Blog Posts

Insights & News

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

Guide

The Shopify Store's AEO Checklist

Your Shopify store can lose 60% of organic traffic to AI answer engines. Use this practical AEO checklist to get cited by ChatGPT, Perplexity, Gemini, and

HHerman
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Guide

How to Build an AEO Workflow Inside Claude With MCP

Build a zero-touch Answer Engine Optimization pipeline in Claude using SearchFit MCP tools. Track AI visibility across ChatGPT, Perplexity, Gemini, Claude, and

KKevin
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Guide

How to Instrument Your Site for AI Crawler Analytics

Set up AI crawler analytics across ChatGPT, Perplexity, Gemini, and Claude. Capture bot traffic in GA4, server logs, and CDNs, then unify everything in

KKevin
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Guide

How to Localize Unified-Data Content for Global Markets

Step-by-step guide to localize content for global markets using unified data and AI citation tracking. Increase visibility in ChatGPT, Perplexity, and Gemini

HHerman
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Guide

How to Audit Competitor Citations Across Every Engine

Step-by-step workflow to audit competitor citations across ChatGPT, Perplexity, Gemini, and Claude. Find gaps, reverse-engineer wins, and recover AI visibility

KKevin
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Guide

How to Prove AEO Impact to a Skeptical CEO

Prove AEO impact to a skeptical CEO with a CFO-ready business case. Quantify AI visibility loss, tie citations to revenue, and automate reporting using

KKevin
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Guide

The Migration Checklist: Moving From Point Tools to a Unified Platform

Step-by-step migration checklist for marketing ops to move from fragmented point tools to a unified platform. Reduce costs, fix AI visibility gaps, and

HHerman
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Guide

How to Turn CRM and Event Data Into Content Topics

Turn CRM and event data into content topics that rank in AI search. A practical step-by-step methodology for growth teams to stop guessing and use first-party

HHerman
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Guide

How to Orchestrate a 30-Day Content Calendar From Your Data

A step-by-step workflow for SEO and content leads to build a data-driven 30-day calendar using AI visibility signals, prompt research, and scheduled

KKevin
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Guide

How to Get Cited by Claude Opus 4.8 Specifically

Step-by-step guide for SEO teams to get cited by Claude Opus 4.8 specifically. Tactics for AI retrieval, entity optimization, and crawlability backed by

HHerman
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Guide

How to Build a Cross-Channel AEO Dashboard

Step-by-step guide to building a cross-channel AEO dashboard that unites organic, paid, AI visibility, and product data. Track ChatGPT, Perplexity, Gemini

KKevin
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Guide

How to A/B Test Model Outputs for Content Quality

Learn a step-by-step methodology for A/B testing LLM outputs to improve content quality. Stop guessing which model wins, run fair comparisons on accuracy

HHerman
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Guide

How to Brief an AI Writer for Executive-Grade Content

Stop getting generic AI copy. Learn how to brief AI writers like Opus 4.8 and DeepSeek V4 Pro for crisp, executive-grade content that shapes C-suite decisions

HHerman
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Guide

The CEO's Checklist for Building an AI-First Marketing Org

Practical, no-fluff checklist for CEOs restructuring marketing teams for AI search. Track visibility in ChatGPT, Perplexity, Gemini. Assign AEO/GEO roles

KKevin
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Guide

How to Set Up Event-Based AI Visibility Alerts

Step-by-step ops tutorial: trigger AI visibility alerts from product launches, pricing changes, and competitor events. Stop losing citations on ChatGPT

KKevin
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Guide

How to Feed Product Data Into Your AEO Content

E-commerce teams: stop watching competitors get cited in ChatGPT and Perplexity while your catalog sits invisible. This step-by-step guide shows how to feed

KKevin
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Guide

How to Unify Ads and Organic Reporting in One View

Step-by-step guide to building a unified ads and organic report in SearchFit. Connect PPC, SEO, and AI visibility data into a single dashboard, no more

HHerman
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Guide

The Half-Life of an AI Citation

Learn how to measure and extend the half-life of your AI citations across ChatGPT, Perplexity, and Gemini. Step-by-step tactics for AI search visibility and

KKevin
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Guide

How Product Data Improves Citation Rates: A Controlled Study

Step-by-step experiment for e-commerce teams to measure how structured product data boosts AI answer citations across ChatGPT, Perplexity, Gemini. Concrete

KKevin
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Guide

The CMO's Checklist for Choosing an AEO Platform

A practical, data-driven checklist for CMOs evaluating answer engine optimization platforms. Cut through vendor hype and measure data depth, orchestration, and

KKevin
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Guide

Brand Mention Velocity as an Early AEO Signal

Learn how to use brand mention velocity as a leading indicator of AI citations across ChatGPT, Perplexity, Gemini, and Claude. Step-by-step playbook for AEO

KKevin
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Guide

Prompt Volume Trends: What Buyers Asked AI in H1 2026

Discover which buyer prompts surged across ChatGPT, Perplexity, and Gemini in H1 2026. A step-by-step guide to sizing prompt volume trends and turning AI

HHerman
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Guide

The Overlap Between Paid, Organic, and AI Winners

Learn the cross-channel visibility analysis that reveals whether the same brands win paid, organic, and AI search. Step-by-step research guide for CMOs.

KKevin
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Guide

How Often Do AI Engines Update Their Citations?

Discover how often ChatGPT, Perplexity, Gemini, and Claude update their citations and the re-crawl cadences no one talks about. A step-by-step guide to

HHerman
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