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

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

HHermanRead more
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

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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

KKevinRead more
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

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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

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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

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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

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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

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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

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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

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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

HHermanRead more
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.

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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

HHermanRead more
Guide

Citation Leaderboards by Industry: Q2 2026 Findings

Q2 2026 citation leaderboards reveal which industries dominate AI answer engines. Step-by-step guide to analyzing winners, movers, and turning insights into

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Guide

Does Opus 4.8 Cite Differently? A Model-Behavior Study

An operator-level guide to testing how Claude Opus 4.8 selects and ranks sources. Step-by-step workflow, prompt patterns, and what the results mean for your

HHermanRead more
Guide

The Quarterly AI Visibility Review Checklist for Leaders

A step-by-step cadence checklist for marketing leaders to run a systematic quarterly AI visibility review across ChatGPT, Perplexity, Gemini, and Claude, with

KKevinRead more
Guide

Who Gets Cited by Claude vs ChatGPT: A Cross-Engine Study

Uncover who Claude and ChatGPT cite in this cross-engine study. Learn to measure share-of-voice differences and build an AEO strategy that earns citations on

HHermanRead more
Guide

The State of AEO Mid-2026: SearchFit's H1 Report

Get the definitive mid-2026 AEO benchmarks from SearchFit's H1 report. Learn the AI visibility trends reshaping SEO, and follow our step-by-step guide to act

HHermanRead more
Guide

AEO for Logistics and Supply Chain Software

Learn how logistics and supply chain software providers can earn citations in ChatGPT, Perplexity, Gemini, and Claude using answer engine optimization, and why

HHermanRead more
Guide

AEO for Gaming and Entertainment

Stop losing gaming & entertainment traffic to AI answers. Learn exact AEO tactics to get cited by ChatGPT, Perplexity, Gemini, Claude for fandom queries.

HHermanRead more
Guide

AEO for Climate and Sustainability Brands

Learn how climate and sustainability brands can earn trust and citations in ChatGPT, Perplexity, Gemini, and Claude. Step-by-step answer engine optimization

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Guide

AEO for FinTech Lending and Payments

Master answer engine optimization for fintech lending and payments. Learn how to get cited in ChatGPT, Perplexity, and Gemini while satisfying compliance with

HHermanRead more
Guide

The Pre-Publish AEO Checklist: 20 Checks Before You Ship

Stop publishing AI-invisible content. This 20-step pre-publish AEO checklist helps B2B SaaS, e-commerce, and agency teams verify every article is optimized for

HHermanRead more
Guide

AEO for HR Tech and the Future of Work

HR-tech marketers are losing visibility in AI answer engines. This step-by-step AEO guide shows how to rank in ChatGPT, Perplexity, and Gemini for benefits

HHermanRead more

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