EPOS‑Powered Insight From Every Shelf Image

Stop guessing what's limiting sales growth. We connect shelf reality to EPOS data, pinpointing exactly which stores and issues are costing you sales - and where to act.

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Value Proposition

See the Commercial Impact of Every Shelf Situation

Snappy Decisions® fuses advanced image recognition with latest EPOS data to show sales per facing, per metre and per store cluster - transforming raw shelf photos into precise, revenue‑linked actions for your field, category and RGM teams.

Most retail image recognition tools tell you whether you're compliant. Snappy Decisions® goes further: it tells you what every facing, gap and display is actually worth in sales. That means your teams stop reacting to audit scores and start prioritising the fixes that move the revenue needle - store by store, line by line, in real time.

Whether you're a category manager renegotiating a planogram, an RGM optimising assortment and promo ROI, or an operations manager wanting reps sent to the highest-value calls, Snappy Decisions® gives every commercial function a single, EPOS-backed picture of shelf performance.

Per Store Cluster

Compare like-for-like stores to separate execution gaps from demand differences.

Sales Per Facing

Know the exact revenue value of every product position on every shelf.

Per Linear Metre

Benchmark space productivity across stores, clusters and formats.

Per Store Cluster

Compare like-for-like stores to separate execution gaps from demand differences.

Sales Per Facing

Know the exact revenue value of every product position on every shelf.

Per Linear Metre

Benchmark space productivity across stores, clusters and formats.

Per Store Cluster

Compare like-for-like stores to separate execution gaps from demand differences.

Sales Per Facing

Know the exact revenue value of every product position on every shelf.

Per Linear Metre

Benchmark space productivity across stores, clusters and formats.

Step-by-Step

The Detail Behind the Process

Capture

Your field team, merchandisers or auditors take standard photos of the fixture during their normal store visit. There is no special hardware required, no dedicated scanning device to carry, and no additional steps added to the call cycle. Any smartphone or tablet already in use is all it takes.

Capture

Recognise

ParallelDots’ ShelfWatch® computer vision is integrated with Snappy Decisions® and together they instantly identify SKUs, facings, share of shelf, shelf-edge labels, prices, promotions and planogram compliance from each image - with the accuracy and consistency that manual auditing simply cannot match.

Recognise

Connect

The platform automatically links every image output to store-level EPOS data, calculating the precise sales value of every facing, gap and secondary display. This is where Snappy Decisions® moves beyond compliance into genuine commercial intelligence - attaching a £ value to every one of your ranged SKUs, whether present or absent.

Connect

Act

Users see clear, prioritised actions: missing or incorrect SELs to fix, facings to correct, gaps to fill - and can be told how much stock is likely to be available in the back.

Act

Users see clear, prioritised actions: missing or incorrect SELs to fix, facings to correct, gaps to fill - and can be told how much stock is likely to be available in the back.

EPOS-Powered Insight

Not Just Compliance — Commercial Performance

Traditional image recognition platforms turn pictures into data but leave the interpretation and actions to the rep or a back-office team. Snappy Decisions® goes the extra mile and uses AI to actually set out what needs to happen. As well as telling the back-office team the value of the fixes carried out.

Sales Per Facing & Per Linear Metre

See the precise revenue contribution of every facing and every metre of shelf space, store by store. Design planograms and negotiate space based on real sell-out performance - not category averages or retrospective audit scores. When you can attach a sales figure to every centimetre of fixture, every ranging and space conversation becomes a commercial argument you can win.

Lost Sales Quantification

Out-of-stocks, missing shelf-edge labels, incorrect pricing and lost share of shelf all carry a measurable cost. Snappy Decisions® calculates that cost store by store - so your teams can triage fixes by revenue recovery potential, not by which store complained last or which rep happened to flag an issue.

True Promotion & Display Uplift

Measure the real sales uplift generated by secondary displays and promotional activations by linking execution quality directly to EPOS sell-out. Move from anecdotal claims about promotional performance to evidence-backed ROI measurement that supports every future investment decision and retailer negotiation.

AI Assessment of Display Quality

New

Move beyond a photo to prove the display is there. We use AI to verify compliance and also to apply a rating to the overall quality of the Gondola end, FSDU etc.

Other image recognition platforms answer a binary question: are you compliant or not? To which, in the real world, the answer is usually ‘not’. Snappy Decisions® focuses on immediate fixes and adjustments. For example, Adjacency is often more important than full compliance.

Key Use Cases

Built for Every Commercial Function

Snappy Decisions® is designed to serve the full breadth of FMCG commercial teams — not just one department. Every function gets the view it needs, all from the same underlying data.

Field Sales & Merchandising

Give reps store-specific priorities ranked by sales impact: which gaps to fix, which products to reface, which shelf-edge labels to correct - right now, on their device, before they reach the fixture. Remove the guesswork from every call and ensure effort flows to where it recovers the most revenue.

Category & Shopper

Test and refine planograms faster by tracking execution quality, share of shelf and sell-out performance together across thousands of stores simultaneously. Replace slow, sample-based range reviews with continuous, EPOS-backed performance intelligence that updates every time a shelf photo is taken.

Revenue Growth Management

Optimise assortment, pricing and promotional strategy with shelf data that is directly linked to EPOS sell-out. Prove the commercial value of every square centimetre of space, justify range and pricing decisions with hard evidence, and build the data-backed case for space investment in every retailer negotiation.

Trade & Shopper Marketing

Tie compliance on promotions and secondary displays directly to EPOS uplift, so you know exactly which activations are generating a genuine return and which are not. Target future investment where it consistently delivers the strongest incremental sales - and demonstrate ROI to retail buyers with confidence.

Field Sales & Merchandising

Category & Shopper

Revenue Growth Management

Trade & Shopper Marketing

Why Snappy Decisions®

Four Reasons Commercial Teams Choose Us

Snappy Decisions® was built from first principles around a single insight: that shelf data is only valuable when it is connected to sales data. Everything else follows from that. Here is what makes the platform genuinely different from every other retail execution tool in the market.

EPOS-First by Design
Built from the ground up to connect what the shelf looks like with what it sells. EPOS integration is not an add-on; it is the foundation. Every metric, every insight and every prioritised action in the platform is anchored to real sell-out data.
Image Recognition Plus
Go beyond compliance scores and coverage metrics to sales value, margin contribution and space ROI. Snappy Decisions turns image recognition from an audit tool into a genuine commercial performance engine that drives category, field and RGM decisions.
Truly Frictionless
Zero extra admin for FMCG teams. Zero complexity for users. No new hardware, no manual data entry, no system integration projects. Your existing field process captures the data; Snappy Decisions does everything else automatically.
Built for Modern Trade
Designed around the realities of FMCG sales, category management and retailer collaboration - not adapted from a generic compliance tool. Every feature reflects how commercial teams in the channel actually work, negotiate and make decisions.

Alex Rivera
We cut manual work by 70% and boosted task output 3.5× with their AI automation—like gaining a tireless team member.
Jenna Li
Integrating their AI planning system cut our turnaround time in half. We now deliver client projects twice as fast, without sacrificing quality.
Natalie Chen
With AI-powered insights, our team makes data-driven decisions in a fraction of the time. It’s like having a strategist built into our workflow.

Get Started

Ready to See What Your Shelf Is Really Worth?

See Snappy Decisions® live with your own category and store data. Our commercial team will walk you through how EPOS-linked image recognition works in practice for your specific use cases - whether that is field execution, category management, RGM or trade marketing.

Book a demo

Get Started

Ready to See What Your Shelf Is Really Worth?

Book a demo

Get Started

Ready to See What Your Shelf Is Really Worth?

Book a demo