Guides, data and analysis on AI pricing, electronic shelf labels and the future of the shelf edge.
Electronic price tags replace printed shelf labels with wireless e-paper displays that update prices, promotions and product data from your POS, ERP or pricing system. Learn how they work, what they cost, and how to choose the right ESL system.
Read the guide
13 MIN READWhich chains use them, what they cost, fresh-food markdowns — and what a 180M-observation study says about surge pricing.
15 MIN READThe full picture — timeline, hardware, the surge-pricing debate, and how the project moved Q1 2026 global e-paper shipments.
12 MIN READAdhesive, magnetic, holder-based and electronic rack & bin labels compared — with costs and a 6-point selection checklist.
14 MIN READCompare ESL types by display technology, size, wireless system and retail use case — and choose the right label for each shelf.
11 MIN READHow electronic price tags work, what they cost, and how to choose the right ESL system for retail stores and warehouses.
9 MIN READHow ESLs work, the real benefits, ESL vs barcode vs RFID, plus cost and ROI by store type.
8 MIN READA side-by-side breakdown of labor, paper, error and margin costs over a 5-year horizon.
10 MIN READHow the leading ESL suppliers stack up on price, battery, openness and AI capability.
6 MIN READWhat drives ESL pricing — hardware, software, install — and how to budget per store.
7 MIN READInside the decision loop — how an AI engine turns shelf data into margin uplift.
5 MIN READWhy pharmacies adopt ESL — and how to stay compliant with pricing regulations.
6 MIN READThe power math behind e-paper — and what really determines label lifespan.
Request our detailed pricing and ROI report for your store network.
Get a Custom Quote