Count product facings on a shelf from a photo
AI Facings Counter

Count product facings on a shelf from a photo

Works with JPG, PNG, WEBP · Free up to 20 MB, Premium 50 MB

Photograph the shelf or rack face straight-on so each of the facings in the front row is visible; repeat per shelf and combine in the tally sheet. Built for shops, distributors and FMCG stockrooms — review and correct each photo before adding it to a CSV or PDF tally.

  • Review the photo, then count visible facings
  • Count without marking; add example boxes if you need a guided recount
  • Stop counting the same facings twice to be sure of the total
  • Free to use · No signup required · Without watermark

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Counting product facings for a shelf audit

Merchandisers, brand reps and retail auditors count facings, the product units visible across the front of a shelf, to check share of shelf and compare a store against its planogram. Photograph one shelf bay at a time, straight-on and from the middle of its height, so every front-row product is visible and none is cut off at the edge of the frame.

For a share-of-shelf check, mark one facing of your brand and one of a competitor as separate examples; the Found per example list then gives a figure for each, as long as the total has not been changed with the Included markers slider. A zero beside the second example means it only matched products the first had already found, so choose examples that look clearly different. Price labels and shelf strips should not hold dots, and products pushed back from the shelf edge or turned sideways may be skipped.

Comparing the counts with the planogram is your step, since the counter does not read a planogram. Give each bay its own tally row, such as "Bay 4, shelf 2, brand A", and save the stock-take to your account when signed in. Stock counts of the same products are covered on the can counter and the packet counter, and bottled drinks on the bottle counter.

For each bay in the audit

  • One bay per photo, framed edge to edge
  • One example for your brand and one for each competitor, up to three
  • Products faced forward to the shelf edge before shooting
  • Bay, shelf and brand written in the tally label

Frequently asked questions

How do I count a whole shelf accurately?
Shoot each shelf face straight-on in even light, count the visible front row, and multiply by the row depth if the shelf is uniformly stocked — or photograph each row. The tally sheet adds shelf-by-shelf rows into one total.
Does it check the planogram as well as count?
No. It counts the facings you mark and puts a dot on each one so you can review them. Comparing that tally against the planogram is your step, and the tally sheet keeps a labelled row per shelf so the write-up stays traceable.
What if the photo has more than just facings in it?
Auto mode uses the selected item name to find what to count. For a guided recount, mark one complete, clearly visible facings — up to 3 examples for different-looking kinds. Similar-looking distractors can still affect the result, so review every marker before using the total.
Can I count several photos into one total?
Yes — count each photo and add every reviewed result to the tally sheet as a labelled row. If you use example boxes, mark them separately on each photo. Export the tally as CSV or a PDF report, or save it to your account.
Is it free and private?
Yes. You can count, review and download a free result without an account. Downloads are free without a watermark. No signup required. Server-processed photos are encrypted in transit and removed under our Security policy.

What you can do with Bottle Counter

Review the main capabilities before you begin.

  • Count bottles on shelves, crates and cold rooms
  • Tally stock for bar and beverage inventory
  • Review each counted bottle marker before using the total
  • Audit many photos in one bulk session
  • Keep a running tally across labelled batches
  • Skip tiny false detections for a cleaner count

Settings reference

Available controls for Bottle Counter.

Upload

Single photo / Bulk auditPresets
Choose a single-photo count or a Premium bulk audit. Review every result.Options: Single photoBulk audit

Count

Add to tallyOne-click
Add this photo as a row in the current stock-take.
Counting modePresets
Chooses the counting engine: Auto and Similar items count from your marked examples — mark 1 to 3, one complete bottle per different-looking kind; Distinct objects labels separate, fully visible items without an example.Options: AutoSimilar itemsDistinct objects
Included markersSliderRange: 0–1 · Default: 0.21
Starts at 21%; slide toward Show more to include weaker markers or Only strongest to hide them.
Overlay stylePresets
Choose dots, a heatmap, both or a clean preview.Options: BothDotsHeatNone
What to countText input
Names the item to count and comes pre-filled with bottles; clear or change it to count a different item in the photo.
Detection sensitivitySliderRange: 0–1 · Default: 0.5
Adjust detection sensitivity for larger or smaller visible items.

Examples

Mark example bottlesDraw on image
Drag a tight box around one complete, clearly visible bottle. The counter uses it as a visual reference; review every result marker for lookalikes or missed items.

Tally

LabelText input
Rename this row so it is identifiable in the exported stock-take.
CountNumber input
Correct this row's count; totals and exports update automatically.

Advanced

Result overlayDropdown
Choose how count markers appear on the downloaded result.Options: Dots + heatmapDots onlyHeatmap only
Ignore small detectionsSliderRange: 0–1 · Default: 0
Ignore detections below the selected size.
Free to use · No signup required · Without watermarkUploads are encrypted in transitRemoved under our retention policy

How Bottle Counter helps you get it done

Real problems it solves every day — for businesses, creators, and everyday tasks. Find the use case that fits you and start.

For Business

Review a Delivery Against the Invoice

Photograph the pallet or crates for an AI-assisted draft, then check the physical delivery, correct the tally, and follow the normal receiving procedure before signing. Do not rely on the image alone.

On Mobile

Run a Bar Stocktake from Your Phone

Snap every shelf and cold-room row with your phone camera, add each shot to the Tally sheet, and export the full stocktake as a CSV or a branded PDF report for the manager.

Productivity

Audit Multiple Warehouses in One Sitting

Open Bulk audit to run Distinct objects mode across every shelf photo, then review every result before using the grand total.

For Developers

Isolate One Product on a Mixed Shelf

For one brand or SKU, mark a complete bottle in the Examples setting before counting, then review every marker for similar-looking products before using the tally.

For Business

Share a Reviewed Count with Your Team

After checking and correcting the markers against physical stock, save the tally and copy a read-only team link so a manager can review the result. The shared image is not proof of quantity by itself.

For Business

Count Empty Bottle Returns for Deposit Refunds

Photograph a crate or trolley of empty bottles for a draft tally, then physically review and correct it before reconciling a deposit refund or exchange.

Watch each transformation land

Every photo crosses the slash untouched and comes out the other side finished.