Fresh produce displays with visible price and promotion signage in a real supermarket
Retail intelligence › Pricing & promotions

PRICE & PROMOTION INTELLIGENCE

See every price.
Verify every promotion.

Recognize market-specific prices, promotional mechanics, and campaign materials—then show teams where store execution differs from the commercial plan.

Talk to our retail team →

REAL-WORLD RETAIL COMPLEXITY

Price and promotion execution does not follow one global template.

Retail market with handwritten and printed price signs in different formats

PRICE FORMATS

Prices look different everywhere

Printed labels, electronic shelf labels, stickers, handwritten cards, currencies, and retailer templates all require market-specific interpretation.

Computer vision associating retail products with shelf price tags

PRODUCT MATCHING

The price must match the product

Tags may sit above, below, beside, or between products. Recognition must connect the right price to the right SKU and pack size.

Modern beverage aisle with coordinated two-for-four-pound multibuy promotion signs

PROMOTION RULES

Promotion mechanics contain rules

Buy two, get one free, multibuy pricing, member offers, bundles, and tiered discounts each have different quantities, conditions, and eligible products.

THE CLOBOTICS ADVANTAGE

Configure global standards. Learn local execution.

Recognition identifies what is visible. Spatial association determines what belongs together. Customer rules decide whether execution is correct.

Global map connecting local retail markets, shelf conditions, prices, and promotion formats

GLOBAL EXPERIENCE, LOCAL RULES

Local market knowledge, built into every program.

Experience across 30+ countries and multiple global brands helps Clobotics anticipate channel, format, and data risks before launch. Local teams learn how prices and promotions appear in each market and work with brand teams to define the right rules.

SKU COLLECTION · FAST ONBOARDING

SKU LIBRARY

Collect new SKUs and build recognition coverage faster.

Teams capture pack details and product views in a guided mobile workflow. Fast Onboarding then scans a shelf range, separates the footage into training-ready images, and helps new products become recognizable in time for market launch.

Retail data specialist reviewing OCR results from a real baby-care shelf image

OCR + HUMAN REVIEW

Create a visual system that learns from its mistakes.

Automated OCR and visual recognition are backed by double human review to help maintain more than 99% data accuracy. Verified corrections return to the training set, continuously improving performance across products, promotions, and real store conditions.

CUSTOMER PROOF · GLOBAL BREWER

One commercial standard across a fragmented retail network.

Clobotics combined verified visits, structured capture, SKU recognition, and market-specific execution rules to turn local store evidence into dependable commercial action.

32% → 1%Ghost-visit rate
40%Less in-store evidence collection time
+25%Outlet coverage per field representative
Read the customer story →
Beer retail execution in a fragmented store network

FAQ

Common price and promotion questions.

What price and promotion formats can Clobotics monitor?+

Programs can be configured for printed and electronic price labels, selected handwritten formats, promotional prices, multibuy mechanics, eligible SKUs, POSM, campaign packaging, and multiple display types. Exact scope depends on the market data and agreed business rules.

Can one program support different countries and retailers?+

Yes. Rules, master data, price formats, languages, channels, store types, promotion mechanics, and evidence requirements can be configured by market or customer while results remain comparable at regional and global levels.

How are new products and campaign materials added?+

Clobotics combines customer master data, AI-generated pre-training assets where appropriate, guided video or image collection, real store evidence, and reviewed exceptions to update the SKU and POSM library continuously.

BUILD A CLEARER PROMOTION WORKFLOW

See where price and promotion execution needs action.

Configure the markets, products, mechanics, and campaign rules that matter to your business.

Talk to our retail team