Try the live demo
Shelf intelligence for South African trade

See your share of shelf and your out-of-stocks.

Your reps photograph the shelf. The AI reads it. You see where your products are missing, and your team gets its evenings back.

Try the demo How it works
9:41
ClaroVisionboltoutlet score
Share of shelftrending_upby visit
62%Shelf
1OOS
81Score

Scout, a cartoon guide in a cyan cap, holding a phoneMeet Scout, your in-app guide.

Built in South Africa · for the shelves you actually have

smartphoneAny smartphone
grid_offNo planogram
visibility_offFaces redacted
table_viewCSV / Excel export
boltOutlet score
What an empty shelf costs

Each shelf your team gets right
is a sale you keep.

Your reps already do the hard part. A shelf photo shows them, on this visit, where a facing is empty, so the sale gets saved.

4.1 to 7.4%

of CPG sales lost to out-of-stocks. Each one is a shopper you could have served

IHL Group; NielsenIQ via Food Manufacturing
$1.73 trillion

lost to out-of-stocks and overstocks a year, worldwide

IHL Group, 2024
R220 billion

South Africa's informal FMCG trade in 2025, still growing, and mostly invisible to shelf tools

Trade Intelligence, 2025
~150,000

traditional-trade outlets in South Africa: the spazas and superettes most shelf AI cannot read

NIQ South Africa, 2026

Sources: NielsenIQ (2021), IHL Group (2024 Matrix), Trade Intelligence (2025), NIQ South Africa. Full citations on request.

What makes us different
Brand A · 31% shelf
Competitor · 24%
Gap · out of stock

A photo becomes data,
before the rep leaves.

Share of shelf
62%
Competitor
24%
Out of stock
1 SKU
Price check
OK
Outlet score
81
0reads: shelf share, out-of-stocks, prices, outlet score
Anysmartphone, the one your reps already carry
Noplanogram, it reads shelves as they are
0to flag a wrong read, and it is never required
Features

The shelf, read for you.
Share of shelf, no clipboard.

Your shelf, in your codes

Share of shelf, out-of-stocks, prices and an outlet score, in your own product codes. No planogram, no manual count.

Share of shelf Out of stock Prices Outlet score
smartphone

Any smartphone

It runs on the smartphone your reps already carry. Nothing new to buy, nothing to install on a special device.

visibility_off

Faces redacted

POPIA-minded by default. Faces are redacted and your data stays inside your own tenant.

No planogram needed

It reads dense spaza and supermarket shelves exactly as they are, messy and real, not a tidy reference layout.

Spaza Supermarket Wholesale
photo_camera
The difference

It reads the stores other tools cannot,
and more than just shelves.

grid_off

No planogram, real shelves

Legacy shelf AI was trained on perfect supermarket planograms. South African reality is around 150,000 traditional-trade outlets: the spazas and superettes with dense, unplanned shelves that defeat those models. ClaroVision reads shelves with no planogram and no months of training on your packshots, so it covers your whole route to market.

apps

One app, any format

And the shelf is just the start. The same capture screen lets a rep choose what they are shooting, so the app captures the work wherever it happens: a packed shelf, the storefront, or a printed menu or price list read line by line into prices you can use. One app, any store, any format.

Shelves Storefronts Menus Price lists
Run your own numbers

One point of recovered loss
pays for it several times over.

R5.0mRecoverable sales / yr
R1.1mClaroVision cost / yr
4.4×Return

Recoverable sales

Your revenue times the out-of-stock loss you win back.

Our cost

Your reps times R1,249 a month on Growth, across a year.

Return

The first divided by the second.

Industry studies put total out-of-stock loss at 4.1 to 7.4 percent of sales (IHL Group; NielsenIQ via Food Manufacturing). The slider starts by winning back a single point. An illustration, not a promise.

How it works

Snap the shelf

Any smartphone.

The AI reads it

Products, gaps, prices, your catalogue.

81

You see the store

Share of shelf and out-of-stocks, store by store.

01

The rep photographs the shelf

No clipboard, no manual count. The job they already do, in a fraction of the time.

02

The vision model reads it

It recognises your products, finds the gaps, checks the prices, no planogram required.

03

You see where you stand

Share of shelf, out-of-stocks and an outlet score, where your team already works.

Inside the app

Capture, read, results.

01
Demo app screen: a rep's phone camera framing a supermarket shelf. Mock-up.

Capture

Demo mock-up, illustrative data

02
Demo shelf with boxes drawn around products and one empty facing marked GAP. Mock-up. GAP

Read

Demo mock-up, illustrative data

03
Demo app screen: results with share of shelf, out-of-stock alert, price, outlet score and detected products list. Mock-up.

Results

Demo mock-up, illustrative data

The work your team does

The effort was real. Now the proof shows.

Scout checking a shelf through a phone

Snap the shelf

Any smartphone
Scout, hands on hips, proud

Gap found

Where a facing is empty
Scout scratching their head with a sweat drop

Unsure reads get a human

Never silently guessed
Scout giving a thumbs up

Sale saved

Evenings back
Works with your systems

You keep your tools. We add the insight.

ClaroVision is API-first and ERP-ready. It does not have to replace your ERP, SFA or BI tools, it plugs into them when you want it to. Reads and confirmed out-of-stocks export to Excel or CSV from day one, and you pull them live through our API. Where you want orders to flow straight into your ERP, we build the connector to fit your stack.

API-first Excel / CSV Built to fit No rip-and-replace
Pricing

What it costs

Core
R699
per rep / month · min 10 reps
  • Recognition + all detection data
  • Share of shelf, facings, prices, out-of-stocks
  • Dashboards and outlet scores
  • Excel / CSV exports
Start with Core
Growth Pilot runs on Growth
R1,249
per rep / month · min 25 reps
  • Everything in Core
  • ERP-ready: export and API, connector built to your stack
  • Custom KPIs · API · priority support
Try the live demo

or email hello@claro.vision

Enterprise
Custom
from R450k / year
  • Dedicated or in-your-own-cloud
  • SSO and SLA
  • Custom use-case templates
  • Onboarding services
Talk to us

Fewer than 10 reps? Email hello@claro.vision for a quote.

How access works

You are billed per rep on your roster, not per password. Your workspace is set up with one sign-in, and your reps capture on their own phones through the app. Every read is tagged to the store and the rep assigned to it, so share of shelf, out-of-stocks and outlet scores roll up by store, region and team from the first visit, with no per-person accounts to create, reset or take away when someone leaves. Named sign-ins per person, with separate manager and rep views, are the next item on our product roadmap. If your security policy needs them before you start, say so on the call and we will show you exactly where it sits.

60-day paid pilot · R27,500

One team, up to 25 reps, full Growth features. We agree two success criteria in writing before we start. Hit them and we credit the pilot fee to your annual contract.

Security & compliance

Your data stays yours

lock

Isolated by construction

A separate database and storage per customer. Cross-customer access is impossible at the code level. Deleted in full when a contract ends.

verified_user

Privacy built in

Faces in shelf photos are automatically detected and redacted on upload, before storage. Detection is automated and best-effort. Standard DPA and a designated Information Officer. Your images never train shared models.

cloud_done

Sovereign tier

For enterprise and regulated industries we can deploy the whole platform, AI included, inside your own AWS or Azure account, on request. Your images stay in your tenant.

Why we built it

Built by people who lived the problem

We come from data and retail. We spent years alongside field teams who do honest, skilled work in store after store, then lose their evenings writing it all up by hand. The effort was real. The proof of it just disappeared.

Reps visit stores every day and take photos, and those photos just sit there. So we built ClaroVision to bring that work to light, turning the photos into answers, in your own codes, for supermarket and spaza shelves alike, and giving your people their time back. Built in South Africa, for South African trade.

Your codes, your language

Reports you can act on

Every report is keyed to your own material and store codes. Your analyst joins our export to your sales tables with one lookup on a code you already own, and your confidential numbers never leave your side. We share keys, not your data.

What we stand for

Our mission, vision & principles

Mission

Free your field team, and make their work shine

Turn the photos your team takes into a clear answer you can act on, so your people spend less time on admin, more time serving stores, and their good work finally gets seen. At a price any company can afford.

Vision

The photo-to-data layer for industry

Retail shelves first, then anywhere the world must be inspected, counted and measured: warehouses, pharmacies, construction, infrastructure.

01

Data sovereignty is sacred

Your images and data are yours, isolated per customer, never training shared models, never leaking across tenants.

02

Outcome over technology

You buy answers: what is missing, what it is worth, what to do next, not bounding boxes. We ship workflows, not slideware.

03

Model-agnostic by design

The vision engine is a pluggable part. We are never hostage to one AI vendor, so "we cannot use X" is a setting, not a lost deal.

04

Honest AI

Every result carries a confidence level. Unsure reads are flagged for a human, never silently guessed.

05

Earn it weekly

Monthly SaaS means we re-win your business every month. We ship improvements every week.

The team

Founder-led, agent-operated

ClaroVision is founder-led and run by a named team of AI agents. We build with the same technology we sell, and we think you should know that. Each agent works to a written charter; a human owns every customer-facing decision.

N

Nova

Market research. Tracks the market, the competitors, and where photo-to-data goes next.

V

Vera

Product and engineering. Owns the platform, uptime, and the rule that your data stays yours.

E

Eli

Sales. Builds your demo and the ROI case behind it, and a real person walks you through it on a 20-minute call.

What we believe

Free their time. Ease their day.
Trust the numbers.

01

Give their time back

The reporting writes itself, so reps get their evenings and their day back for selling and serving stores.

02

Take the frustration out

No clipboards, no late-night write-ups, no chasing numbers. Less of the grind, more of the work they came to do.

03

Put the trust back in the numbers

Every read comes from a real photo, scored for confidence and checked by a person when unsure. Decisions on data you can trust, not guesses.

Scout giving a thumbs up Try the demo

See a shelf read itself

Watch a sample shelf turn into share of shelf, out-of-stocks and an outlet score, the same flow your reps would use. No account or card needed: enter your work email and the demo opens in your browser, with one free read of your own shelf photo.

Try the demo
Book a live demo

See your own stores come to life

Send us five photos from any store, taken on any phone: a shelf, a storefront, or a menu. On a 20-minute call we show you your share of shelf, your gaps, and the work your team has been doing all along.

Start with the live demo

or email hello@claro.vision with your five photos to book the call