How Sidecar AI achieved 87% AI relevance score accuracy
Sidecar AI used Ranqer to build thought leadership in AI/ML subreddits. The result: organic discovery through Reddit and AI search engines like ChatGPT and Perplexity.
Key Results
87%
AI scoring accuracy
relevance precision
Active
ChatGPT mentions
appearing in AI search results
2,400+
Reddit karma earned
across target subreddits
+180%
Inbound demos
from organic Reddit traffic
The Challenge
As a newer AI/ML platform, Sidecar AI struggled to get noticed in a market dominated by established players. They needed organic brand mentions that would feed into AI search engines.
The Solution
Ranqer monitored AI/ML subreddits for discussions about model deployment, MLOps, and platform comparisons. Authentic, technically-informed responses positioned Sidecar AI as a credible alternative.
“Ranqer helped us get mentioned by ChatGPT when users ask about ML platforms.”