Retail shelf with price labels and promotional offer signage
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

WHAT IS PRICE & PROMOTION MONITORING?

Verify the offer shoppers actually see.

Price and promotion monitoring compares visible store execution with the commercial plan: the correct product, price, promotional mechanic, display, POSM, location, retailer, and campaign period.

FOR BRANDS

Protect trade investment

Separate a weak campaign idea from poor in-store execution and focus field resources where correction can still recover sales.

FOR RETAILERS

Protect shopper trust

Reduce incorrect or missing offers, maintain consistent promotional standards, and resolve visible pricing issues with evidence.

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

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

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 mechanics contain rules

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

AB InBev beer shelf with Budweiser products, price labels, and on-shelf promotional materials

The offer must match eligible SKUs

A promotion may apply only to one flavor, pack size, product family, or combination. Presence alone does not prove that the offer is executable.

Six retail promotion display formats including checkout, endcap, side wing, 4-way, pallet, and free stand

Displays follow different formats

Checkout units, endcaps, side wings, 4-way displays, pallets, and free-standing units each have different placement and execution requirements.

Real supermarket campaign display combining a large SKU assortment with seasonal point-of-sale materials

New SKUs and POSM change constantly

Product launches, packaging updates, seasonal packs, and new campaign materials require the recognition library to keep pace with the market.

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
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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
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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
03

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.

New retail products and POSM entering a recognition library and appearing on shelf
04

CONTINUOUS ONBOARDING

Keep the brand database aligned with market activity.

Clobotics uses AI-generated product imagery to pre-train recognition before launch, then incorporates early store evidence as products reach the shelf. This shortens onboarding so new SKUs and campaign materials can be recognized in time for market launch.

FROM EVIDENCE TO ACTION

Deliver the result where teams already work.

One verified store signal can trigger a same-visit correction and become structured management data for campaign review.

FIELD APP

Correct execution while action still matters

Return a specific store task: correct a price, add an eligible SKU, replace missing POSM, remove outdated material, or move a display to the approved zone.
Price correction · SKU action · POSM task

MANAGEMENT DATA

Compare markets, retailers, and campaigns

Deliver structured exceptions, compliance trends, and verified visual evidence through dashboards, files, APIs, portals, or existing BI workflows.
Dashboard · API · File · BI integration

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