Technical SEO
Internal Linking
Site Architecture
AI Crawlers

Internal Linking: The AI Navigation Map Most Stores Completely Ignore

AI crawlers follow your internal links to understand what your site is about and which pages matter most. Most stores have broken or missing link structures that make AI skip their best content.

RecomazeJipianu Adin-Daniel9 min read
Jipianu Adin-Daniel

Jipianu Adin-Daniel

CTO & Co-Founder at Recomaze. AI and ecommerce expert with years of experience in search technology, generative engine optimization (GEO), and AI visibility strategies. Specialist in helping ecommerce businesses get discovered and recommended by AI assistants like ChatGPT, Perplexity, and Google AI.

You've got great products. Solid descriptions. Maybe you even added schema markup and FAQ sections. Your individual pages are optimized.

But AI still doesn't recommend you. What gives?

Here's what most people miss: AI doesn't just read individual pages. It navigates your entire site. And it navigates through internal links. If your linking structure is a mess, AI builds an incomplete, confusing picture of your business. It's like having a library where half the books are shelved in random places with no catalog.

Your internal links ARE the catalog. And right now, yours is probably broken.

How AI Crawlers Actually Navigate Your Site

Let's get specific about what happens when an AI crawler lands on your website.

It starts on one page, usually your homepage. Then it follows links to discover other pages. Every link it follows, it's building a mental map of your site. What pages exist, how they relate to each other, and which ones seem most important.

This is fundamentally different from how Google works. Google has your sitemap, it has years of crawl history, it has backlink data from across the web. AI crawlers from ChatGPT, Perplexity, and others are often starting fresh. They're relying much more heavily on what they can discover through your internal links.

Think about it this way:

Google knows your site from the outside in. Other sites link to you, Google follows those links, it already knows your pages exist.

AI crawlers know your site from the inside out. They land on your site and follow YOUR links to understand YOUR structure. If important pages aren't linked well, AI literally doesn't know they exist.

Here's a concept from SEO that matters even more for AI: link equity (sometimes called "link juice").

Every page on your site has a certain amount of authority. When you link from one page to another, you're passing some of that authority along. The more internal links pointing to a page, the more important it appears.

For AI, this translates directly into recommendation confidence. If your best product page has 50 internal links pointing to it from relevant content, AI sees it as a central, important page. If it has 2 internal links buried in a footer, AI might not even find it.

Real example:

Store A has a bestselling chef's knife. It's linked from:

  • The homepage "Best Sellers" section
  • The "Kitchen Knives" category page
  • 3 blog posts about cooking techniques
  • A comparison guide (chef's knife vs santoku)
  • The FAQ page answering "what knife should I start with?"
  • Related product sections on 5 other knife pages
That's 12+ contextual internal links. AI crawls the site, keeps bumping into this product from different angles, in different contexts. It builds a rich understanding: this is a popular, important product for people who cook.

Store B has a similar chef's knife. It's linked from:

  • The "All Products" page (along with 500 other products)
  • The navigation menu under "Knives"
Two generic links. AI has no context, no understanding of why this knife matters or who it's for. When someone asks "what's a good chef's knife for beginners?", Store A gets the recommendation.

The 5 Internal Linking Patterns AI Loves

1. Hub and Spoke

This is the most powerful pattern for AI visibility. You have a central "hub" page (usually a category page or a comprehensive guide) that links out to multiple related "spoke" pages (individual products, specific topics).

Example:

  • Hub: "Running Shoes Guide" (comprehensive page about choosing running shoes)
  • Spokes: Individual running shoe product pages, articles about foot types, comparison posts
The hub page links to all spokes. Each spoke links back to the hub. AI sees the hub as the authority center for this topic and the spokes as detailed resources.

This directly maps to how people ask AI questions. Someone asks "what running shoes should I get?" - AI finds your hub. They ask about a specific shoe - AI finds the spoke. Either way, your site wins.

Every product page should link to 3-5 genuinely related products. Not random "you might also like" picks, but products that make contextual sense.

If someone is looking at a chef's knife, link to:

  • A knife sharpener
  • A cutting board
  • A knife set that includes this knife
  • The "next level up" knife for more serious cooks
AI uses these connections to understand product relationships. When someone asks "what do I need to set up a home kitchen?", AI can follow your product relationships to build a complete recommendation.

3. Content-to-Product Bridges

This is where most stores completely fail. They have blog content over here and product pages over there, with zero connection between them.

Your blog posts should link directly to relevant products. And your product pages should link to helpful content.

Blog post about "How to brew espresso at home" should link to:

  • Your espresso machines (specific models, not just the category)
  • Your coffee grinders
  • Your recommended beans
Espresso machine product page should link to:
  • The brewing guide blog post
  • A comparison post (this machine vs competitors)
  • An FAQ about espresso machines
This creates bidirectional pathways that AI can follow in either direction. Someone asks a knowledge question, AI finds your blog, follows links to products. Someone asks for a product recommendation, AI finds your product, follows links to content that validates the recommendation.

4. Breadcrumb Navigation

Simple but effective. Breadcrumbs show the hierarchy:

Home > Kitchen > Knives > Chef's Knives > 8-Inch German Steel Chef's Knife

This gives AI an instant understanding of where a page sits in your site structure. It knows this is a specific product within a clear category hierarchy.

Most e-commerce platforms support breadcrumbs, but many stores either don't enable them or have broken breadcrumb markup. Check yours.

Pro tip: Add BreadcrumbList schema to your breadcrumbs. This makes the hierarchy machine-readable, not just visually clear.

5. Contextual Anchor Text

The clickable text of your links matters enormously. AI reads anchor text to understand what the linked page is about.

Bad anchor text:

  • "Click here"
  • "Learn more"
  • "Read this"
  • "Check it out"
Good anchor text:
  • "8-inch German steel chef's knife"
  • "our guide to choosing running shoes"
  • "espresso machine comparison"
  • "complete kitchen knife set"
When AI sees a link with the anchor text "best espresso machines for beginners," it immediately knows what to expect on the other side. This is a direct signal about page content and relevance.

Here are the pages that typically have the weakest internal linking, and it's costing them AI visibility:

New Products

You launch a new product. It goes on the "New Arrivals" page. Maybe. But does it get linked from:

  • The relevant category page?
  • Related existing product pages?
  • Blog posts that discuss the problem it solves?
  • Your homepage if it's a flagship product?
Most stores add new products and forget to integrate them into the existing link structure. AI can't recommend what it can't find.

Deep Category Pages

You have "Shoes > Running > Trail Running > Waterproof Trail Running." That last category might have great products but if it's 4 clicks deep with no shortcuts, AI might never crawl that far.

Add direct links to important deep categories from higher-level pages, blog posts, and even the homepage if they're important enough.

Support and Policy Pages

Your shipping policy, return policy, size guide, and care instructions contain information AI gets asked about constantly. "What's the return policy for [store]?" "How long does shipping take from [store]?"

But these pages usually only live in the footer. Link to them from relevant product pages too. A product page for a jacket should link to the size guide. A product page for anything should link to the return policy.

The About Page

We've covered why your About page matters for AI. But is it actually well-linked? Most sites only link to it from the navigation menu. Link to it from blog posts where you mention your expertise, from product pages where your brand story is relevant, from any content that references your company.

Before fixing things, you need to know what's broken. Here's a practical approach:

Check Your Most Important Pages

Pick your top 10 products and top 5 content pages. For each one, ask:

  • How many internal links point to this page?
  • What pages link to it?
  • Is the anchor text descriptive?
  • Can AI reach this page in 3 clicks or fewer from the homepage?
If any important page has fewer than 5 internal links or requires more than 3 clicks to reach, that's a priority fix.

Look for Orphan Pages

Orphan pages are pages with zero or very few internal links pointing to them. They exist on your site but are essentially invisible to AI crawlers.

Common orphans:

  • Old blog posts that were never linked from other content
  • Product pages for discontinued-then-re-added items
  • Landing pages from old campaigns
  • PDF files and resources
Find them and either link to them from relevant pages or remove them if they're no longer useful.

Links that go to 404 pages are worse than no links. They waste AI's crawl budget and create dead ends.

Use your Recomaze audit to identify broken links across your site. Fix them by updating the URL or removing the link.

Analyze Click Depth

How many clicks does it take to get from your homepage to your most important pages? If the answer is more than 3, restructure.

AI crawlers have limits on how deep they'll go. A product that's 6 clicks from the homepage might never get crawled at all.

The Implementation Plan

Here's how to fix your internal linking in a structured way:

Week 1: Quick Wins

Homepage links - Make sure your homepage links to your most important category pages AND your best content. Your homepage has the most authority. Use it wisely.

Navigation cleanup - Review your main navigation. Is it logical? Does it expose important categories? Remove noise and add missing important links.

Breadcrumbs - Enable breadcrumbs if they're not active. Add BreadcrumbList schema if it's missing.

Related products - Set up meaningful related product links on every product page. Not random, but contextually relevant.

Content bridges - Go through your product pages and add links to relevant blog posts, guides, and FAQ content.

Policy links - Add contextual links to size guides, shipping info, and return policies from relevant product pages.

Blog cross-linking - Go through your blog posts and add links to other relevant posts and to product pages. Every blog post should link to at least 2-3 other internal pages.

Category page content - Add descriptive text to category pages with links to subcategories, top products, and relevant guides.

FAQ linking - Make sure FAQ answers link to relevant products and content pages where helpful.

Week 4: Verify and Monitor

Crawl your site - Use a tool to verify that all important pages are reachable within 3 clicks.

Check for orphans - Find and fix any remaining orphan pages.

Test with AI - Ask ChatGPT and Perplexity about your products and topics. Compare results to before your changes.

Common Internal Linking Mistakes

Over-linking. Having 50 links in every paragraph makes each individual link less valuable. Be selective. Link to things that genuinely help the reader or provide important context.

Footer link dumps. Putting 200 links in your footer doesn't help AI understand your site. It's noise. Keep footer links to essential navigation.

Generic anchor text everywhere. Every "click here" or "learn more" is a wasted opportunity to tell AI what the linked page is about.

Linking only from navigation. Your main menu is important, but contextual links within content carry more weight. A link from within a relevant blog post is more valuable to AI than the same link in a navigation menu.

Ignoring old content. That blog post from 6 months ago that still gets traffic? Go back and add links to newer products and content. Internal linking isn't a one-time thing.

Same anchor text for different pages. If you use "running shoes" as anchor text linking to 5 different pages, AI gets confused about which page is the canonical source for that topic.

Why This Matters More Than You Think

Internal linking is the most underrated factor in AI visibility. Everyone focuses on content quality, schema markup, and product data structure. Those things matter. But without good internal linking, AI can't discover all your great content, can't understand how your pages relate to each other, and can't build the complete picture of your business that leads to confident recommendations.

Think of it this way: your internal links are the conversations between your pages. Without them, each page is an isolated island. With them, your entire site becomes a connected knowledge base that AI can navigate, understand, and recommend from.

And the best part? Unlike creating new content or implementing complex schema, fixing internal links is mostly about connecting things that already exist. You've already done the hard work of creating products and content. Now just connect them properly.

Run a free Recomaze audit to see how well AI can navigate your site structure. The audit crawls your site like an AI would and shows you exactly which pages are well-connected and which ones are invisible. Takes 2 minutes.

Internal Linking
Site Architecture
AI Crawlers
GEO
Technical SEO

Check Your AI Readiness

Get a free audit of your website's GEO optimization and AI visibility.

Start Free Audit
Recomaze AI Assistant

Audit Assistant

Powered by Recomaze AI

Recomaze AI Assistant response

Hi! I'm your AI Readiness Audit assistant. I can answer any questions about how audits work, how scores are calculated, what the metrics mean, and how to improve your site's AI readiness.

What would you like to know?

Quick questions: