AI search

How to Use Fact Densification for AI Citations

A practical guide to adding useful, sourced facts to your content so AI systems can understand and cite it.

HHermanRead more
AI search

Google AI Overviews Citation Gap: Why Top 10 Ranks Miss

A high Google ranking helps, but it does not guarantee that your page will be cited in an AI Overview.

STSearchFIT teamRead more
AI search

Gemini 4 Carbon vs Claude Opus 5.5 for Marketing Content

A practical, criteria-led comparison of research depth, writing quality, factual risk, cost and availability for marketing teams.

STSearchFIT teamRead more
AI search

ChatGPT Share of Google Search: Is It Really 20%?

OpenAI says ChatGPT handles search-like queries equal to about 20% of Google’s volume, but independent estimates measure a smaller share.

STSearchFIT teamRead more
AI search

How to Read Search Console AI Mode Data

A practical guide to what Google reports about AI Overviews and AI Mode, what it leaves out, and how to turn impressions into useful decisions.

STSearchFIT teamRead more
Ads

Google AI Mode Ads: What Marketers Should Do Now

Google is expanding ads in AI Mode, but advertisers still have limited placement-level reporting and no AI Mode-only campaign controls.

STSearchFIT teamRead more
AI search

Gemini 4 Carbon Hallucination Rate: What Benchmarks Show

A third-party benchmark puts Gemini 4 Carbon’s hallucination rate at about 11%, but the number needs context.

STSearchFIT teamRead more
AI search

GPT-6 Astra Hallucination Rate: Benchmarks Reviewed

A practical guide to what GPT-6 Astra’s reported accuracy scores mean, why benchmarks disagree, and what marketers should do next.

STSearchFIT teamRead more
AI search

Which AI Hallucinates the Least? November 2026 Update

A practical comparison of Claude, Gemini, GPT and Perplexity, with benchmark results explained by task and a verdict for different uses.

STSearchFIT teamRead more
AI search

ChatGPT Referral Traffic Drop: What October Data Shows

A sudden GA4 decline looked like lost demand, but October evidence points mainly to broken attribution, not fewer ChatGPT visitors.

STSearchFIT teamRead more
AI search

Claude Opus 5.5 Hallucination Rate: What Data Shows

A benchmark score is not a universal accuracy guarantee. Here is how to read Opus 5.5’s results and build safer content workflows.

STSearchFIT teamRead more
AI search

What GPT-6 Changed for ChatGPT Citations

GPT-6 appears to have changed how ChatGPT searches for and cites sources. Here is what is documented, what studies measured and what to test next.

STSearchFIT teamRead more
AI search

How to Sell AEO to Existing SEO Clients

A practical agency guide to proving the opportunity, handling objections and packaging AEO without overpromising.

STSearchFIT teamRead more
AI search

Perplexity Visibility Metrics Explained for Marketers

A practical guide to measuring citations, brand mentions, source position and referral outcomes on Perplexity.

STSearchFIT teamRead more
AI search

ChatGPT Visibility Tracker: What a Good One Must Measure

A practical guide to choosing a tracker that shows where your brand appears in ChatGPT, how reliable the data is, and what to improve next.

STSearchFIT teamRead more
AI search

GPT 6 vs Claude Opus 5.5 for SEO Work

A practical comparison of writing, technical SEO, large audits, API costs and which model suits your team.

STSearchFIT teamRead more
AI search

AI chatbots B2B vendor shortlist: What SaaS should do

See how AI chatbots shape B2B software shortlists and build the evidence, content and measurement SaaS buyers need to find and trust your product.

STSearchFIT teamRead more
AI search

Perplexity Shopping Comet: What Brands Should Test

A six-step test plan to check how your products appear in Perplexity Shopping and whether Comet can understand and use your store.

STSearchFIT teamRead more
AI search

Who Owns AEO? Roles for In-House Marketing Teams

A practical guide to assigning AEO ownership across SEO, content, PR and product marketing, with a clear operating model and useful measures.

STSearchFIT teamRead more
AI search

AEO KPIs for Executives: The Short List Worth Reporting

A practical guide to reporting AI visibility, citations and commercial outcomes without confusing activity for progress.

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AI search

Questions to Ask an AEO Agency Before You Sign

A buyer’s checklist for testing an AEO agency’s methods, proof, reporting and contract before you commit.

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AI search

AI Crawler Behavior: How GPTBot Reads Your Site

Learn what AI crawlers request, how they differ from Googlebot and how to check that search bots can access your important pages.

STSearchFIT teamRead more
AI search

Do ChatGPT Ads Affect Organic Brand Mentions?

What ChatGPT says about your brand and where your ads appear are different signals, but both deserve careful measurement.

STSearchFIT teamRead more

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