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Insights & News

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

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.

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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.

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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.

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AI search

Paid Organic AI Search: How Teams Share Data

A practical working agreement helps paid and organic teams turn AI search data into better content, smarter bids and shared growth.

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AI search

Semrush AI Toolkit vs AEO Tools: Which Fits?

Already paying for Semrush? Compare its AI Visibility Toolkit with specialist AEO platforms and choose based on your tracking needs.

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AI search

Prompt Set AI Tracking: Build Buyer-Led Prompts

A practical workflow for turning real buyer questions into a useful AI visibility tracking set.

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AI search

AEO Retainer Pricing: How Agencies Charge in 2026

A practical guide to 2026 AEO retainer benchmarks, packaging choices, deliverables and profitable scoping for agencies.

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AI search

AI Visibility Competitor Benchmark: A Hands-On Guide

Use a controlled prompt set to see which brands AI engines mention, recommend and cite, then turn the gaps into a practical improvement plan.

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AI search

AI Search Attribution Models Compared: What to Use

A practical comparison of last click, multi-touch, surveys and lift testing for measuring the impact of AI search.

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AI search

Brand Mention Velocity: Do Fresh Mentions Move AI Answers?

A practical guide to fresh brand mentions, AI recommendations and what marketing teams can measure.

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AI search

Review Sites vs AI Chatbots in Software Buying

Buyer surveys point to a two-part journey: AI helps buyers discover and compare software, while reviews help them verify the choice.

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AI search

Shopify Agentic Storefronts: Merchant Checklist

A practical checklist for understanding Shopify’s AI sales channel and preparing your catalogue for agent-led shopping.

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AI search

Get AI Brand Mention Alerts Before Misinformation Spreads

A practical monitoring and response plan for catching inaccurate AI answers before they confuse customers or damage trust.

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AI search

Product Feed AI Shopping Agents: What Do They Read?

Feeds help agents find and compare products. Your website adds the detail that helps them understand whether a product fits.

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AI search

Ahrefs Brand Radar vs AEO Tool: Which Should You Choose?

A practical comparison of Ahrefs Brand Radar and dedicated AEO trackers, so you can choose the right visibility data and workflow for your team.

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AI search

How Many Prompts Do You Need for AI Visibility?

A practical guide to choosing, grouping and repeating prompts for AI visibility measurement.

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AI search

Product Attributes That Hurt AI Shopping Visibility

A practical guide to the product data gaps that can keep your products out of AI-generated shopping recommendations.

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AI search

ecommerce vs b2b ai search: Two Different Playbooks

E-commerce needs accurate product data and customer evidence. B2B needs clear category answers and trusted proof across the buyer’s research journey.

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AI search

Measure AI Shopping Share of Voice

A practical guide to testing product recommendations across AI assistants and turning the results into useful actions.

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AI search

AEO Audit Template: What to Check and in What Order

A prioritised AEO audit checklist for finding the technical and content issues that can keep your brand out of AI answers.

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AI search

AEO Glossary: 50 Terms Marketers Should Know in 2026

A plain-English guide to 50 AEO and AI search terms, with practical examples for marketers.

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AI search

How to Connect AEO to Revenue: A Practical Guide

A step-by-step way to connect AI search visibility with qualified pipeline and closed revenue.

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