Case studies · MVP
One engagement, in depth.
For the MVP, we publish one anonymised case study. Clarity over volume , we would rather show one engagement in depth than ten logos with no proof.
From near-zero AI presence to 1,157 live citations across five LLMs.
1,157
AI citations live
5+
LLMs covered
+340%
Brand mention rate
6 weeks
First citation signals
The engagement
Sector
B2B FinTech (anonymised).
Challenge
Strong SEO presence, near-zero presence in AI answers. Competitors with weaker brand recognition were being cited by ChatGPT and Perplexity for the brand's core category prompts.
What we did
Full GEO Set Up: entity architecture rebuilt across site, schema and third-party sources; comparison and use-case content restructured for retrievability; netlinking and authority layer built across the publications LLMs trust in financial services; founder-level LinkedIn authority layer.
Results
1,157 live AI citations. +340% brand mention rate across 5+ LLMs. Citation parity reached with the two largest incumbent competitors on priority prompts.
Timeline
Early citation signals within 6 weeks. Consolidated results within less than 90 days. Now scaling on the monthly Visibility Program.
Editorial, not promotional. We let the numbers do the work, and we explain the mechanism clearly enough that a technical buyer can audit the logic.
Next step