Prada
Drawstring Pocket Bucket Bag Patent Small
$1,525
A shopper viewed a $1,075 belt bag. The store offered an $11,980 handbag.
Every bounce is a shopper your similar items row failed to catch.
Send your store URL. We reply with our rows next to the ones your product pages show within 24 hours.
Prada
Front Pocket Belt Bag Re-Nylon with Saffiano Leather
$1,075
The page a shopper is on
Their similar items row$870 to $11,980
+9
Juxtafold, our row$565 to $1,875
+3
Real product pages
Head to head
The page a shopper is on
Prada Front Pocket Belt Bag Re-Nylon with Saffiano Leather
Listed at $1,075. The row underneath this is your one chance to show them the next thing.
They have 9 of the 14 slots cost more than double, with products that are not similar at all, and 4 identical items wasting space. Ours is 8 flat black nylon Prada bags between $565 and $1,875.
What their site recommends
9 of 14 outside the price bandPrada
Double Front Pocket Belt Bag Re-Nylon
$1,545
Prada
Re-Edition 1978 Bauletto Bag Re-Nylon with Saffiano Leather Medium
$2,325
Gucci
GG Marmont Front Pocket Bucket Bag Matelasse Leather Mini
$870
Prada
Panier Bucket Bag Saffiano Leather Large
$1,975
Saint Laurent
Jamie 4.3 Shoulder Bag Quilted Patent Large
$4,110
Same bag, 2 of 4Saint Laurent
Jamie 4.3 Shoulder Bag Quilted Patent Large
$4,075
Same bag, 3 of 4Saint Laurent
Jamie 4.3 Shoulder Bag Quilted Patent Large
$4,110
Gucci
Convertible Front Pocket Duffle Bag Nylon Medium
$1,540
Hermes
Kelly Handbag Black Ardennes with Gold Hardware 32
$11,980
Louis Vuitton
Capucines Bag Leather with Snakeskin Mini
$3,975
Chanel
22 Chain Hobo Quilted Calfskin with Pearl Chain Mini
$6,945
Louis Vuitton
Capucines Bag Leather with Embellished Detail BB
$2,990
Same bag, 4 of 4Saint Laurent
Jamie 4.3 Shoulder Bag Quilted Patent Large
$4,045
14 slots
10 of 14 a different brand
$870 to $11,980
9 of 14 outside a reasonable price band
What Juxtafold recommends
8 of 8 inside itPrada
Convertible Pocket Belt Bag Tessuto Medium
$565
Prada
Zip Waist Bag Tessuto Small
$880
Prada
Brique Camera Crossbody Bag Saffiano Leather Mini
$1,875
Prada
Flou Camera Crossbody Bag Vitello Daino Small
$1,735
Prada
Front Pocket Camera Bag Tessuto Medium
$1,150
Prada
Zip Around Crossbody Bag Brushed Leather
$1,745
Prada
Re-Edition 2000 Double Zip Shoulder Bag Tessuto Small
$1,280
Prada
Double Pouch Convertible Crossbody Bag Tessuto Small
$1,500
8 slots
8 different bags
$565 to $1,875
8 of 8 inside a reasonable price band
See another example
The page a shopper is on
Chanel CC Turnlock Top Handle Wallet on Chain Quilted Caviar
Listed at $5,970. The row underneath this is your one chance to show them the next thing.
The second one fails more quietly. This is a $5,970 quilted Chanel top handle, and 6 of the 14 slots cost less than half of it, starting at $1,115. Our row puts 1 of its 8 below that line as well, which is why the panel says 7. Then look at the colors. The bag on the page is pink and 10 of their 14 slots are black. Ours has 1. The row is 8 Chanel top handle flaps from $2,200 to $6,590.
What their site recommends
6 of 14 outside the price band
Chanel
Turnlock CC Wallet on Chain Quilted Caviar
$5,330
Chanel
Turnlock CC Wallet on Chain Strass Embellished Leather
$4,960
Chanel
Classic Single Flap Top Handle Bag Quilted Patent Mini
$7,575
Gucci
Dionysus Top Handle Bag Leather with Crystals Mini
$1,200
Bvlgari
Serpenti Forever Top Handle Bag Patent Small
$1,440
Gucci
Ophidia Flap Top Handle Bag Leather Mini
$1,115
Gucci
Double G Top Handle Bag Patent Medium
$1,270
Chanel
Trendy CC Top Handle Wallet on Chain Quilted Lambskin
$5,020
Same bag, 2 of 2Gucci
Dionysus Top Handle Bag Leather with Crystals Mini
$1,265
Chanel
Kelly Top Handle Shopping Bag Quilted Shiny Aged Calfskin Mini
$6,785
Chanel
Square Classic Single Flap Bag Quilted CC Printed Denim Mini
$5,085
Chanel
Trendy CC Wallet on Chain Quilted Lambskin Mini
$3,305
Chanel
Textured CC Classic Single Flap Bag Quilted Caviar Mini
$9,155
Louis Vuitton
Cluny Top Handle Bag Epi Leather Mini
$2,320
14 slots
6 of 14 a different brand
$1,115 to $9,155
6 of 14 outside a reasonable price band
What Juxtafold recommends
7 of 8 inside it
Chanel
Classic Top Handle Flap Phone Holder with Chain Quilted Lambskin
$3,215
Chanel
Classic Single Flap Top Handle Bag Quilted Lambskin Mini
$6,270
Chanel
Logo and Pearl Top Handle Clutch with Chain Quilted Lambskin Small
$3,855
Chanel
Business Affinity Flap Bag Quilted Caviar Small
$5,055
Chanel
Retro Twist Top Handle Flap Shoulder Bag Quilted Caviar Small
$6,590
Chanel
Square Classic Flap Top Handle Clutch with Chain Quilted Lambskin
$2,200
Chanel
Trendy CC Top Handle Wallet on Chain Quilted Lambskin
$5,020
Chanel
Crystal Top Handle Wallet on Chain Quilted Lambskin
$4,040
8 slots
8 different bags
$2,200 to $6,590
7 of 8 inside a reasonable price band
Product names, brand names and product photographs shown here belong to their respective owners. They appear to identify real products and real recommendation output. No affiliation or endorsement is implied.
How it works
Three steps, nothing to install
We build the first version from your public pages and show it to you before anything touches your site.
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We read your public product pages
The same pages and feeds you already publish for Google: title, price, stock, one photo per product. There is no code to write and no work for your developers. One hundred thousand products is a normal size for us.
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We match every product by its photo
A vision model reads each photo, so the products that are most alike can be found in a few milliseconds. It needs no click history: a new listing ranks just as well as your bestseller.
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We clean the row before you see it
The closest match is not always a good match. Six rules take out the junk:
- The same item relisted under a new listing → out.
- One model per row, so one product in four colors cannot take four of your eight slots.
- Near-identical supplier photos merge into one card.
- Stock is checked last, so a row cannot fill with things nobody can buy.
- Fabric swatches and sample cards never enter the index.
- We have a rigorous QA process per onboarded store to handle edge cases.
Who it's for
The right store, and the wrong one
Where this is the right tool
Big catalogs, where most products have never had enough clicks to rank against anything. Resale, vintage, antiques, art and made to order, where almost every listing is its own product and the history never accumulates. Categories people shop with their eyes: bags, furniture, rugs, lighting, apparel, decor. Stores that add products faster than shoppers can generate behavior for them.
If the photo is how your shoppers decide, and most of your catalog is quieter than your bestsellers, this is built for you.
Where this is the wrong tool
A few hundred SKUs with healthy repeat traffic? Your current recommendations probably work and you should keep them. Products bought on a spec sheet, where the photo is nearly irrelevant? Visual similarity has little to offer, which covers most electronics and components. And if your shoppers come to browse styles rather than to find this one thing, lookalikes will compete with what they actually came for.
Pricing
Two months to change your mind, for any reason
One low price per store, quoted once we have seen your catalog.
Satisfaction guarantee
The whole deal
Run us for two months. If you are not happy, for any reason at all, email us and we refund what you paid. You do not have to prove a result or win an argument about attribution.
See terms section 7 for details.
Already paying for recommendations?
Bring your current invoice or a competing quote and we will come in below it. If we cannot, you will hear that in the same email.
Full terms in section 7.
No revenue share. No annual lock in. Cancel on a month's notice after that.
Questions
Reasonable things to ask
How fast can we see this on our own catalog?
Usually under two days. Send the store URL, we read your public catalog, build the rows and send you the side by side. There is nothing to install and nothing for your developers to do.
Do you need our customer or order data?
No, and we would rather not have it. Everything we use is on your public product pages. Asking you for behavioral data would undercut the entire argument for the product.
You read our catalog without asking. Is that alright?
We read the same pages and feeds you publish for search engines and shopping channels, at a polite rate, and we host the images ourselves rather than hotlinking your CDN. We do not touch anything behind a login and we never take customer data.
If you would rather we did not, email us and we will delete your catalog data and take down any material built from it within five business days. That offer is in the privacy policy too, so it is not just something we said once.
Why would this beat the engine we already run?
Most of a large catalog has no click history, and behavioral engines rank on clicks. For those products they fall back to bestsellers, or show nothing. We rank on the product photo, so a new listing gets a row as good as your bestseller's as soon as it is indexed. Run ours next to yours for a few weeks and count the clicks.
Do we have to replace our current recommendation vendor?
No, and we would rather you did not at first. The default is a second module measured against the one you already have, which is the only way either of us learns anything. Replacing an existing widget means matching your selectors and styling, which is onboarding work we quote separately.
How would we know whether it worked?
Two numbers: clicks on the row, and revenue from the row, both measured against your current row on the same pages. They move fast enough to read in one to three weeks.
Sitewide conversion rate is a slower question. Detecting a ten percent relative lift needs something like 75,000 to 100,000 visitors per arm, which most pilots do not produce, so we treat it as a directional 60 to 90 day number and say so up front.
What platforms do you support?
Shopify is smoothest, because the product feed is standard. Anything publishing a sitemap and structured product data works too. If your catalog is behind a login or aggressively blocks automated access, tell us early and we will be straight about whether it is workable.