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Case StudyVitamins & Supplements

How SEOasis Unlocked AI Visibility for Bronson Vitamins

Driving real purchases from ChatGPT, Perplexity, and Google AI Overviews — with 71.6% of AI revenue coming from net-new customers.

By SEOasis · Bronson Vitamins

+204%

AI sessions

+283%

AI purchases

+264%

AI revenue

71.6%

from new customers

Bronson Vitamins — the 65-year-old supplement brand we made visible to ChatGPT, Perplexity, and Google AI Overviews

Bronson Vitamins is a trusted ecommerce supplement brand with over 65 years of history, selling vitamins, minerals, and wellness products through their Shopify store. They had a solid traditional SEO presence — but as buying decisions started shifting inside AI-generated answers, Bronson was invisible to the new buyer.

The Challenge: Invisible Inside AI Answers

Bronson's catalog ranked well in classic Google search, but AI platforms told a different story:

  • ChatGPT and Google AI Overviews couldn't reliably find, read, or recommendBronson's products when customers asked supplement questions.
  • A growing share of buying decisions were happening inside AI-generated answers — and Bronson was getting left out of the recommendation set.
  • Traditional SEO signals weren't enough. AI engines need structured, machine-readable signals and third-party citations — not just keyword-targeted pages.

Our Approach: The SEOasis AEO System

We applied SEOasis's full-stack Answer Engine Optimization (AEO)system to Bronson's Shopify store across five workstreams — engineered specifically for how ChatGPT, Perplexity, and Google AI Overviews decide which brands to surface.

Our Methodology

How We Did It

1

AI-Ready Collection Pages

Built AI-readable collection pages targeting transactional vitamin keywords so ChatGPT and Google AI Overviews could find and understand Bronson's catalog.

2

Schema Markup

Implemented JSON-LD schema across product and collection pages, giving AI crawlers structured signals about ingredients, benefits, and brand trust.

3

Internal Linking Architecture

Restructured internal linking using a hub-and-spoke model to concentrate topical authority and guide AI crawlers through the catalog.

4

Reddit Authority Building

Built authentic Reddit presence in health and supplement communities — a key citation source for AI engines like Perplexity and ChatGPT.

5

Transparent Reporting

Bi-weekly strategy calls, Friday reports, and a private Slack channel kept the Bronson team informed at every step.

Results at a Glance

Period-over-Period Growth from AI Traffic

ChatGPT, Perplexity, and Google AI Overviews — all moving in the right direction.

2,005

AI Sessions

▲ +204% — was 660

23

AI Purchases

▲ +283% — was 6

1.15%

Conversion Rate

▲ +35% — was 0.85%

1,230

New Users

▲ +142% — was 509

$607

Monthly AI Revenue

▲ +264% — was $167

71.6%

New Customer Revenue

of AI revenue from first-time buyers

AI Traffic Growth

Steady Growth from February Through April 2026

Bronson's AI-referred sessions grew steadily over the period — with a particularly strong surge in mid-to-late March as newly structured pages and schema markup began earning recommendations across AI platforms.

Revenue Trend

AI Revenue Nearly Tripled

After an initial calibration period, AI-driven revenue stabilized and then began a consistent upward climb. By late April, the daily running average had nearly tripledfrom its mid-period low — showing compounding momentum as Bronson's AI presence deepened.

A Critical Signal

71.6% of AI Revenue Came from New Customers

AI visibility isn't just reinforcing existing customers — it's actively opening the top of the funnel and introducing Bronson to buyers who had never purchased before.

70.8%

New Customer Revenue

First-time buyers from AI channels

29.2%

Returning Customer Revenue

Existing buyers re-engaged via AI

Key Takeaways

The AEO Playbook

1. AI Visibility Is Its Own Channel

Strong traditional SEO does not automatically translate to AI visibility. ChatGPT and Google AI Overviews need structured, machine-readable signals — and they need them on the right pages.

2. Schema Is the Unlock

Once JSON-LD schema landed across product and collection pages, AI crawlers had the structured signals they needed — ingredients, benefits, and brand trust — to start recommending Bronson with confidence.

3. Reddit Is an AI Citation Source

Authentic Reddit presence in supplement communities directly influenced what Perplexity and ChatGPT cited. AI engines lean on community signals — not just your own marketing copy.

4. AI Opens the Top of the Funnel

With 71.6%of AI-driven revenue coming from first-time buyers, AI visibility isn't just re-engaging existing customers — it's a genuine acquisition channel.

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Want Results Like These for Your Brand?

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