EVIDENCE-LED SEARCH VISIBILITY FIELD NOTES

Engineering Field Notes & SEO Diagnostics

We do not publish 2,000-word keyword-stuffed agency filler. Every guide below isolates one specific search visibility bottleneck, explains how to read Search Console or AI citation evidence, and hands you the exact fixes to ship.

DIAGNOSTIC ARCHIVE

4 Core Technical Teardowns

Updated for 2026 Google Algorithms & Generative AI Engines
SHOPIFY TECHNICAL SEO 6 MIN READ · SEP 1, 2026

Google Not Indexing Your Shopify Product Pages? Read the Reason, Then Match the Fix

Shopify product pages that Google refuses to index fail for predictable reasons. Stop requesting indexing on every URL repeatedly: isolate whether it is thin copy, variant canonicals, or a rogue noindex tag.

Primary Diagnostic: GSC Pages Report & Crawl Prioritization
Key Risk: Fighting Shopify canonical tags with manual theme code
SEARCH CONSOLE ANALYTICS 8 MIN READ · AUG 27, 2026

Impressions but No Clicks? Diagnose the Real SEO Problem

Seeing impressions in Google Search Console feels like progress until you see zero clicks. Learn why rewriting titles on position 75 queries is pure busywork, and how to classify queries into three actionable stages.

Primary Diagnostic: Average Position vs. Search Intent Alignment
Key Risk: Rewriting snippets repeatedly before earning striking distance
SHOPIFY SEARCH DIAGNOSTICS 7 MIN READ · AUG 27, 2026

Why Your Shopify Store Isn't Ranking on Google

"Not ranking" is not one problem. An unindexed page, a page ranking at position 80, and a page at position 6 with zero clicks require completely different engineering responses. Walk the 4-stage diagnosis in order.

Primary Diagnostic: 4-Stage Cascading Search Funnel
Key Risk: Buying SEO apps instead of fixing content intent and authority
AEO & GENERATIVE SEARCH 6 MIN READ · SEP 3, 2026

Does Your Store Show Up in AI Search? ChatGPT, Perplexity & Claude Diagnostics

AI engines recommend stores based on entity certainty rather than keyword density. Discover why large language models cite your competitors while ignoring your store, and run the 3-prompt audit across ChatGPT and Perplexity.

Primary Diagnostic: 3-Prompt Audit (Entity, Category, Head-to-Head)
Key Risk: Leaving product pricing trapped inside client-side JS
18 CLIENT-SIDE UTILITIES

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Google Index Checker SERP Snippet Preview AI Visibility Checker AEO Readiness Score Schema Generator Robots.txt Validator Sitemap Validator SEO Checklist 2026
The Next Move

Tools show symptoms. We isolate your #1 revenue bottleneck.

Get a comprehensive diagnosis of your website across Google and AI engines with 3 battle-tested fixes you can deploy this week.

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