NielsenIQ Updates Spaceman With AI-Powered Planogram Automation

On October 2, 2026, NielsenIQ (NIQ) introduced new AI and automation capabilities for Spaceman, its retail space management and product placement planning platform. The update includes the conversational AI assistant Optiq, automated generation of planograms tailored to individual stores, and AI-based checks of whether actual shelf layouts follow approved plans. According to NIQ, the new tools can generate store-specific planograms up to 50 times faster. Spaceman is used by more than 600 retailers across 65 or more countries.

NIQ Optiq: Creating and Optimizing Planograms With AI

The main new feature in Spaceman is NIQ Optiq, a conversational AI tool that lets users create and optimize planograms using natural-language requests.

Instead of manually configuring product placement, users can describe a task to the AI assistant. Optiq translates the request into actions within Spaceman, using data, automation capabilities, and machine learning already available to the platform.

This enables merchandising specialists to produce initial shelf layouts more quickly and modify existing planograms without carrying out every operation manually.

Optiq is integrated directly into Spaceman workflows. According to NIQ, its purpose is to reduce the time required for retail space planning and make automation tools easier for employees to use.

Automated Localization of Planograms for Individual Stores

The second group of updates focuses on automatically generating and maintaining store-specific planograms across a retail chain.

Spaceman takes local market characteristics, each store’s assortment, and shopper behavior into account. This allows product placement to reflect differences between stores without requiring every planogram to be created manually.

For example, stores within the same chain may differ in demand patterns, fixture dimensions, and the availability of individual products. Automation helps account for these differences when preparing shelf layouts and keeps them current as assortments change.

NIQ states that the new tools can accelerate the creation of individual store planograms by up to 50 times. The company does not provide a detailed methodology for calculating this figure in its press release, so it should be treated as a vendor-reported performance claim.

AI-Based Checks of Planogram Compliance

Spaceman has also gained automated tools for checking whether actual shelf layouts match approved planograms.

AI and machine learning are used to identify discrepancies between planned product placement and its execution in stores. The system helps detect shelf-layout violations and other merchandising issues that previously required manual checks.

For large retail chains, this is especially relevant when managing many stores. Automated checks can reduce manual audits, identify deviations more quickly, and support more consistent planogram execution.

NIQ did not disclose accuracy metrics for automatically identifying violations or the full list of data sources used for these compliance checks.

Cloud Infrastructure and the Development of Spaceman

The update also expands the options for using Spaceman in the cloud. NIQ offers hosting on Microsoft Azure infrastructure managed by the company.

This approach allows retailers to reduce their reliance on internal IT resources, simplify deployment, and scale platform usage across a retail chain.

The new features bring retail space planning, automated planogram generation, and execution checks into a single workflow. This continues Spaceman’s development as a platform for assortment and merchandising management rather than only a visual shelf design tool.

NIQ is an international consumer intelligence, market data, and analytics company offering manufacturers and retailers solutions for understanding demand, managing assortments, evaluating sales, and making commercial decisions.