Blog Posts

Insights & News

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

Guide

GLM 5.2 for AEO Content: First Benchmarks and Where It Wins

We ran GLM 5.2 through dozens of answer-engine writing tasks. See the accuracy scores, structure wins, and citation gains vs. older models, plus a full

HHerman
Read more
Guide

GPT-5.6 Sol for Multilingual AEO: Non-English Content That Gets Cited

Use GPT-5.6 Sol to build a multilingual AEO strategy that earns citations in ChatGPT, Perplexity, Gemini, and more. Concrete steps for non-English content that

HHerman
Read more
Guide

Getting Cited by AI With GPT-5.6 Sol: A Content Playbook

Get cited by ChatGPT, Perplexity, Claude, and Gemini with this GPT-5.6 Sol content playbook. Step-by-step guide for teams to boost AI visibility and answer

KKevin
Read more
Guide

GPT-5.6 Sol Hallucination Rate: What Our 2026 Tests Show

We tested GPT-5.6 Sol's factual accuracy on typical answer engine optimization writing tasks. See the test design, hallucination patterns, and a repeatable

KKevin
Read more
Guide

GPT-5.6 Sol for AEO Content: First Benchmarks and Where It Wins

We stress-tested GPT-5.6 Sol for AEO writing: accuracy, structure, citation-worthiness. See the first benchmarks against the prior default and where it wins

HHerman
Read more
Guide

Claude Fable 5 for Multilingual AEO: Non-English Content That Gets Cited

Step-by-step guide to using Claude Fable 5 for multilingual answer engine optimization. Generate non-English content that gets cited in ChatGPT, Perplexity

HHerman
Read more
Guide

Getting Cited by AI With Claude Fable 5: A Content Playbook

Step-by-step playbook for drafting content with Claude Fable 5 that ChatGPT, Perplexity, Gemini, and Claude cite. Tactical prompts, structure, and visibility

KKevin
Read more
Guide

Claude Fable 5 Hallucination Rate: What Our 2026 Tests Show

Data-backed tests reveal Claude Fable 5 invents facts on 36%+ of AEO writing tasks. Reproducible test set, benchmarks, and what content teams must do now.

HHerman
Read more
Guide

Claude Fable 5 for AEO Content: First Benchmarks and Where It Wins

A practitioner's review of Claude Fable 5 for AEO content creation: benchmarks, output quality, and how it wins on accuracy, structure, and citation-worthiness

KKevin
Read more
Guide

SEO vs GEO vs AEO: The Difference Explained

SEO, GEO, and AEO are three different jobs, not three names for the same thing. Here is what each one optimizes, where it shows up, and how they work together to win both Google and AI assistants.

HHerman
Read more
Product

How SearchFit Supports Microsoft Copilot

Microsoft Copilot is now a major answer surface across Windows, Microsoft 365, Bing, and Edge. Here is how SearchFit tracks your brand inside Copilot, alongside ChatGPT, Claude, Grok, DeepSeek, Perplexity, and Gemini.

KKevin
Read more
Guide

Model Routing Settings: Pick the Right LLM Per Task

Learn how to configure SearchFit's Writer, Validator, and Researcher models to maximize AI visibility. Pick the optimal LLM per task for accurate citations and

KKevin
Read more
Guide

How to Choose a Writer Model for Your Brand Voice

Match writer models to your brand voice so you own your tone in AI search. Step-by-step guide for content leads to stop generic outputs and start getting cited.

HHerman
Read more
Guide

SearchFit Agent, Upgraded to Claude Opus 4.8

SearchFit's AI agent now runs on Claude Opus 4.8, bringing extended thinking, faster citations, and deeper AEO audits. Follow our six-step guide to use the

HHerman
Read more
Guide

Writing Profiles, Now Powered by Opus 4.8

SearchFit Writing Profiles now use Opus 4.8 to give you precise control over brand voice across ChatGPT, Perplexity, and Gemini. Step-by-step setup guide for

KKevin
Read more
Guide

Unified Reporting: One Dashboard for Every Marketing Channel

Centralize GA4, GSC, and AI citation data from ChatGPT, Perplexity, Gemini, Claude, and Grok in one dashboard. Stop switching tabs, see every marketing channel

KKevin
Read more
Guide

The Orchestration Layer: Scheduling Content From Live Data

Stop losing AI citations to competitors. Build an orchestration layer that triggers content creation from live visibility data across ChatGPT, Perplexity, and

KKevin
Read more
Guide

Event Tracking Comes to SearchFit: From Signal to Story

SearchFit's new event tracking turns product launches, funding news, and content updates into measurable AI answer engine signals. Step-by-step guide for SEO

KKevin
Read more
Guide

The Agency Client-Onboarding Checklist for AEO

A 12-step agency client onboarding checklist built for AEO. Audit AI visibility, set up tracking across ChatGPT and Perplexity, fire up content briefs, and

HHerman
Read more
Guide

Introducing Product-Data Sync for E-commerce Brands

Connect your product catalog to SearchFit's content engine and auto-generate AI-optimized pages that get cited by ChatGPT, Perplexity, and Gemini. Step-by-step

HHerman
Read more
Guide

SearchFit Now Ingests Google Ads: Paid Meets AI Visibility

SearchFit's new Google Ads connector unifies paid and AI visibility reporting. Stop guessing how ChatGPT, Perplexity, and Gemini citations impact your

HHerman
Read more
Guide

How to Prioritize Content When You Have Ads, Organic, and AI Data

Stop guessing what to write next. A step-by-step framework to stack-rank content topics using PPC data, organic search signals, and AI citation tracking so you

HHerman
Read more
Guide

How to Run a Quarterly AI Visibility Business Review

Step-by-step framework for CMOs to measure AI visibility across ChatGPT, Perplexity, Gemini; tie citations to revenue; and run a quarterly AEO review.

HHerman
Read more
Guide

How to Migrate Reporting Off Spreadsheets and Into One Platform

Stop stitching manual spreadsheets. Step-by-step guide to migrate reporting to one platform, unify GA4, GSC, and AI visibility metrics for faster, more accurate

KKevin
Read more