0 chains · 0 with shelf data

Find your store.
We know the aisle.

Anyone can scrape a website. Goatavo reads 82 chains, prices 58 of them store by store, and resolves 22 down to an on-hand count and a location code you can walk to — aisle D14, bay 42-014, bin 18/042. The wall below names all 82; the queue at the bottom is for the ones that are missing.

  • Your metro's coverage list on day one
  • The depth-3 roster as it grows
0retailers readat launch
0store-levelyour price, not the web price
0aisle codescount + location
0penny chainsfinal-markdown patterns
The wall, compressed
64 of 82
green dot = store-level or deeper · 44 of the 64 shown, 58 of all 82
Depth keyWeb price + historyStore-level priceShelf count + aisle
TATarget
WAWalmart
HDHome Depot
LOLowe's
COCostco
SCSam's Club
BJBJ's
KRKroger
PUPublix
ALAldi
H-H-E-B
SASafeway
WFWhole Foods
TJTrader Joe's
MEMeijer
WEWegmans
DGDollar General
DTDollar Tree
FBFive Below
FDFamily Dollar
BLBig Lots
AMAmazon
EBeBay
BBBest Buy
MCMicro Center
BHB&H Photo
NENewegg
APApple
NINike
ADadidas
FLFoot Locker
JSJD Sports
NBNew Balance
SNSnipes
AYAlo Yoga
LULululemon
DIDillard's
NRNordstrom Rack
MAMacy's
KOKohl's
JCJCPenney
TJT.J.Maxx
MAMarshalls
RORoss
BUBurlington
GAGap
ONOld Navy
ARAritzia
ABAbercrombie
ZAZara
UNUniqlo
SESephora
ULUlta
BBBath & Body Works
CVCVS
WAWalgreens
RARite Aid
WAWayfair
IKIKEA
AHAce Hardware
TSTractor Supply
REREI
DSDick's Sporting Goods
ASAcademy Sports
BPBass Pro Shops
CACabela's
GAGameStop
PMPop Mart
UMUS Mint
BNBarnes & Noble
BUBuild-A-Bear
LELego
MIMichaels
JOJoann
HLHobby Lobby
PEPetco
PEPetSmart
STStaples
ODOffice Depot
AUAutoZone
HFHarbor Freight
MEMenards

Target · MuellerAisle C08 re-read — Pegasus 41 down to 4 on shelf

51 confirmed · 40m ago

Next full re-index

All 82 catalogs · watched SKUs re-read every 22 min

02hrs
17min
00sec
Coverage depth

“Covered” is three different things.

Most coverage pages give you a logo grid and let you assume the rest. Here is the honest version: three tiers, a named roster for each, and the sentence that starts with 'it cannot'. If a chain is only on tier one, we say so on this page and in the app.

Depth keyWeb price + historyStore-level priceShelf count + aisle
1

Web price + history

82 retailers

Every retailer on this page, no exceptions.

The listed online price, a 90-day line, the all-time low, and how many times the price has moved this quarter. This is the floor — if a store is on the wall, you get at least this.

  • Listed web price, re-read every 22 minutes on a watchlist
  • 90-day price line + all-time-low flag
  • Coupon and promo-code validity, tested
  • Whether the 'sale' is the same price it's been all year

It cannot tell you what the tag says in the building.

Baratza burr grinder — $38.99, was $79.00

Amazon · 31 price checks · lowest since Feb 11

Stops here · 24 retailers

Trader Joe's · Amazon · eBay · B&H Photo · Newegg · Apple · Nike · adidas · JD Sports · New Balance · Snipes · Lululemon · Gap · Old Navy · Aritzia · Abercrombie · Zara · Uniqlo · Sephora · Wayfair · Pop Mart · US Mint · Build-A-Bear · Lego

2

Store-level price + clearance status

58 retailers

What your store charges, and whether that tag is a markdown.

Regional pricing is real: the same Ninja fryer is $17.98 at Target Mueller and $29.99 at Target Round Rock, four miles apart. At these retailers we price per store, and we read the markdown ladder — 30, 50, 70, 90 — off the tag pattern.

  • Price at the specific store, not the national web price
  • Markdown stage: 30% → 50% → 70% → 90% → final
  • Penny / final-markdown flag where the chain has one
  • Clearance events, reset days, and seasonal teardowns

It cannot always tell you how many are left or where they sit.

Ninja air fryer 4qt — $17.98 at Mueller, $29.99 at Round Rock

Target · stage 3 of 4 · next markdown Tuesday

Stops here · 36 retailers

Costco · BJ's · Aldi · Safeway · Whole Foods · Wegmans · Five Below · Big Lots · Micro Center · Foot Locker · Alo Yoga · Dillard's · Nordstrom Rack · Macy's · Kohl's · JCPenney · T.J.Maxx · Marshalls · Ross · Burlington · Bath & Body Works · Rite Aid · Ace Hardware · Tractor Supply · REI · Dick's Sporting Goods · Academy Sports · Bass Pro Shops · Cabela's · Barnes & Noble · Hobby Lobby · Petco · PetSmart · Staples · Office Depot · AutoZone

3

Shelf-level on-hand + aisle

22 retailers

How many are on the shelf, and which aisle they are on.

The deepest tier. A SKU resolves to an on-hand count and a physical location code — aisle D14, bay 42-014, bin 18/042 — timestamped, with a confirmation count from whoever last walked past it.

  • On-hand count per store, with the read time attached
  • Aisle, bay or bin code you can walk to
  • Confirmation count + the scout's accuracy score
  • Backroom vs. floor, where the endpoint splits them

It is only as fresh as the last read — we always show the clock.

Nike Pegasus 41 — 4 on shelf, aisle C08

Target · Mueller · 51 confirmed · read 40m ago

All 22 at this depth

Target · Walmart · Home Depot · Lowe's · Sam's Club · Kroger · Publix · H-E-B · Meijer · Dollar General · Dollar Tree · Family Dollar · Best Buy · Ulta · CVS · Walgreens · IKEA · GameStop · Michaels · Joann · Harbor Freight · Menards

The 22 chains where a SKU resolves to a physical location

scheme, as the tag actually reads
TargetAisle code · D14, G03
WalmartAisle + bin · A12, H11
Home DepotBay location · 42-014
Lowe'sAisle / bay · 17-B
Sam's ClubAisle · 12, pallet steel
KrogerAisle · 14, left bay
PublixAisle · 9
H-E-BAisle · 7
MeijerAisle · 22
Dollar GeneralAisle · 4, tag date code
Dollar TreeAisle · 8
Family DollarAisle · 5
Best BuyAisle + endcap · 12
UltaAisle + fixture · 3B
CVSAisle · 4, endcap
WalgreensAisle · 6
IKEAAisle + bin · 18 / 042
GameStopWall peg · P4
MichaelsAisle · 12
JoannAisle · 7
Harbor FreightAisle · 9, inside row
MenardsAisle / bay · 24-C

The other 36 shelf-data chains give us the store, the price and the markdown stage — but no location code. Costco is the loudest example: the warehouse knows, the API does not.

Get early accessMeet goatThe depth data is the same for everyone — Pro only lifts the live-check cap.
Six stores, six languages

Every chain marks down in its own dialect

A price ending in .03 means something at Home Depot and nothing at Target. A red dot at Dillard's stacks; a yellow tag at Target does not. This is the lore that lives in Facebook groups — we encoded it, per retailer, and put it on the card.

Home Depot orange bay tag with SKU and bay number, macro
Home Depot
depth 3

Home improvement

The penny list is real, and it has a bay number.

Price ends in .06Not final. The SKU is still walking down — it will drop again.
Price ends in .03Final markdown. What is on the shelf is what exists.
$0.01 at the registerThe SKU is dead in the system. It will not scan at the shelf tag — you scan it in the app first.
Bay 42-014, top steelWe resolve the bay from the SKU, so you walk to the aisle instead of the service desk.
211markdowns indexed
1,840bays mapped
96penny confirms this week
GoTuesday, 06:00 — after the overnight reset, before the pro crowd

Location scheme · Bay location · 42-014

Target red clearance endcap with yellow markdown tags, wide
Target
depth 3

Big box

A 9-digit DPCI is a search across every store within 25 miles.

DPCI 072-06-1188Paste it in and get on-hand plus aisle for all 11 stores near you, sorted by count.
Ends in .X8Clearance, but not the last stop. Another cut is coming.
Ends in .X4Final markdown. There is no 90% after this.
Endcap reset calendarToys and electronics Monday · women's and domestics Tuesday · food and pets Wednesday · shoes and kids Thursday.
142markdowns indexed
1,948stores priced
51confirms on the Pegasus
GoThursday morning, the day after the biggest reset block

Location scheme · Aisle code · D14, G03

Walmart rollback shelf tag close-up with aisle marker behind
Walmart
depth 3

Big box

The on-hand count is the whole product here.

Ends in .00Clearance rollback and usually the last one — $3.00, $10.00, $25.00.
Shelf count, per store4 on the floor at Ben White, 0 at Sunset Valley, 11 in the backroom at Kyle.
Aisle A12, action alleyClearance migrates to the back wall and the seasonal aisle — we tag which one.
$0.25 and $0.01 tagsRare, real, and they never make it to the app's own website.
96markdowns indexed
4,617stores priced
14confirms on the Dyson filters
GoWednesday overnight into Thursday, when the count refreshes

Location scheme · Aisle + bin · A12, H11

Alo Yoga in-store sale rack, hangers front-on, natural light
Alo Yoga
depth 2

Fashion

Online sale is 40%. The rack at the back of the store is 75%.

In-store sale rackDomain Northside, back-left past the studio wall. Restocked Thursday afternoon.
Airlift and AirbrushRarely past 40% online, routinely 60–75% on the rack in last season's colorways.
Size run intactWe flag when XS–L are all still hanging, because that decides whether the drive is worth it.
No on-hand endpointAlo does not publish counts. Everything here is a scout with a photo and a timestamp.
36markdowns indexed
19confirms on the Airlift set
$146median saving per rack find
GoThursday evening, a few hours after the rack is refilled

Community-confirmed only — no inventory feed

Dillard's clearance center red-dot rack, wide aisle, overhead signage
Dillard's
depth 2

Fashion

The markdown does not end at 75%. It ends at the clearance center.

Red dot, 65% off the last priceStacks on top of a tag that already read 40% or 50% — the math is on the card.
Clearance centersStandalone stores where the whole region's leftovers terminate. We list all 22 and their fill days.
$77.50 from $310Frye boots, sizes 7–10, 75% rack. This is the normal outcome here, not the outlier.
Twice-yearly 'additional 50%'January and July. We put a countdown on it because the racks are stripped in 36 hours.
168markdowns indexed
22clearance centers mapped
75%median rack discount
GoThe first weekday after a red-dot event starts, not the Saturday

No location scheme published

Costco warehouse steel shelving with .97 price sign, low angle
Costco
depth 2

Warehouse

.97 and an asterisk. That is the entire language.

Price ends in .97Manager markdown. Not a national sale — your warehouse decided this.
Asterisk, top right of the signIt is not being reordered. When the pallet is gone, it is gone.
Ends in .00 or .88Display model or a manager special. Ask, because it is rarely on the floor twice.
No aisle codesCostco does not publish locations, so we give you the warehouse and the pallet steel number a scout wrote down.
64markdowns indexed
614warehouses priced
41confirms on the .97 sweep
GoMonday morning — markdowns are keyed in over the weekend

Store-level price, no aisle data

How clearance hunting worksThe penny list, explained8 chains have a documented final-markdown pattern.
Depth 3, in the hand

One store, everything in it, sorted by discount

Pick a store instead of a product. Goatavo shows what is marked down inside that specific building right now — with the aisle, the on-hand count and how old the read is. Filter to 70%+, $40 or more off, and two or more left, then watch the search.

01

Resolve the store, not the chain

Target · Mueller is a different price list from Target · Round Rock four miles away. We keep them apart.

02

Read the on-hand endpoint

Every 22 minutes for watched SKUs, every 6 hours for the long tail. The clock is printed on the row.

03

Attach the location code

Aisle C08. Bay 42-014. Bin 18/042. If we do not have it, the row says so instead of guessing.

04

Let scouts correct it

51 confirmations on the Pegasus. When the shelf is emptier than the endpoint thinks, the human number wins and the row says who walked it.

Nike Pegasus 41

Aisle C08 · shoes, back wall

4 on shelf · read 40m ago

99%$1.48$149.99

Ninja air fryer, 4qt

Aisle D14 · small kitchen endcap

2 on shelf · 1 in backroom

86%$17.98$129.00

Cuisinart 12-cup coffee maker

Aisle D11 · small kitchen, top shelf

3 on shelf · read 1h ago

76%$21.98$89.99
The full wall

All 0 of them, grouped the way you shop

Fourteen categories. Every chain we read at launch, with a shelf-data flag on the ones where we price your specific store. This is the list — if your store is missing from it, there is a request form further down and we do read it.

17Fashion
10 shelf
0 with aisle codes
9Grocery
8 shelf
4 with aisle codes
8Big box
8 shelf
2 with aisle codes
7Home improvement
6 shelf
5 with aisle codes
6Sneakers
1 shelf
0 with aisle codes
6Outdoor
6 shelf
0 with aisle codes
6Kids & toys
4 shelf
2 with aisle codes
5Electronics
2 shelf
1 with aisle codes
4Dollar
4 shelf
3 with aisle codes
3Warehouse
3 shelf
1 with aisle codes
3Beauty
2 shelf
1 with aisle codes
3Pharmacy
3 shelf
2 with aisle codes
3Collectibles
1 shelf
1 with aisle codes
2Marketplace
0 shelf
0 with aisle codes
Big box8
TATargetshelf data
WAWalmartshelf data
BLBig Lotsshelf data
PEPetcoshelf data
PEPetSmartshelf data
STStaplesshelf data
ODOffice Depotshelf data
AUAutoZoneshelf data
Home improvement7
HDHome Depotshelf data
LOLowe'sshelf data
WAWayfair
IKIKEAshelf data
AHAce Hardwareshelf data
HFHarbor Freightshelf data
MEMenardsshelf data
Warehouse3
COCostcoshelf data
SCSam's Clubshelf data
BJBJ'sshelf data
Grocery9
KRKrogershelf data
PUPublixshelf data
ALAldishelf data
H-H-E-Bshelf data
SASafewayshelf data
WFWhole Foodsshelf data
TJTrader Joe's
MEMeijershelf data
WEWegmansshelf data
Dollar4
DGDollar Generalshelf data
DTDollar Treeshelf data
FBFive Belowshelf data
FDFamily Dollarshelf data
Marketplace2
AMAmazon
EBeBay
Electronics5
BBBest Buyshelf data
MCMicro Centershelf data
BHB&H Photo
NENewegg
APApple
Sneakers6
NINike
ADadidas
FLFoot Lockershelf data
JSJD Sports
NBNew Balance
SNSnipes
Fashion17
AYAlo Yogashelf data
LULululemon
DIDillard'sshelf data
NRNordstrom Rackshelf data
MAMacy'sshelf data
KOKohl'sshelf data
JCJCPenneyshelf data
TJT.J.Maxxshelf data
MAMarshallsshelf data
RORossshelf data
BUBurlingtonshelf data
GAGap
ONOld Navy
ARAritzia
ABAbercrombie
ZAZara
UNUniqlo
Beauty3
SESephora
ULUltashelf data
BBBath & Body Worksshelf data
Pharmacy3
CVCVSshelf data
WAWalgreensshelf data
RARite Aidshelf data
Outdoor6
TSTractor Supplyshelf data
REREIshelf data
DSDick's Sporting Goodsshelf data
ASAcademy Sportsshelf data
BPBass Pro Shopsshelf data
CACabela'sshelf data
Collectibles3
GAGameStopshelf data
PMPop Mart
UMUS Mint
Kids & toys6
BNBarnes & Nobleshelf data
BUBuild-A-Bear
LELego
MIMichaelsshelf data
JOJoannshelf data
HLHobby Lobbyshelf data
Depth keyWeb price + historyStore-level priceShelf count + aisle
24 chains carry a web price only — and we explain each one.
Stores near you

Coverage is a chain. Density is a city.

Whether we read Target is a yes or a no. How many Targets are within twenty minutes of you is a different question — and it is the one that decides whether a 70%-off endcap is a detour or a road trip. Here is the launch density across the first twelve metros, 11,518 storefronts in total.

New York–Newark, NY/NJ

Target 71 · Marshalls 64 · CVS 512

2,1181,344 shelf1840 scouts
63%

Los Angeles–Long Beach, CA

Ross 118 · Target 96 · Walgreens 402

1,9401,262 shelf1612 scouts
65%

Chicago–Naperville, IL

Aldi 96 · Walmart 71 · Target 62

1,286848 shelf1104 scouts
66%

Dallas–Fort Worth, TX

Walmart 118 · Dillard's 21 · Kroger 96

1,104771 shelf968 scouts
70%

Houston–The Woodlands, TX

H-E-B 104 · Walmart 96 · Ross 61

968664 shelf812 scouts
69%

Atlanta–Sandy Springs, GA

Publix 214 · Home Depot 58 · Target 44

884601 shelf704 scouts
68%

Phoenix–Mesa, AZ

Safeway 58 · Walmart 52 · Target 41

742511 shelf596 scouts
69%

Tampa–St. Petersburg, FL

Publix 188 · Target 28 · Ross 34

612419 shelf481 scouts
68%

Seattle–Tacoma, WA

Safeway 96 · Target 34 · Costco 22

588386 shelf452 scouts
66%

Columbus, OH

Kroger 74 · Meijer 18 · Target 19

466322 shelf388 scouts
69%

Austin–Round Rock, TX

H-E-B 34 · Walmart 22 · Target 11

412288 shelf364 scouts
70%

Nashville–Davidson, TN

Kroger 48 · Publix 26 · Target 14

398271 shelf302 scouts
68%
0storefronts priced12 metros, 82 chains
0scouts in those citiesaccuracy score on every claim
0 minre-read intervalfor any SKU on a watchlist
0markdown patterns indexedtag endings, reset days, ladders

Not on this list? Founding members vote on the next metro. The launch order follows scout density, not population.

What the depth buys you

One card shape, six different depths

These are the six stores above, each producing the kind of card only its own depth allows. The Home Depot penny hit needs a bay. The Alo find needs a human. The Costco .97 needs nothing but a tag reader who knows what an asterisk means.

Nike Pegasus 41 running shoe, side profile

Nike Pegasus 41, final markdown

9799%
$1.48$149.99

Target · Mueller · aisle C08

▲ 688 · 51 confirmed · 40m

Ryobi 18V drill and driver kit box

Ryobi 18V drill/driver kit

99100%
$0.01$99.00

Home Depot · penny list · scan to verify

▲ 1.4k · 96 confirmed · 12m

Dyson V-series filter set in packaging

Dyson filter set, V-series

8886%
$9.98$69.00

Walmart · Ben White · aisle H11

▲ 210 · 14 confirmed · 1h

Alo Yoga Airlift legging and sports bra, flat lay

Alo Yoga Airlift legging + bra set

8675%
$48.00$194.00

Alo · Domain Northside · size run intact

▲ 296 · 19 confirmed · 3h

Frye leather ankle boots, pair angled

Frye leather boots, 75% rack

8475%
$77.50$310.00

Dillard's · clearance center · sizes 7–10

▲ 188 · 11 confirmed · 6h

Costco price tag ending in .97

Price ends in .97 — manager markdown

8775%
$29.97$119.99

Costco · asterisk means it's not coming back

▲ 508 · 41 confirmed · 2h

Store aisle marker sign C08, low angle

The aisle is the feature

A 99% markdown you cannot find is a 0% markdown. Aisle C08 turns a rumor into an errand you finish in four minutes.

Timestamp UI detail — read 40m ago

The clock is on every claim

4 on shelf” is worthless without “read 40m ago”. Both numbers ship together or neither ships.

Two conflicting confirmation rows, UI detail

Disagreements surface

When two scouts report different counts at the same store, we show both rows with their accuracy scores instead of averaging them into a lie.

Honest limits

24 chains where we only have the web price

Every coverage page on the internet rounds up. This one does not. These are the retailers where Goatavo stops at the website, grouped by the reason, with what we do instead. If that is a dealbreaker for the store you care about most, better you find out now than on a Tuesday in a parking lot.

There is no shelf

5 retailers · web price only

A marketplace has a buy box, not an aisle. Asking for an on-hand count is asking the wrong question.

Instead: We track the buy box, the 90-day line, seller rotation, and the warehouse-deal tier — which is the signal that actually matters here.

AmazoneBayNeweggB&H PhotoWayfair

Drop-driven, not markdown-driven

9 retailers · web price only

Inventory appears at 10:00 ET and is gone by 10:04. A shelf count would be stale before it rendered.

Instead: We watch the release calendar, the draw windows and the restock endpoint, and alert on the drop rather than the price.

NikeadidasJD SportsSnipesNew BalancePop MartUS MintLegoBuild-A-Bear

National web price, regional racks

7 retailers · web price only

Brand-owned stores price nationally online but mark down locally, and they publish none of it.

Instead: Web price plus history, and an in-store rack flag whenever a scout confirms one with a photo and a timestamp.

LululemonGapOld NavyAbercrombieAritziaSephoraApple

Publishes nothing at all

3 retailers · web price only

Trader Joe's does not put prices online. Zara and Uniqlo do not expose store inventory. There is no endpoint to read.

Instead: The community price log, and nothing more. We would rather show you an empty state than a number we made up.

Trader Joe'sZaraUniqlo

One exception worth naming. Alo Yoga has no inventory endpoint at all, and it is still marked shelf-level — because enough scouts walk the Domain Northside sale rack every Thursday that the community data is better than the API would be. That is the only place we let people outrun a machine, and the card always says which one you are looking at.

How scouts are scored
Who keeps the wall honest

The aisle numbers come from people, not a warehouse

Endpoints give us price and count. Humans give us the aisle, the rack, the reset day and the correction when a tag is wrong. Every claim carries a name, a timestamp and an accuracy score that goes down when they are wrong.

0scouts mapping aisles
0shelf confirmations logged
94%median scout accuracy
0Home Depot bays mapped

I was in four Facebook groups, two Discords and a text thread. Everything I actually used is one feed now, and the aisle number is right.

ai
aislewalker
Runs a clearance route · Austin, TX
$3,140 saved this year97% accurate

The comps are on the card. I stopped opening a second app to work out whether a $17 air fryer was worth the drive.

fl
flipcity
Full-time reseller · Columbus, OH
$828 profit in August94% accurate

I gave goat my list. It priced all nine things across three stores and told me which two trips were actually worth making.

pe
pennywise
Two kids, one budget · Phoenix, AZ
$1,412 saved this year91% accurate

Nine minutes of warning is the difference between a pair and a screenshot. I cancelled three cook groups.

so
soleful
Drop hunter · Newark, NJ
22 hits last month93% accurate

It tells me when the 'sale' is the same price it's been all year. I trust that more than the deal itself.

ca
cartsmart
Grocery run captain · Tampa, FL
$61 a week, average89% accurate

The list used to be a blog post with 400 comments. Now it's scannable and mapped to my four stores.

on
onecent
Penny list regular · Nashville, TN
140 confirmations95% accurate

Scouts earn badges for coverage work — Aisle cartographer takes 25 aisles in one store.

Your store isn't here?

Then tell us, and watch it move up the queue

38,410 requests across 214 chains so far. Votes set the order, with one thumb on the scale: Sierra has fewer votes than Giant Eagle or Hy-Vee and is scoped ahead of both, because it is the same TJX catalog our Marshalls reader already parses.

Join and reply to the welcome email with the chain and your metro — every reply is counted by hand.

  • A note the day your chain goes live
  • Your metro weighted in the launch order
Queue is worked in batches of 6next batch ships with the public launch
Most requested, right now
Votes
1

HomeGoods

TJX sibling — we already read Marshalls and T.J.Maxx

4,182
2

Sprouts Farmers Market

Weekly ad parses cleanly; store pricing next

3,140
3

WinCo Foods

No public endpoint — scout-first, like Alo

2,884
4

Ollie's Bargain Outlet

Closeout-native; the tag pattern is already decoded

2,610
5

At Home

Seasonal teardown is the whole opportunity

2,204
6

Giant Eagle

Fuelperks stacking needs its own math

1,972
7

Hy-Vee

Regional pricing varies by more than we can guess

1,806
8

Sierra

TJX again — same reader, different catalog

1,540
9

World Market

Furniture clearance is store-by-store

1,388
10

Total Wine & More

State-level pricing rules make this slow

1,205
11

The Container Store

Elfa sale calendar is the hook

1,142
12

Boot Barn

Requested almost entirely from Texas

968

202 more chains have at least one request on file, from Batteries Plus to Half Price Books.

Coverage questions

The parts people email us about

How do you get shelf counts at all?+

Two ways, and we always tell you which. Where a retailer exposes a store-inventory endpoint — Target, Walmart, Home Depot, Lowe's, Best Buy and 52 others — we read it directly and stamp the read time. Alo Yoga is the one shelf-level chain with no endpoint at all: there a scout scans the tag in the aisle, and the claim carries their accuracy score and a confirmation count. A number with no source attached does not go on a card.

How fresh is a shelf count, really?+

A SKU on somebody's watchlist gets re-read every 22 minutes; the rest of the catalog comes round every 6 hours. Scout confirmations are stamped to the minute. Every card shows the clock — '4 on shelf · read 40m ago' — because a count without a timestamp is a guess with confidence.

My store is in the list but the aisle is missing. Why?+

Because the retailer gives us a store and a count but not a location code. 36 of the 58 shelf-data chains work that way — the warehouse clubs, the off-price chains and most of the department stores. You still get the store, the price and the markdown stage, and scouts fill in aisles by hand where they can.

Does coverage change by city?+

Depth does. The chain is either read or it is not, but the number of locations near you obviously varies — 2,118 stores in New York–Newark against 398 in Nashville. Pick your metro in the strip above and you will see exactly how many of them carry shelf data.

Will you add my store?+

Probably, and the queue is public: 38,410 requests across 214 chains, six of them in flight at any time. Votes set the order and one thing overrides them — whether an existing reader can be pointed at the new catalog without being rewritten. Join the list and name your store; you will get a note the day it goes live.

Do you cover Canada, the UK or the EU?+

Not at launch. Everything on this page is US retail. The reader architecture is not country-specific, but the markdown lore is — a Home Depot bay tag means nothing at B&Q — and we would rather ship one country properly than four badly.

Is a web-only retailer worth having in the app at all?+

Yes, because price history and coupon truth are the same job everywhere. Amazon has no shelf, but knowing that today's $149 AirPods price is the all-time low across 18 checks is the entire decision. What we will not do is imply a store-level answer we do not have.

Launching this fall

The wall is the easy part.
Depth is the product.

82 retailers, 58 priced store by store, 22 down to a location code. Join the list and we will tell you which of them are live in your metro on day one.

  • First wave of invites
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