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Product findability for online stores

Shoppers ask Google, ChatGPT and Amazon what to buy. Are they hearing about you?

CataRank follows every product you sell into search results, Shopping, AI shopping agents, marketplaces and the articles shoppers read. Then it tells you what's holding each one back.

See it in action
Cold Brew Coffee Maker 1LHarbour & Co · $59.00 · Kitchen
58findability
Google searchRanks 7 for "cold brew coffee maker"Found
Google ShoppingPosition 9 of 72 comparable productsFound
AI shopping agentsDelivery estimate missing on 41 productsPartly
Articles and guidesIn 0 of 9 roundups; 4 name competitorsMissing
Amazon14,800 searches a month; not listedOpportunity
CatalogueReady for Google; no barcode for MetaFix
Sample data
"best cold brew maker for home"
1. Kettle & Pine Cold Brew Jar  2. BrewCo Glass Brewer  3. Northside DuoHarbour & Co not mentioned
One product view acrossGoogleAI OverviewsChatGPTGeminiPerplexityBingGoogle ShoppingAmazonArticles and gift guides
AI and agents (coming soon)

See whether an AI shopping agent can buy from you

More shoppers now let an AI assistant do the shopping. An agent chooses on facts it can read: price, stock, delivery, returns, barcodes and reviews. CataRank checks your live store the way an agent sees it, and tells you exactly what to fix. It reports what it can verify, not guesses at what an assistant might say.

  • Whether agents can fetch your product pages without being blocked
  • Price, stock, delivery, returns and barcodes an agent needs to read
  • A fix for every check that fails, in plain language
AI agents can fetch product pagesAll 3 pages returned in full
Pass
Delivery estimate on product pagesMissing on 41 of 60 products
Fix
Returns policy in structured dataPolicy page found, no markup
Needs attention
Next step: add a delivery estimate to your product pages. Agents skip a store when they cannot confirm it will arrive in time.
thekitchenedit.com · ranks 2 · cited by Google AI OverviewsGift guide season
The 9 best cold brew coffee makers, tested
1. Kettle & Pine2. BrewCo3. Oxo-style pitcher4. Northside5. Glass carafe set6. Mason jar kit7. Copper & Co8. Budget pick9. Travel bottle
Harbour & Co isn't in this article. 4 of your competitors are.
Pitch draft, ready to reviewHi Sam, your tested roundup of cold brew makers is a great guide. If you update it, I'd love to send you our 1L cold brew maker to try. It has a stainless filter you can put in the dishwasher, and…
Get featured

Find the "best of" articles selling your competitors' products

Roundups and gift guides rank on page one and are the pages Google's AI Overviews cite. CataRank finds the ones in your category, shows who's in them and who isn't, and drafts a pitch for you to send.

  • Roundups, gift guides and how-tos that rank for your products
  • Which competitors each one features, and whether Google AI Overviews cite it
  • A pitch drafted around the article and your best product, for you to send
Price and competitors

Know where your price sits, and what it takes to compete there

CataRank collects the comparable products shoppers see next to yours, sorts them from budget to luxury, and shows what the products in your band usually have that yours doesn't.

  • Unit prices compared fairly when pack sizes differ
  • Other sellers of the exact same product, matched by barcode
  • A short list of what to fix before you think about price
Budget$0 to $25
Mid-range$25 to $45
Premium$45 to $80
Luxury$80+
You $59
To compete in PremiumTypicalYou
Rating4.5 or higher4.7Meets
Reviews120 or more18Gap
Product images6 or more4Gap
Free shippingOver $50Over $50Meets
Your wordingYours
Cold brew maker8,100 searches a monthcold brew maker, cold brew jar
Everyday wordsHigher value
Iced coffee maker22,200 searches a monthiced coffee maker, iced coffee machine
How-to searchesContent idea
Make cold brew33,100 searches a monthhow to make cold brew at home
Product typeSimilar value
Cold brew pitcher4,400 searches a monthcold brew pitcher, cold brew carafe
Keyword research

Discover the words shoppers use that you've never thought of

You call it a cold brew maker. Many shoppers search for an iced coffee maker. CataRank suggests the other ways people describe what you sell, checks each against real search volumes, and groups them so the bigger opportunity stands out.

  • AI suggestions checked against real search volumes
  • Grouped into families, ranked by value to your store
  • One click to use a family as your next search or content idea
Leads

Spot a site that should stock or feature you. CataRank does the homework.

Add any blog, magazine or retailer as a lead from any report. In the background, CataRank reads their contact and contributor pages and finds how they like to be approached, with the page each detail came from.

  • Contact pages, editors and pitch guidelines found for you
  • Every detail shows where it came from
  • A first message written to their guidelines, for you to send
The Kitchen Editthekitchenedit.com · PublisherReady to contact
Research finished in 4 minutes: 14 pages read
Contact routeProduct pitches: kitchen desk emailFound on /contact
EditorSam Lee, Kitchen and homewares editorFound on /about/team
How to pitchShort email, two images, samples by arrangementFound on /contribute
Best angleSample for review: Cold Brew Coffee Maker 1LSuggested by CataRank
And the SEO essentials

Everything you'd expect, organised around what you sell

Not an online store? These work for any website, from service businesses to B2B and publishers.

Rank trackingDaily Google positions in any country, desktop and mobile.cold brew coffee maker · 7 (up 3)
CompetitorsWhere they outrank you, their top pages, and the questions they answer.brewco.com leads you on 38 keywords
Site auditTechnical issues, structured data and AI-readiness, ranked by impact.Product schema missing price on 18 pages
Schema suggestionsStructured data pre-filled from your pages, ready to copy.Product + Offer + AggregateRating
Content planBriefs built from the questions people ask and what the top 10 cover.Publish by 14 Nov, before the summer peak
Topic explorerAdjacent topics and communities where your products fit.Camping coffee · score 81
Connect your accounts

Connect the tools you already use

Link your store and Google accounts in a few clicks. Real clicks, revenue, stock and feed status then appear next to every product and keyword, so you can see what each fix is worth.

BigCommerceCatalogue, prices, stock and sales for every product
Google Search ConsoleReal clicks and searches for every page
Google AnalyticsRevenue from organic search by product
Google Merchant CentreFeed status and Shopping performance
Google AdsPaid and organic results side by side
More platformsComing soonFurther store platforms are on the roadmap
Pricing

Pricing coming soon

Plans will be published here before sign-up opens.

See every product the way shoppers find it.

Sign-up is coming soon. Questions in the meantime? Email support@linkwrangler.com.

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