Caloravine

Turning search algorithms into revenue streams

Most e-commerce sites get technical SEO backwards. They obsess over meta tags while ignoring the signals that actually move product pages up in search results. These guides walk through what matters and what doesn't, with real examples from stores that grew organic traffic without consultants or agency budgets.

Viktor Lindström

Viktor Lindström

Former search analyst who spent nine years debugging why product pages rank or don't. Now writing about the patterns that emerge when you look at thousands of search results instead of best practice documents.

Read full background →

Recent field reports

Questions people ask

Start with problems, not tactics

These learning paths group pieces by the specific issue they address rather than by technique or category. Pick the problem that matches where your store is stuck right now, then work through the sequence in order.

When category pages don't rank

1

5 E-Commerce SEO Mistakes That Cost Us $47K in Sales

Understand how search engines interpret collection structure before fixing anything

2

Why Our Store Vanished From Google for 4 Months

Diagnose which signals are missing or misconfigured in your current setup

3

The SEO Tool Graveyard We Built Together

See what actually happened when stores fixed these exact issues

Product pages buried on page three

1

We Spent $6K Launching Products Nobody Found

Learn why individual product pages fail to compete in search results

2

How SEO Software Promises Wrecked Freelance Timelines

Review detailed examples of stores that moved products from invisible to visible

3

What actually worked after SEO failed us twice

Get specific answers to technical questions about implementation

Questions about your store's search visibility?

These guides cover patterns that show up across hundreds of e-commerce sites. If you're dealing with something specific to your platform or product catalog, send me the details and I'll point you toward what actually applies.

How these pieces connect

The site doesn't organize content by publishing date or category. Instead, each piece links to others based on actual logical dependencies — what you need to understand first before the next concept makes sense.

Core progression: Foundation to execution

5 E-Commerce SEO Mistakes That Cost Us $47K in Sales

Establishes how search engines process e-commerce site architecture and why certain structural choices create ranking advantages

Why Our Store Vanished From Google for 4 Months

Builds on structural knowledge to identify specific technical signals that influence category and product page visibility

The SEO Tool Graveyard We Built Together

Documents real implementation results showing which technical changes produced measurable traffic increases