SEO & AI search playbook for e-commerce brands

Searches to plan around

Query patterns and the intent behind them. We don’t quote search volumes: check your own Search Console for the ones you already appear for.

• “[product type] for [use or person]”

  Browse a category

  Answered by category and collection pages, not product pages or blog posts.

• “best [product type]”, “[product type] reviews”

  Research

  Dominated by review publishers. A buying guide with your own testing can compete, if it's real.

• “[brand] [product] size guide”, “… return policy”

  Pre-purchase check

  Brand queries that decide conversion. Make these pages easy to find.

• “[product] vs [product]”

  Choose between models

  Useful for brands with a range. Compare your own products honestly.

Page families that work

• Category and collection pages

  /collections/waterproof-hiking-boots

  An intro that helps choose, filters, and products. Build collections for real shopping needs, not every attribute combination.

• Buying guides

  /guides/how-to-choose-hiking-boots

  Based on your own product knowledge and testing. Link to the right collections.

• Product comparison pages

  /compare/model-a-vs-model-b

  For your own range, with specs and who each fits.

Risky page types

• Every facet combination indexable

  Colour × size × material × price creates millions of URLs. Google's faceted navigation guide suggests blocking crawling of filter URLs you don't need indexed, and returning 404 for filter combinations with no results.

• Manufacturer descriptions copied across products

  The same text as every other retailer gives Google no reason to pick your page. Rewrite descriptions for your best sellers first.

Technical pitfalls

1. 1

   Product data that never reaches Merchant Center

   Google says free listings can show products on Search, the Shopping tab, Images, Maps, YouTube, Lens and Gemini. Combine a Merchant Center feed with product structured data for the widest eligibility.

2. 2

   Out-of-stock pages deleted

   Deleting a product page throws away its links and rankings. Keep it live marked out of stock if it's coming back; redirect to the closest replacement if it isn't.

3. 3

   Variant URLs competing

   Separate URLs per colour or size can split signals. Use Google's product variant markup and a clear canonical approach.

4. 4

   AI-generated product images unlabelled

   Google's generative AI guidance asks e-commerce sites to label AI-generated images with IPTC metadata.

How AI assistants answer questions in this category

Shopping questions in AI Overviews and AI Mode draw on Google's product data as well as web pages. Google's AI guidance for site owners says there are no special requirements beyond being indexed and snippet-eligible, and it counts that traffic in Search Console. In practice, the stores that show up have complete product data: price, availability, shipping, returns, reviews. Other assistants that search tend to cite review publishers and category pages that explain how to choose.

What tends to earn a citation

• A complete Merchant Center feed plus product structured data that matches what's on the page.
• Category intros that explain how to choose, in a sentence or two an assistant could quote.
• Honest product comparisons within your range.

Check whether the AI crawlers you want can reach your site with our AI crawler checker.

Where links come from

• Product reviews by real publishers

  Send products to reviewers who test. Google's review guidance rewards reviews with real evidence, so good reviewers will want to test properly.

• Gift guides and roundups

  Seasonal roundups link to specific product pages. Pitch the product that fits the angle.

• E-commerce directories

  Some e-commerce directories list independent brands. Choose curated ones.

A 90-day plan

1. Days 1–30

   Crawl and data

   • –Decide which facets deserve indexable pages and block the rest.
   • –Connect Merchant Center and fix feed errors.
   • –Check product markup against visible content.

2. Days 31–60

   Categories

   • –Write helpful intros for your top 20 categories.
   • –Create collections for real shopping needs you're missing.
   • –Set an out-of-stock and discontinued-product policy.

3. Days 61–90

   Guides and loop

   • –Publish three buying guides linked to categories.
   • –Rewrite product descriptions for your best sellers.
   • –Rewrite category titles at positions 5–20.

What to watch in Search Console

The Performance report gives clicks, impressions, CTR and average position by query, page, country, device and date. Traffic from Google's AI features is counted there too, under the Web search type (Google).

Search appearance: product results

The Performance report's search appearance filter shows clicks from product-rich results and merchant listings.

Crawl stats on parameter URLs

If Googlebot spends its time on filter URLs, your facet rules need tightening.

Category page impressions

Your main non-brand traffic in e-commerce.

Frequently asked questions

Sources

Checked on September 23, 2026. Search patterns and page advice are our own judgement from running this playbook; we don’t quote search volumes or third-party statistics.

1. Google Search Central: Managing crawling of faceted navigation URLs
2. Google Merchant Center Help: Free listings for products
3. Google Search Central: Product structured data
4. Google Search Central: Guidance on using generative AI content
5. Google Search Central: AI features and your website
6. Google Search Central: Write high quality reviews
7. Search Console Help: Performance report