Blog Posts

Insights & News

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

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

KKevin
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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

HHerman
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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

KKevin
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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

KKevin
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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

HHerman
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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

KKevin
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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

HHerman
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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

HHerman
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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

KKevin
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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

HHerman
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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

KKevin
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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

KKevin
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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.

HHerman
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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

KKevin
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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

HHerman
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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

KKevin
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Guide

The Founder's Checklist for Owning Your Category in AI Answers

Step-by-step startup checklist for founders sequencing the moves that win category-defining prompts in ChatGPT, Perplexity, Gemini, and Claude. Drive AI

HHerman
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Guide

Customer Story: A Legal Practice's Journey to ChatGPT Visibility

See how a personal injury law firm turned zero AI visibility into 12 weekly ChatGPT citations and a 40% lift in qualified leads by applying answer engine

KKevin
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Guide

Customer Story: How a DTC Brand Tripled AI Citations in 60 Days

A DTC brand tripled its AI citations in 60 days. Get the step-by-step playbook, ChatGPT, Perplexity, Gemini visibility, review signals, prompt research, and

HHerman
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Guide

The AEO ROI Calculator: Model Your Answer Engine Upside

Build an AEO ROI calculator to model incremental pipeline and revenue from ChatGPT, Perplexity, and Gemini citations. Step-by-step framework for marketing

KKevin
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Guide

The AEO Audit Checklist: 42 Items to Review Before Launch

Verify your site is AEO-ready with this 42-item audit checklist. Covers ChatGPT, Perplexity, Gemini visibility, structured data, content signals, and tracking

KKevin
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Guide

The E-commerce Director's AEO Checklist for Product Visibility

Step-by-step merchandising checklist for e-commerce directors to make product data citable in ChatGPT, Perplexity, Gemini, and Google AI answers. Track AI

HHerman
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Guide

Announcing the Free SearchFit AEO Grader

SearchFit's free AEO Grader scores your site's visibility across ChatGPT, Perplexity, Gemini, and Claude. Get a detailed AEO score card, see where competitors

KKevin
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Guide

Automating Publishing With the SearchFit CLI and GitHub Actions

Integrate SearchFit CLI with GitHub Actions to automate AI-optimized content publishing. Eliminate manual deploys and get content live in ChatGPT, Perplexity

KKevin
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