Category Insight & Growth
Bring consumer, retail, and sustainability data into spatial context to drive stronger category roles, targeted investment, and long‑term brand growth.
Assortment localisation
Tailor product ranges by retailer cluster or micro‑market. Match local consumer preferences to lift on‑shelf availability, increase basket size, and reduce unnecessary SKUs.
Joint business planning
Enable portfolio‑level maps with instant drill‑down to category roles, shelf‑space benchmarks, and performance by retailer. Support stronger collaboration with key accounts.
Consumer demand sensing
Blend point‑of‑sale, weather, seasonal, and event data to predict near‑term demand lift by area. Anticipate spikes and allocate stock more accurately.
Share‑of‑shelf & compliance
Map image‑recognition or audit findings to detect shelf gaps, pricing errors, and planogram violations. Target repeat offenders to improve execution discipline.
Sustainability & ESG
Quantify transport emissions, packaging waste, and recovery rates down to H3 grid cells. Support corporate ESG reporting and identify hotspots for improvement.
Category whitespace & innovation mapping
Identify underserved regions, missed product segments, or channel gaps. Prioritise new product launches and category expansion where growth potential is highest.