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    • Sales that leak marginDiscount timing and depth, prices left cut
    • Orders too smallEach order carries its own pick and ship cost
    • Quantity deals behind a codeShoppers leave to hunt for the code
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  2. SEO & GEO

From Google results to AI answers

SEO and GEO notes for store owners: the words buyers type, one address per product, and what AI assistants can read and cite.

  • SEOBuyer words and duplicate URLs
  • GEO & LLM searchWhat AI answers read and cite
  • dog bed for large dogsdog bed for large dogs washable canine loungerNo suggestions
    The words buyers type
  • /collections/sale/products/compasscanonical/products/compass One address per product
  • Where can I buy a brass compass? AI assistant One store that sells one, with the product page it read: Yyourstore.comBrass pocket compass
    What AI assistants can read
  • Citations, quotations, statisticsCite sources, add statistics+30–40% Fluent, easier to understandFluent, plain text+15–30% Keyword stuffing, score vs unchanged pageKeyword stuffing17.8 vs 19.5
    What AI answers cite

SEO

Titles in the words buyers type, and one address per product: what Google and Shopify say to do.

Open the topic: SEO
  • 6pairs of phrasings typed into autocomplete Write the words buyers type, not the words you value 2 min readOfficial docs·Google Search Central
  • 2addresses for one Shopify product One product, two URLs: what Shopify and Google say to do 3 min readOfficial docs·Google Search Central

GEO & LLM search

What AI assistants can read about a store, and what one study found gets a page cited in AI answers.

Open the topic: GEO & LLM search
  • 4things you control What AI assistants can read about your store, and the four things you control 3 min readOfficial docs·Google Search Central
  • 40%best visibility gain in one study What the research says about getting cited in AI answers 3 min readPeer-reviewed·Aggarwal et al., KDD

BoldnSmart

The home of BoldnSmart apps and projects. Today: three Shopify apps for sales that leak margin, orders too small, and quantity deals behind a code. Every figure on this site names and links its source.

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Pain points

  • Sales that leak margin
  • Orders too small
  • Quantity deals behind a code
  • All pain points and sources

Apps

  • SalePilot
  • BundlePilot
  • BulkPilot
  • All apps

Setup guides

  • All setup guides
  • SalePilot setup guide
  • BundlePilot setup guide
  • BulkPilot setup guide

Research

  • CRO
  • SEO & GEO
  • ASO
  • All research

Support

  • SalePilot: Smart SalesSupport on the Shopify App Store for SalePilot: Smart SalesPrivacy policy for SalePilot: Smart Sales
  • BundlePilot: Smart BundlesSupport on the Shopify App Store for BundlePilot: Smart BundlesPrivacy policy, via the App Store for BundlePilot: Smart Bundles
  • BulkPilot: Smart Bulk SalesSupport on the Shopify App Store for BulkPilot: Smart Bulk SalesPrivacy policy for BulkPilot: Smart Bulk Sales

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