Blog Posts

Insights & News

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

Guide

The 2026 AI Model Landscape for Marketers: Opus 4.8, Fable 5, GPT-5, DeepSeek V4, Gemini

Navigate the 2026 AI model landscape: compare Claude Opus 4.8, GPT-5, DeepSeek V4, Gemini, Grok, and Perplexity Sonar. CMO’s guide to picking models that drive

HHermanRead more
Guide

SearchFit Now Runs on Claude Opus 4.8: What It Changes for Your AEO

Claude Opus 4.8 now powers SearchFit audits, agent reasoning, and scoring. Here's how the 1M context window, faster inference, and deeper reasoning change your

KKevinRead more
Guide

Track Your Brand Across ChatGPT, Claude, Perplexity, and Gemini in One View

Stop juggling tools for ChatGPT, Perplexity, Claude, and Gemini. Learn how to unify AI brand tracking in one dashboard, step by step with SearchFit.

HHermanRead more
Guide

Why a Single LLM Isn't Enough for AEO: 2026 Update

Relying on one LLM for answer engine optimization fails in 2026. Learn why multi-model visibility across ChatGPT, Perplexity, Gemini, Claude & DeepSeek is

HHermanRead more
Guide

The Web and Dev Team's Technical AEO Checklist

Step-by-step technical AEO checklist for web and dev teams: crawlability, schema, llms.txt, and performance to get cited by ChatGPT, Perplexity, Gemini, and

KKevinRead more
Guide

The CMO's Guide to AI Agent Skills in 2026

Learn what AI agent skills are and how CMOs can deploy them to regain AI answer engine visibility, automate content at scale, and stop losing traffic to

HHermanRead more
Guide

Real-Time Alerts for Brand Mentions in AI Answers: A Setup Guide

Set up instant alerts when your brand appears or drops in ChatGPT, Perplexity, Gemini, Claude, and Grok. Step-by-step tutorial for growth teams to stop losing

HHermanRead more
Guide

Claude Code vs Cursor vs OpenCode: Which AI Tool Pairs Best With SearchFit

Engineering-led comparison of Claude Code, Cursor, and OpenCode for building AEO workflows with SearchFit. Step-by-step guide to choose the coding agent that

KKevinRead more
Guide

10 AI Agent Skills Every Shopify Store Needs in 2026

Forget basic automation. These 10 AI agent skills, from dynamic pricing to AI-optimized product feeds, separate shops that compound growth from those losing

KKevinRead more
Guide

AI Visibility for Shopify: Schema, Structured Data, and the Plugin That Helps

Step-by-step guide for Shopify merchants to implement product schema for AI visibility. Learn structured data tactics and how the SearchFit plugin surfaces

HHermanRead more
Guide

The RevOps Checklist for Attributing AI-Driven Pipeline

RevOps teams are flying blind on AI-influenced revenue. This checklist gives you the exact steps to attribute pipeline from ChatGPT, Perplexity, and

KKevinRead more
Guide

The Best Answer Engine Optimization Platforms for Perplexity in 2026

Stop losing Perplexity citations to competitors. This buyer's guide walks you through evaluating AEO platforms on citation tracking, alerting, and content

KKevinRead more
Guide

How to Optimize Your Content to Appear in Perplexity and Claude Answers

Learn the exact structure and accuracy patterns that get your content retrieved by Perplexity and Claude. Step-by-step guide for SEO teams to earn AI citations

HHermanRead more
Guide

The Tool That Combines Social Listening With AI Search Brand Tracking

Track brand mentions on Reddit and social media that get cited by ChatGPT, Perplexity, and Gemini. Learn how SearchFit unifies social listening with AI search

KKevinRead more
Guide

Claude Opus 4.8 vs GPT-5 for E-E-A-T Content: Accuracy, Citations, Hallucinations

See how Claude Opus 4.8 and GPT-5 stack up on accuracy, citation quality, and hallucination risks for E-E-A-T content. Build an AI content pipeline that earns

HHermanRead more
Guide

The Lowest-Hallucination LLMs for E-commerce Content in 2026

Compare factual accuracy across LLMs for product descriptions, category pages, and buyer guides. Learn a testing protocol to pick the most trustworthy model

HHermanRead more
Guide

Claude Opus 4.8 Hallucination Rate: Benchmarks vs GPT-5 and Gemini

We benchmarked Claude Opus 4.8, GPT-5, and Gemini 2.5 on AEO writing tasks to measure hallucination rates. See the data, our methodology, and how to run your

KKevinRead more
Guide

The Product Marketer's AEO Checklist

Turn product positioning and comparison content into AI citations with this step-by-step AEO checklist for product marketers. Rank on ChatGPT, Perplexity, and

HHermanRead more
Guide

Does Claude or ChatGPT Hallucinate More? The 2026 Data

Compare hallucination rates for Claude Opus 4.8, GPT-5, and Gemini based on 2026 evaluation data. Learn how factual accuracy in AI answers drives citations and

KKevinRead more
Guide

Introducing the SearchFit Public Visibility Index

Discover the free SearchFit Public Visibility Index: benchmark AI citations across ChatGPT, Perplexity, Gemini, Claude, and more. Learn how to claim your brand

KKevinRead more
Guide

SSO, SAML, and RBAC: Enterprise Features in SearchFit

IT admins: lock down SearchFit with SAML SSO and granular RBAC. Step-by-step guide to Okta, Azure AD, Google Workspace setup, role scoping, and audit control.

HHermanRead more
Guide

SOC 2, GDPR, and Data Residency at SearchFit

Verify SearchFit's SOC 2, GDPR compliance, and data residency options. A step-by-step guide for enterprise buyers to audit certifications, data flows, and

KKevinRead more
Guide

Inside SearchFit Engineering: Our pgvector and TimescaleDB Stack

Discover how SearchFit engineers use pgvector for AI citation vector search and TimescaleDB for time-series analysis to track brand visibility across ChatGPT

HHermanRead more
Guide

Inside SearchFit Engineering: Why We Chose Trigger.dev v4

A step-by-step engineering breakdown of why SearchFit replaced its content engine job orchestration with Trigger.dev v4, covering run engine architecture

KKevinRead more

Get SearchFIT Weekly

What we are learning about getting brands cited in AI search, in your inbox every week. Unsubscribe any time.