Case Studies

Case Study: From Zero to 47 AI Citations in 90 Days — How One Agency Did It

JB
1 min read

Case Study: From Zero to 47 AI Citations in 90 Days

This case study documents how Meridian Digital took a B2B SaaS client from zero AI citations to 47 monthly citations across ChatGPT, Perplexity, and Google AI Overviews in 90 days.

What Was the Starting Point?

A mid-market HR tech company with DR 52, 200+ blog posts, and zero AI citations. The gap was content architecture, not quality.

What Did the 90-Day Execution Plan Look Like?

Three 30-day sprints: Sprint 1 restructured 24 posts into chunks + schema. Sprint 2 created 12 new AEO-native articles. Sprint 3 distributed to Reddit, LinkedIn, and industry forums.

The Results: 90 Days of AEO Performance

47 monthly citations (23 ChatGPT, 15 AI Overviews, 9 Perplexity). 340% increase in AI-referred traffic. $180K pipeline from AI referral leads. 18% citation share of voice from 0%.

Before and After: Content Architecture Changes

From 2,000-word walls of text to 10-12 self-contained chunks per post, with FAQ schema, author E-E-A-T, and statistic chunks with named sources.

AEO results are achievable, measurable, and repeatable. Start with content restructuring, add schema, create AEO-native articles, and distribute strategically.

JB

JB

Founder & CEO, GenPicked

JB is the founder of GenPicked, the AI-first platform helping agencies dominate answer engine optimization. With deep expertise in AEO, content strategy, and SaaS growth, JB builds the tools agencies need to get their clients cited by ChatGPT, Perplexity, and Google AI Overviews.

Credentials:

AEO Pioneer, SaaS Founder, Agency Growth Strategist

Frequently Asked Questions

How long does it take to see AEO results?

Most brands begin seeing initial AI citations within 30-45 days of implementing AEO optimizations, with significant results appearing around the 90-day mark. The timeline depends on existing domain authority, content volume, and the competitiveness of the topic space. Brands with strong existing authority may see results faster.

What was the most impactful AEO tactic in this case study?

Content restructuring into 50-150 word citation-optimized chunks delivered the single largest impact. Converting 24 existing blog posts from long-form prose to structured chunks accounted for approximately 60% of the citations gained. Schema markup contributed another 25%, and strategic distribution across community platforms added the remaining 15%.

Can small agencies replicate these AEO results?

Yes. The methodology described in this case study does not require a large team or significant budget. A single content strategist with AEO training can manage the optimization workflow for 5-8 client brands. The key requirement is systematic execution — restructuring content chunks, implementing schema, and maintaining consistent publishing cadence.

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#case study#AI citations#results#agency success#AEO implementation