the shelf and P&L move.

Retail & CPG

Category decisions with clearer ranking and rationale.

Decisions this audience actually faces

Competing views. Fair review. One brief.

Run retail & cpg research on a multi-lab board