Earned Visibility & Reputation

85% of AI Citations Come From Third-Party Sources

Analysis of 21,311 brand mentions shows brands are 6.5x more likely to be cited through third-party sources. Your website is only 15% of the AI visibility equation.

Review Platforms AI Trusts: Where You Need to Be Listed

AI systems treat review platforms as trust signals when recommending businesses. Here are the platforms that matter and how to build your presence.

Negative Reviews and AI: Why One Bad Thread Can Tank Your Recommendations

AI systems read your reviews before recommending you. Negative sentiment, unanswered complaints, and bad Reddit threads shape whether ChatGPT and Google AI send customers your way.

Building a Reputation Machines Can Read: Structured Trust for AI Discovery

Your reputation exists in two forms: what humans perceive and what machines can read. AggregateRating schema, consistent NAP, and complete directory profiles make trust signals machine-readable.

I Audited a B2B Marketing Consultant's Website. Here's What I Found.

A full SEO and AI discoverability audit of a B2B marketing consultant's site. Strong positioning, zero schema, invisible to AI. What it's costing and how to fix it.

I Audited an Urgent Care Vet Clinic. Open 14 Hours a Day, Invisible on AI.

An SEO and AI discoverability audit of an urgent care vet clinic. 100+ Yelp reviews, ER-trained vets, affordable exams, but invisible to ChatGPT, Perplexity, and Google AI.

I Audited a Major Toyota Dealer's Website. Thousands of Reviews, Zero AutoDealer Schema.

An SEO and AI discoverability audit of a high-volume Canadian Toyota dealership. Thousands of Google reviews, decades in business, but zero AutoDealer schema, broken title tag, and invisible to AI.

I Audited a Landscape Company. Great Work, Zero Online Visibility.

An SEO and AI discoverability audit of an established landscape company. Beautiful portfolio, loyal customers, strong reputation, but no schema, no content, and invisible to AI.

I Audited an Influencer Marketing Agency. They Market Others, Not Themselves.

An SEO and AI discoverability audit of an influencer marketing agency. They connect brands with creators but their own site has zero schema, no content, and no directory presence.

I Audited an MSP Marketing Agency's Website. They Sell SEO but Their Own Site Has Zero Schema.

A B2B marketing agency specializing in managed service provider marketing. 120 blog posts, 14 case studies, a branded methodology, and zero structured data on any of it.

Backlinks vs Brand Mentions: What Actually Matters for AI Visibility

In traditional SEO, backlinks are king. In AI visibility, brand mentions may matter more. Here's what the data says and what to prioritize.

Business Directories That Actually Help AI Visibility (And Which Don't)

Not all directory listings help AI visibility. Here are the directories AI systems actually pull from, sorted by business type.

Do Google Reviews Help AI Visibility? (Yes, and Here's How)

Google reviews are one of the strongest signals AI systems use to decide who to recommend. Here's exactly how reviews connect to AI visibility.

How to Get Listed in 'Best Of' Roundup Articles

Roundup articles are the #1 source AI uses for recommendations. Here's how to find them, pitch the editors, and get your business included.

How to Get Recommended by AI: The Earned Visibility Playbook

Getting recommended by ChatGPT, Perplexity, and Google AI requires earned visibility. Here's the step-by-step playbook for building it.