Blog Posts

Insights & News

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

Guide

How One B2B SaaS Company Increased AI Answer Engine Citations by 340%

Real-world SaaS case study: 340% increase in AI citations using AEO tactics. Step-by-step playbook for ChatGPT, Perplexity, Gemini visibility.

KKevin
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Guide

Building Topical Authority in the Age of LLMs

Master topical authority for AI search. Learn citation tracking, content clustering, and LLM optimization strategies to rank in ChatGPT, Perplexity, and Gemini.

KKevin
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Guide

Building Custom AEO Workflows With the SearchFit API

Learn to build custom Answer Engine Optimization workflows using SearchFit's API. Step-by-step guide for engineers to integrate AI visibility tracking.

KKevin
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Guide

Building an AI Content Factory: Lessons From 10,000 Articles

Learn how to build a scalable AI content factory. Real lessons from producing 10,000+ articles: infrastructure, quality gates, and what breaks at scale.

KKevin
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Guide

Building Your AEO Workflow Inside Claude

Learn how to build an end-to-end Answer Engine Optimization workflow inside Claude. Step-by-step guide for tracking AI visibility and optimizing content.

KKevin
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Guide

Building AEO Agents on Top of SearchFit MCP

Learn to build custom Answer Engine Optimization agents using SearchFit's MCP tools. Step-by-step guide for AI engineers integrating AEO tracking into LLM workflows.

KKevin
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Guide

Brand Mentions vs Backlinks: What Actually Matters for AI Ranking

Unlinked brand mentions now rival backlinks for AI ranking. Learn why LLMs weight entity signals differently and how to optimize for both.

KKevin
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Guide

Autonomous Content Validation: How Agents Score Their Own Work

Learn how validator and scorer agents catch hallucinations and errors before content reaches humans. Step-by-step guide to autonomous content validation.

KKevin
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Guide

Automating AEO Reports via API: Templates Included

Learn to automate Answer Engine Optimization reports via API. Step-by-step guide with code templates for ChatGPT, Perplexity, and Gemini tracking.

KKevin
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Guide

How to Audit Your Site's AEO Score in 5 Minutes

Step-by-step guide to audit your AEO score and AI search visibility in 5 minutes. Learn what answer engine optimization means for your site.

KKevin
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Guide

Attribution for AI Search Traffic: What Finally Works

Learn proven attribution models for AI search traffic. Track ChatGPT, Perplexity, Gemini citations and connect them to conversions with step-by-step methodology.

KKevin
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Guide

The Architecture of an AEO Agent Team

Build an AEO agent team that tracks AI visibility and generates ranked content. Step-by-step guide to structuring roles, workflows, and tech stacks for answer engine optimization.

KKevin
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Guide

Answer Engine Optimization vs Traditional SEO: Where to Allocate Your 2026 Budget

Compare AEO vs SEO ROI, timelines, and resource costs for 2026. Data-driven budget allocation framework for marketing leaders.

KKevin
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Guide

AI Hallucinations: Why Accuracy Is the New Backlink

Learn why factual precision is now critical for AI visibility. Master AEO tactics to prevent hallucinations and dominate ChatGPT, Perplexity, and Gemini rankings.

KKevin
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Guide

The Role of AI Citation Tracking in Modern Content Strategy

Learn how AI citation tracking shapes content strategy. Track brand visibility across ChatGPT, Perplexity, Gemini, and optimize for AI search visibility.

KKevin
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Guide

Agent Memory and Long-Context SEO Research

Learn how persistent agent memory accumulates brand knowledge across audits to power answer engine optimization at scale.

KKevin
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Guide

Agent-Driven Internal Link Selection Explained

Learn how AI agents automate internal link selection at scale. Step-by-step guide for content ops teams to place relevant links without manual curation.

KKevin
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Guide

The AEO Scorecard: 12 Metrics Every SEO Should Track in 2026

Track the 12 AEO metrics that matter in 2026. Learn how to measure AI visibility, citations, and LLM rankings across ChatGPT, Perplexity, Gemini, and more.

KKevin
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Guide

The AEO Content Brief Template Every Team Needs

Master AEO content briefs with our step-by-step template. Track AI citations, structure answer-first content, and rank across ChatGPT, Perplexity, Gemini, and Claude.

KKevin
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Guide

5 Content Strategies That Actually Work for AI Search Visibility

Learn 5 proven content strategies to rank in ChatGPT, Perplexity, Gemini, and Claude. Master AEO tactics that drive AI citations and visibility at scale.

KKevin
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Guide

10 Questions You Can Ask the SearchFit MCP Server

Master the SearchFit MCP server with 10 essential questions. Get copy-paste Claude prompts to track AI visibility, analyze rankings, and optimize for ChatGPT, Perplexity, Gemini.

KKevin
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Guide

10 Prompts to Try With the SearchFit Claude Plugin

Master AEO with 10 ready-made Claude prompts for AI visibility. Track rankings, audit content, and optimize for ChatGPT, Perplexity, Gemini, and more.

KKevin
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Agentic AI & Developer Tools for SEO

Claude Computer Use vs OpenAI Operator: Which Agentic AI Wins in 2026?

Compare Claude Computer Use and OpenAI Operator: features, capabilities, pricing, and which agentic AI tool wins for your business in 2026.

KKevin
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Agentic AI & Developer Tools for SEO

OpenAI Operator AI Agent 2026: What SEO Teams Need to Know

Learn how OpenAI Operator AI Agent impacts SEO strategy in 2026. Discover AEO optimization tactics for AI search visibility.

KKevin
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