Blog Posts

Insights & News

Learn more from members of our team and industry-leading experts.

Guide

Why We Shipped a Claude Plugin First

SearchFit prioritized Claude plugins over ChatGPT GPTs for answer engine optimization. Here's the strategic reasoning behind that decision.

KKevin
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Guide

Why a Single LLM Isn't Enough for AEO Anymore

Single LLM pipelines fail at AEO scale. Learn why multi-model strategies are now essential for AI visibility across ChatGPT, Perplexity, Gemini, and Claude.

KKevin
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Guide

Why MCP Is the Right Abstraction for SEO Tools

Learn why Model Context Protocol is the ideal architecture for SEO tools and AI search visibility. Step-by-step guide to implementing MCP for your SEO stack.

KKevin
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Guide

Why Your E-commerce Traffic Is Dropping: The AI Answer Engine Effect

E-commerce traffic plummeting? AI answer engines are the culprit. Learn why and what to do immediately to reclaim visibility.

KKevin
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Guide

Why AI Search Is the Biggest Shift in Marketing Since Mobile

AI search is fundamentally reshaping how buyers discover brands. Learn why CMOs must act now or face structural disadvantages in visibility and traffic.

KKevin
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Guide

Webhook-Driven AI Visibility Alerts: A Setup Guide

Learn how to set up real-time webhook alerts for AI search visibility changes in Slack or Teams. Step-by-step guide for ops engineers.

KKevin
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Guide

UTM Strategies for AI Search Engines

Master UTM parameterization for AI search engines. Track ChatGPT, Perplexity, Gemini traffic in GA4. Step-by-step guide for marketing ops.

KKevin
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Guide

Using the SearchFit SDK: Node, Python, and Go Examples

Step-by-step guide to integrating SearchFit SDK in Node.js, Python, and Go. Learn API authentication, tracking AI visibility, and building AEO workflows.

KKevin
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Guide

Using MCP to Query Citation Data in Plain English

Learn how to query citation data in Claude using MCP without coding. Step-by-step guide for marketers tracking AI visibility and brand citations.

KKevin
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Guide

Use SearchFit Directly From Claude Desktop

Connect SearchFit to Claude Desktop in 5 minutes. Track AI visibility for ChatGPT, Perplexity, Gemini directly from Claude with MCP server setup.

KKevin
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Guide

Understanding llms.txt and Why It Matters for Your Site

Learn what llms.txt is, how to create one, and whether it actually improves your AI search visibility. Step-by-step guide for developers.

KKevin
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Guide

Trigger.dev + Multi-Agent Orchestration: Our Stack Explained

Learn how to build scalable multi-agent content workflows with Trigger.dev. Step-by-step guide to orchestrating AI agents for AEO at scale.

KKevin
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Guide

Tracking Dark Traffic From ChatGPT Referrals

Learn how to track ChatGPT referrals and AI dark traffic in GA4. Step-by-step guide to capture unattributed visits from AI assistants.

KKevin
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Guide

How to Track Your Brand Visibility Across ChatGPT, Perplexity, and Gemini

Step-by-step guide to monitoring your brand citations and rankings across ChatGPT, Perplexity, Gemini, and Claude. Track AI visibility without manual tools.

KKevin
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Guide

Sub-Agents for Keyword Research: A Deep Dive

Learn how to decompose keyword research into focused sub-agents and merge outputs for AI-first SEO. Step-by-step guide for developers.

KKevin
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Guide

Slash Commands Included in SearchFit for Claude

Master SearchFit's slash commands for Claude. Step-by-step guide to tracking AI visibility, generating AEO content, and optimizing for ChatGPT, Perplexity, and more.

KKevin
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Guide

Share of Voice: The New AEO KPI for Marketing Leaders

Learn how Share of Voice replaces keyword rank as the primary AEO metric. Step-by-step guide to tracking AI visibility across ChatGPT, Perplexity, Gemini, Claude.

KKevin
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Guide

Server-Side Analytics for AI Crawler Detection

Learn how to detect and track AI crawlers like GPTBot, PerplexityBot, and Gemini on your server. Step-by-step guide to server-side analytics setup.

KKevin
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Guide

SearchFit Plugin + Claude Code: The Dev Workflow

Step-by-step guide: integrate SearchFit Plugin into Claude Code for AI search optimization. Track AEO performance, instrument sites, automate ranking workflows.

KKevin
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Guide

SearchFit MCP Tools Reference: Every Tool, Every Input

Complete MCP tools reference for SearchFit. Document all tools, inputs, outputs, and invocation examples for AI search optimization.

KKevin
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Guide

Meet the SearchFit MCP Server: A New Way to Work

Learn how the SearchFit MCP server integrates AI search visibility tracking into your workflow. Step-by-step setup guide for agencies and developers.

KKevin
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Guide

SearchFit Now Integrates Google Analytics: Close the AEO Loop

Close the AEO loop with SearchFit's new GA4 integration. Track AI citations to conversions, measure answer engine ROI, and optimize at scale.

KKevin
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Guide

SearchFit Is Now Live on the Claude Plugin Marketplace

SearchFit's Claude plugin is live. Track AI visibility across ChatGPT, Perplexity, Gemini, Claude, and more directly from Claude. Step-by-step setup guide.

KKevin
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Guide

SearchFit API vs MCP Server: Which Should You Use

Compare SearchFit API vs MCP Server. Learn when REST API is simpler and when MCP is worth the switch for AI search optimization.

KKevin
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