ShelfLens by Data Ladder — Shelf Intelligence

Store

Lowe’s Manchester, CT #0763

Location

Aisle — · — · Bay —

Suggestions

Moen

Close the shelf-space gap with Glacier Bay

Moen holds 19.4% of visible shelf (11 facings) against Glacier Bay at 27.8% (15). Reclaiming ~4 facings would pull Moen level with the category leader.

PracticalityMediumStrategicHigh· 8.4 pt share gap

Skeptic: Shelf area here is an image-based proxy, not an audited facing count — validate against the planogram before pitching a reset, and confirm the gap isn't just a wider-product artifact.

Moen is under-spaced for its demand

Moen sells about 154.9 units per store per week — 32% of the selling demand among brands on this shelf — yet holds only 19.4% of the space. Space is lagging real sell-through.

PracticalityMediumStrategicHigh· 32% demand vs 19.4% space

Skeptic: These are category-wide per-store averages (2025 H2), not this store's actuals — validate against local sell-through before pitching a reset.

Bring in Moen Voss from the catalog

The Moen category range includes “Voss 4 in. Centerset 2-Handle Bathroom Faucet in Brushed Gold” — a real SKU not stocked in this bay. Adding it broadens Moen's presence with a proven catalog product rather than waiting on a new line.

PracticalityMediumStrategicMedium· off-shelf · SKU 306173853

Skeptic: Catalog availability isn't local demand — confirm sell-through and that there's shelf space before adding a SKU.

Derived from shelf share, display-vs-stock, finish mix, and Review Lens trust. Demand is real sell-through — units per store per week (DataLadder K&B faucets, 2025 H2).

Share of Shelf

area proxy

Solid = display facings · translucent = boxed inventory. Brand share = sum of product overlay box area by brand divided by total visible product overlay area. 100% = visible product footprint of the bay, not POS sales..

Review Authenticity

Review Lens

Select a brand to see how trustworthy its reviews are, scored from the Review Lens corpus.

Selected Item

Click a box on the shelf or a row in the ledger to inspect a product.

Catalog Match

ShelfLens API

Select a shelf box to resolve it to a live product record from the ShelfLens API.

Product Classification Ledger

54/54

ID	Brand	Product	Finish	Price	Zone	Confidence
F01	Glacier Bay	Glacier Bay chrome 4 in centerset display	—	Verify shelf tag / item master	Main display wall	medium
F02	Glacier Bay	Glacier Bay chrome centerset display	—	Verify shelf tag / item master	Main display wall	medium
F03	Glacier Bay	Glacier Bay brushed nickel widespread display	—	Verify shelf tag / item master	Main display wall	medium
F04	Glacier Bay	Glacier Bay brushed nickel widespread display	—	Verify shelf tag / item master	Main display wall	medium
F05	Glacier Bay	Glacier Bay matte black high-arc display	—	Verify shelf tag / item master	Main display wall	medium
F06	Glacier Bay	Glacier Bay chrome 4 in centerset display	—	Verify shelf tag / item master	Main display wall	medium
F07	Moen	Moen brushed nickel centerset display	—	Verify shelf tag / item master	Main display wall	high
F08	Delta	Delta chrome centerset display	—	Verify shelf tag / item master	Main display wall	medium
F09	Glacier Bay	Glacier Bay matte black single-handle display	—	Verify shelf tag / item master	Main display wall	medium
F10	Glacier Bay	Glacier Bay matte black centerset display	—	Verify shelf tag / item master	Main display wall	medium
F11	Glacier Bay	Glacier Bay chrome low-arc display	—	Verify shelf tag / item master	Main display wall	medium
F12	Kohler	Kohler brushed nickel single-handle display	—	Verify shelf tag / item master	Main display wall	medium
F13	Delta	Delta brushed nickel two-handle display	—	Verify shelf tag / item master	Main display wall	medium
F14	Kohler	Kohler matte black single-handle display	—	Verify shelf tag / item master	Main display wall	medium
F15	Moen	Moen matte black widespread display	—	Verify shelf tag / item master	Main display wall	high
F16	Delta	Delta matte black 4 in centerset sample	—	Verify shelf tag / item master	Main display wall	high
F17	Moen	Moen brushed-gold centerset sample	—	Verify shelf tag / item master	Main display wall	high
F18	Delta	Delta champagne-bronze single-hole sample	—	Verify shelf tag / item master	Main display wall	high
F19	Delta	Delta champagne-bronze single-hole sample	—	Verify shelf tag / item master	Main display wall	high
F20	Kohler	Kohler chrome widespread sample	—	Verify shelf tag / item master	Main display wall	high
F21	Glacier Bay	Glacier Bay chrome centerset display	—	Verify shelf tag / item master	Main display wall	medium
F22	Kohler	Kohler brushed nickel widespread display	—	Verify shelf tag / item master	Main display wall	medium
F23	Glacier Bay	Glacier Bay matte black centerset display	—	Verify shelf tag / item master	Main display wall	medium
F24	Glacier Bay	Glacier Bay chrome high-arc display	—	Verify shelf tag / item master	Main display wall	low
F25	Glacier Bay	Glacier Bay chrome 8 in widespread display	—	Verify shelf tag / item master	Main display wall	medium
F26	Kohler	Kohler brushed nickel widespread display	—	Verify shelf tag / item master	Main display wall	medium
F27	Glacier Bay	Glacier Bay matte black widespread display	—	Verify shelf tag / item master	Main display wall	medium
F28	Moen	Moen brushed nickel widespread display	—	Verify shelf tag / item master	Main display wall	low
F29	Moen	Moen brushed nickel 8 in sample	—	Verify shelf tag / item master	Main display wall	high
F30	Moen	Moen brushed nickel high-arc sample	—	Verify shelf tag / item master	Main display wall	high
F31	Glacier Bay	Glacier Bay matte black widespread sample	—	Verify shelf tag / item master	Main display wall	high
B01	Delta	Delta boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B02	Delta	Delta boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B03	Delta	Delta boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B04	Delta	Delta boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B05	Other / unreadable	Boxed faucet inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low
B06	Kohler	Kohler boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B07	Kohler	Kohler boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B08	Moen	Moen boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B09	Moen	Moen boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B10	Other / unreadable	Stacked boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	low
B11	Moen	Moen boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B12	Delta	Delta boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	medium
B13	Other / unreadable	Boxed faucet inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low
B14	Other / unreadable	Boxed faucet inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low
B15	Moen	Moen boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B16	Moen	Moen boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B17	Kohler	Kohler stacked boxed inventory	—	Verify shelf tag / item master	Lower boxed inventory	medium
B18	Kohler	Kohler boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	medium
B19	Other / unreadable	Boxed faucet inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low
B20	Other / unreadable	Boxed faucet inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low
B21	Kohler	Kohler boxed faucet inventory	—	Verify shelf tag / item master	Lower boxed inventory	high
B22	Other / unreadable	Stacked boxed inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low
B23	Other / unreadable	Stacked boxed inventory, brand not readable	—	Verify shelf tag / item master	Lower boxed inventory	low

Planogram Mentionables

6 items

Tag	Type	Mentionable	Visibility	Note
N1	Category sign	Bathroom faucets category / bay context	Medium	Upper display bay contains bathroom faucet fixtures; store/bay context is inferred from the supplied image and user request.
N2	Price strip	Mid-shelf price label band	High	Shelf tags are visible across the display row, but item-level OCR is not reliable enough for pricing claims.
N3	Classification QA zone	Lower-shelf boxed inventory QA zone	High	Lower shelves are treated conservatively: boxes with unreadable brand/model text are not guessed.
N4	Finding note	Mixed-brand bay is readable at the brand level	Medium	Glacier Bay, Moen, Kohler, and Delta labels are visibly represented across the display wall and lower inventory shelves.
N5	Finding note	Lower-shelf boxes should not be forced into exact SKUs	Medium	Several bottom/mid-lower boxes are visible but brand/model text is not readable enough for item-level classification; those are marked Other / unreadable instead of guessed.
N6	Finding note	Moen has strong premium-finish presence	Medium	Moen is visible in the front sample row and right-bay sample area, including brushed nickel, matte black, and gold/brass finishes.