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Insights On Local SEO, Search Growth & AI Visibility

Practical strategies, experiments, and insights to help businesses improve search performance.

Latest Articles

Technical SEO

AI

OR LLM OPTIMIZATION

Optimize your content to be understood, trusted, and cited by AI systems.

Jul 05, 2026 10 min read

How to Detect AI Bot Traffic & Optimize for LLM Crawlers

What You'll Learn:

Detect AI crawlers via logs, GA4, and bot tools.
Configure robots.txt and llms.txt for AI crawler control.
Identify AI crawler user-agents and handling rules.
Optimize server response for LLM extraction efficiency.

Ai Agent

PYTHON

AUTOMATION

Optimize your content to be understood, trusted, and cited by AI systems.

Jun 22, 2026 14 min read

Building a Python Agent for Automated Log File Analysis

What You'll Learn:

Parse millions of log lines with streaming Python patterns.
Cluster Googlebot behavior by URL segment automatically.
Ship daily crawl-health reports to Slack with zero manual work.
Detect indexation drops before they hit rankings.

LLM

AI

SEARCH VISIBILITY

Optimize your content to be understood, trusted, and cited by AI systems.

Jun 09, 2026 12 min read

The Entity Playbook: Winning in ChatGPT & Perplexity

What You'll Learn:

Become the entity of record in LLM answer engines.
Structure content for extractability across retrieval systems.
Build the knowledge graph signals that AI systems trust.
Measure AI visibility with practical, repeatable methods.

General

GBP

OPTIMIZATION

Optimize your content to be understood, trusted, and cited by AI systems.

May 24, 2026 7 min read

The 10 Google Business Profile Settings Most Owners Get Wrong

What You'll Learn:

Configure primary and secondary categories correctly.
Structure services and products for local intent matching.
Fix duplicate listings and NAP inconsistencies at scale.
Set up review velocity systems that compound over months.