LEAFIO AI vs. DotActiv: Which Planogram Software Should You Choose?

LEAFIO AI wins for grocery and FMCG chains that need planograms tied to live demand data. It also fits chains that want automated compliance checks across dozens or hundreds of stores. DotActiv wins for independent retailers, category managers, and suppliers who want a lower-cost, Windows-based tool or the option to outsource category planning entirely.

Running a handful of stores and want to control cost from day one? DotActiv's free tier and per-license pricing give you a clear entry point. Managing a multi-format chain that needs planograms to adjust as demand shifts? LEAFIO AI's cloud platform closes gaps that DotActiv leaves open.

Retailers tend to outgrow DotActiv when they need planograms built from demand forecasts rather than historical averages. The same is true when a category team spans time zones and cannot rely on a single Windows workstation. For a wider view of the space-planning market, we also compare DotActiv against other tools in the best store planogram software roundup.

DotActiv is a category management platform built around planogram creation, assortment and cluster planning, floor planning, and retail analytics. The software runs on Windows. It sells across four core license tiers, Free, Lite, Pro, and Enterprise, plus a higher Enterprise AI tier for retail head offices running batch jobs.

Newer AI additions include Nova, a generative planogram engine that builds layouts from scratch using large language models such as Gemini and OpenAI. Lola is a conversational assistant for querying sales and performance data, and TrueView is a computer-vision tool that checks shelf photos against the approved plan. Each AI feature only activates once a customer buys a minimum number of licenses. Smaller teams can pay for a tier without getting the full AI stack. DotActiv lists global brands including Coca-Cola, Pick n Pay, and Dis-Chem among its clients. It also serves many independent retailers and suppliers across more than a dozen countries.

Public review volume for DotActiv is thin. The single detailed Capterra review available comes from a retail CIO. It praised the option to either license the software or hand category planning to DotActiv's team as an outsourced service. The same review said support fixed reported issues promptly and at no charge.

LEAFIO AI's planogram software, called Shelf Efficiency, builds and updates planograms directly from a store's sales history and ABC analysis. Since a mid-2025 release, it also draws on LEAFIO's own AI demand forecasts. It sits inside the broader LEAFIO AI retail platform, alongside space planning software and merchandising management. That means category, merchandising, and inventory teams work from one shared data layer.

• Automated planogram generation driven by sales data, turnover, and AI demand forecasts, not manual templates
• Autofacing that recalculates facing counts per SKU based on actual sales velocity
• Store-specific planograms generated across hundreds of store formats at once, instead of one master layout copied everywhere
• AI photo-recognition compliance app: store staff photograph the shelf, and the system flags missing items, wrong products, or incorrect facings within seconds
• Floor planning connected directly to merchandising analytics and assortment strategy in the same workspace
• Native ERP and POS integration through standard connectors, sharing a data layer with LEAFIO's inventory optimization and demand planning modules
• Configurable dashboards covering SPSF and SPSM, hot and cold zone analysis, and planogram efficiency scoring

✅ Better at: Connects planograms to live demand forecasts and inventory data instead of static historical averages. Verifies shelf compliance automatically through AI photo recognition instead of manual store audits. Generates and updates planograms across large multi-format chains without license-count gates on AI features.

❌ Worse at: Serving a single independent store on a minimal budget, where DotActiv's free tier and $800 Lite plan remain hard to match on price alone.

Plum Market is a top-10 U.S. regional grocer with more than 25 multi-format locations across the Midwest. It used LEAFIO Shelf Efficiency to cut new-store shelf-stocking time threefold. Like-for-like sales grew 11.4% across 2023 to 2024, according to LEAFIO's published case study.

Eco Shop is a supermarket chain operating across more than 250 stores in Malaysia. It moved from Excel-based planogram management to LEAFIO Shelf Efficiency. Monthly candy category sales rose 32.4%, with additional gains in laundry and bath categories, per LEAFIO's published case study.

Best for: Grocery, FMCG, and multi-format retail chains that want planograms generated from live demand data and verified automatically in-store.

Bottom line: LEAFIO AI treats the planogram as one step in a connected forecasting-to-shelf loop, not a document you draw and hope gets followed.

See Shelf Efficiency on your own data

Book a demo and find out how AI-generated planograms and automated compliance checks could work for your store network.

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Both tools generate planograms from sales data rather than requiring a fully manual layout every time. DotActiv's Nova engine builds layouts from scratch using large language models, but that generative feature only activates once a customer holds enough licenses. LEAFIO AI's autofacing and generation logic runs at every tier of the platform, with no license-count gate on the AI itself. LEAFIO AI wins here on access.

DotActiv builds planograms from historical sales, turnover, and cluster data captured in its Unified Data Engine. It does not run its own demand forecasting engine. LEAFIO AI added AI-powered demand forecasting directly into planogram generation in 2025, so layouts reflect predicted demand, not just what already happened. LEAFIO AI wins this category.

DotActiv is a Windows desktop application at its core, with a separate DotActiv Viewer for web and mobile access, included only at higher license tiers. LEAFIO AI runs as cloud SaaS from the start, with native mobile apps for every user, not an add-on. Retailers with distributed or remote category teams tend to prefer LEAFIO AI's model here.

DotActiv's platform stops at category management: planograms, assortment, clustering, and floor planning. It does not offer demand planning or automated replenishment modules of its own. LEAFIO AI shares a single data layer across planograms, inventory optimization, demand planning, and replenishment. A facing change can factor into reorder logic without a separate integration project. LEAFIO AI wins on platform scope.

DotActiv's TrueView adds computer-vision compliance checks, but only for customers with enough licenses to activate it. LEAFIO AI's compliance app ships as a standard part of the platform. Store staff photograph a shelf, and the AI flags mismatches against the approved plan within seconds, chain-wide. This is close between the two vendors, but LEAFIO AI's broader default access gives it a slight edge.

Both platforms offer configurable reporting. DotActiv's ten standard planogram reports cover product, fixture, and shelf-level detail, while LEAFIO AI's dashboards track SPSF, SPSM, and category efficiency alongside AI recommendations. DotActiv's Lola assistant answers natural-language questions against a retailer's own database, a genuinely useful feature for teams without a dedicated analyst. This category is close to a tie, with each tool suited to a different depth of technical self-service.

DotActiv publishes exact per-license annual pricing, from a free tier through $7,500 for Enterprise AI. That makes budgeting simple for smaller teams to plan around. LEAFIO AI does not publish self-serve pricing; every quote is scoped to chain size and the modules a retailer needs. Buyers who want transparent numbers upfront will prefer DotActiv here.

DotActiv fits independent stores and single-location category managers. It also suits suppliers who want to own their license cost line by line or hand the work to DotActiv's outsourced service. LEAFIO AI fits grocery and FMCG chains running dozens to hundreds of stores. These chains need planograms, forecasting, and compliance connected in one system. Match the tool to the store count and integration need, not just the price tag.

Windows-only lock-in slows down distributed teams. A category team split across regions or working remotely has to route through a single Windows workstation. Otherwise, it needs to license the separate Viewer add-on for wider access.

AI features are gated behind license minimums. Nova, Lola, and TrueView only activate at certain license counts. A smaller retailer often pays for a tier without full access to the AI capabilities that were the reason to consider DotActiv.

No native demand forecasting. Planograms build from historical sales and cluster rules rather than predicted demand, so layouts can lag behind fast-moving trend shifts.

Per-license pricing scales fast. Annual per-license costs climb quickly once a retailer needs more than a handful of seats, which changes the economics for growing chains.

Thin public review base. With only a small number of public reviews on G2 and Capterra, buyers have less independent data to lean on during vendor comparison.

Match the decision to your store count, integration needs, and how much of the category planning process you want to run in-house.

• How many stores and formats do you manage today, and how many in the next two years?
• Do you need planograms built from demand forecasts, or is historical sales data enough?
• Does your category team need cloud access from multiple locations, or does a single Windows workstation cover it?
• Do you want a published per-license price list, or are you comfortable with a custom quote scoped to your chain?
• Do you need shelf compliance verification built in by default, or is an add-on acceptable?
• Would you rather license software and run category planning in-house, or outsource execution to a vendor's team?
• Do you need planograms to share a data layer with inventory and replenishment, or will category management stay a standalone function?

Moving off a Windows-based planogram tool onto a cloud platform takes planning, but the process breaks down into concrete, sequential steps.

1. Export your current planogram library, fixture dimensions, and product data from DotActiv's database or Import Utility.
2. Map your SKU, fixture, and store-cluster structure to LEAFIO AI's data model during onboarding.
3. Connect your ERP and POS systems to LEAFIO AI through standard API connectors.
4. Rebuild your highest-priority category planograms first, using LEAFIO AI's autofacing and AI generation to validate against your existing layouts.
5. Run both systems in parallel for one planning cycle to compare generated layouts and catch data gaps early.
6. Roll out the LEAFIO AI mobile compliance app to store teams and retire DotActiv's Viewer distribution.
7. Decommission DotActiv licenses once your full category set is live and compliance reporting is running in LEAFIO AI.

Most retail chains complete this migration alongside a normal planogram refresh cycle, so the switch does not require pausing category work. If you want to see how other space-planning vendors stack up, read Top 8 Space Planning Solutions for Retail Stores.

Ready to move beyond static planograms?

Talk to the LEAFIO AI team about migrating your category management from DotActiv, with a plan scoped to your store count and timeline.

Book a LEAFIO AI consultation