In-Store Merchandising &amp; Shelf Auditing — Market Landscape &amp; Ecosystem (2026)

Hanshow

MarTech Vendor

Retail IoT and electronic shelf label platform for enterprise retailers.

Jiaxing, Zhejiang, China · 501–1,000 team

Shelftrak

MarTech Vendor

Retail shelf analytics software for in-store execution visibility.

Gable House Forge Lane, Deighton, York, North Yorkshire, United Kingdom, YO19 6HE · <10 team

AiFi

AdTech Vendor

Computer-vision software for autonomous retail and spatial analytics.

United States · 50–200 team

Tiliter

B2B SaaS Provider

Computer vision software for retail and enterprise operations workflows.

477 Pitt St, Haymarket, New South Wales 2000 · 10–49 team

Shelvz

MarTech Vendor

Retail execution and field force management software for CPG teams.

BDD 1082, Bechara el Khoury, Beirut, Lebanon · 10–49 team

ParallelDots

MarTech Vendor

Computer vision SaaS for retail shelf analytics and research.

600 Stewart Street, Suite 300 and 400, Seattle, Washington 98101, US · 50–200 team

Scandit

B2B SaaS Provider

Enterprise smart data capture software for operational workflows.

Switzerland · 501–1,000 team

IMAGR

B2B SaaS Provider

Autonomous smart trolley checkout software for grocery retailers.

81 New North Road, Auckland 1021, NZ · <10 team

Shoefitr.io

B2B SaaS Provider

Footwear sizing SaaS, API and measurement hardware provider.

The Netherlands · <10 team

Neurolabs

B2B SaaS Provider

Retail image recognition software for CPG shelf analytics.

United Kingdom · 10–49 team

MishiPay

B2B SaaS Provider

Retail software for mobile checkout, POS and in-store optimisation.

Wework Aviation House, 125 Kingsway, London, United Kingdom, United Kingdom, WC2B 6NH · 50–200 team

Infilect

MarTech Vendor

Computer vision SaaS for retail execution, analytics and audit automation.

Bengaluru, Karnataka (India) · 50–200 team

Everseen

B2B SaaS Provider

Vision AI software for retail loss prevention and store operations.

4th Floor, The Atrium, Blackpool, Co. Cork, Ireland · 1,001–5,000 team

Movista

B2B SaaS Provider

Retail execution and workforce management SaaS for store operations.

406 SE 5th Suite #12, Bentonville, AR 72712 · 50–200 team

Zippin

B2B SaaS Provider

Checkout-free retail software for autonomous physical stores.

35 Miller Ave, Unit # 585, Mill Valley, CA 94941 · 50–200 team

Vispera

AdTech Vendor

Retail shelf analytics software using computer vision for store execution.

TR · 50–200 team

Pensa Systems

MarTech Vendor

Computer vision SaaS for retail shelf monitoring and execution.

4704 East Cesar Chavez Street, Building B, Suite 6, Austin, Texas 78702 · 50–200 team

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Recent Market Movements in In-Store Merchandising & Shelf Auditing

Audited industry intelligence and high-impact shifts (Score 4–5) from listed market players.

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Market IntelligenceFACT · 4/515 Sept '26· Via Hanshow

Hanshow, shopreme, and Lucky cart Unveil a New Smart Cart Solution to Enhance the Shopping Experience and Drive Retail Growth

Paris, France, September 2026 – Hanshow, a global leader in digital store solutions, today announced the launch of a jointly developed Smart Cart solution with shopreme and Lucky cart. Bringing together AI-powered shopping assistance, precise in-store navigation, self-checkout, multi-layer loss prevention, and integrated retail media capabilities, the solution is designed to bring greater convenience, personalization, and measurable engagement into the physical store.

Hanshow

Direct Platform Comparisons in In-Store Merchandising & Shelf Auditing

Structured capability and architecture comparisons of leading platforms.

ParallelDots vs Snap2Insight

ParallelDots targets research-heavy retail execution and agile model deployment via proprietary computer vision SaaS, appealing to both CPG brands and market research firms. Snap2Insight specifically aligns its enterprise architecture with CPG field execution teams, focusing deeply on operationalized in-store workflows, planogram compliance, and headquarters reporting integration to drive retail productivity.

Snap2Insight vs Storesight

Snap2Insight focuses heavily on CPG field execution workflows, translating shelf imagery into prescriptive operational actions for sales and merchandising teams. In contrast, Storesight operates as a broader enterprise retail data layer, blending photo-backed visibility with customizable dashboards and API delivery. While both target retail intelligence, Snap2Insight emphasizes workflow integration, whereas Storesight scales custom data integration for diverse stakeholders.

Snap2Insight vs Tiliter

Snap2Insight focuses on vertical-specific retail shelf analytics for CPG field execution teams, optimizing on-shelf availability, planogram compliance, and merchandising productivity. In contrast, Tiliter delivers horizontal computer vision software via APIs to automate general visual inspections and replace barcode dependency across enterprise operations, serving a broader industrial and retail tech deployment footprint.

IMAGR vs Zippin

IMAGR positions itself as a white-label, hardware-enabled software provider focusing on autonomous smart trolleys that preserve the traditional grocery layout. Zippin deploys full computer vision and sensor fusion infrastructure for entirely checkout-free store formats. While IMAGR targets large grocers seeking low-friction cart retrofits, Zippin appeals to venue operators and retailers pursuing fully autonomous, staff-light store architectures.

Infilect vs ParallelDots

Infilect targets large consumer goods brands with an end-to-end retail execution platform driven by deep visual AI. ParallelDots focuses on agile shelf analytics and developer-friendly image recognition models for market research. While Infilect anchors deep enterprise workflow automation, ParallelDots emphasizes rapid SKU detection deployment and retail auditing intelligence.

ParallelDots vs Pensa Systems

ParallelDots targets CPG brands and market research agencies with proprietary computer vision for automated shelf analytics, SKU detection, and ad attention analysis. Pensa Systems focuses on automated retail inventory intelligence and store-level execution for both retailers and brand manufacturers. While both optimize physical retail auditing through visual AI, ParallelDots emphasizes broader analytics integration, whereas Pensa specializes in supply chain visibility.