Case Studies

Client results in AI search.

See how our work has changed AI visibility and customer inquiries for small and midsize businesses.

B2B SaaS

+412%

ChatGPT citation share in 90 days

Logistics platform became the default ChatGPT answer for cold-chain queries.

A 30-person logistics SaaS was invisible inside LLM answers despite strong organic SEO. We rebuilt their entity graph, published structured product data, and published six high-authority case studies. Within 90 days they were the primary cited source for the top 12 queries in their category.

"We started getting demo requests that mentioned 'ChatGPT recommended you' in the first week. Pipeline doubled by month three."
VP Marketing, B2B SaaS client

Specialty E-commerce

Perplexity primary source for 8 of 10 buyer queries

Independent brand displaced two enterprise competitors on Perplexity.

An independent specialty retailer was being skipped over in favor of large marketplaces. We organized their product data, published comparative buying guides designed for RAG retrieval, and earned placements across 14 review and editorial sources.

"Perplexity now treats us as the authoritative source. Our AI-attributed traffic converts at 3.2× our paid social baseline."
Founder, DTC e-commerce client

Professional Services

+38%

Qualified inbound pipeline, quarter-over-quarter

Boutique consultancy lifted qualified inbound by 38% in one quarter.

A 15-person consultancy with a strong reputation but weak digital presence engaged us for the Growth tier. We reworked their expert content into well-sourced formats AI systems could cite and placed founder commentary across the publications LLMs index most. Inbound pipeline lifted 38% with no paid spend increase.

"We didn't change a single thing about our services or pricing. The pipeline lift was entirely from showing up inside AI answers."
Managing Partner, consultancy client

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