AI-generated visibility summary
AI visibility summary for CodingFleet
CodingFleet holds a marginal AI visibility position with an overall score of 5.3, driven by a 6.0% mention rate and a 10.0% citation rate across 10 engines. Its strongest performance comes from Claude and Exa, each achieving a 20.0% mention rate, a 20.0% citation rate, and scores of 21.0 and 20.0 respectively. In contrast, five engines—Google AI Mode, Google AI Overview, Google Search, and Perplexity—return zero mentions and zero citations, representing the weakest visibility channels. Competitor pressure is intense: Claude Code leads with a 54.0 score and 80.0% mention rate, while Codex, Scale, and GitHub Copilot all outperform CodingFleet. Citation gaps are evident; although CodingFleet’s own citation rate is 10.0%, its cited domains are dominated by llm-stats.com and youtube.com, not its own site. A practical implication is that CodingFleet appears in only 3 of 5 prompts, with zero mentions in two prompts entirely, suggesting its brand is absent from key coding tool comparison conversations where competitors dominate.
