Company profile
Codeium
GPT 
PPLX 
GEM 
CLD 3/4 engines cite Codeium68
/ 100 visibility score
live · first edition
Engine breakdown
ChatGPT Cited
Perplexity Cited
Gemini Cited
Claude Not cited
Live metrics
Presence rate82%
Average rank when cited4.6
Share of voice4.1%
Engine coverage3/4
About this measurement
Codeium's score is computed from live multi-engine sampling across ChatGPT, Perplexity, Gemini and Claude on French cybersecurity buyer prompts. Cited sources will appear here from the next edition as source-level data is captured.
What moves the score
Codeium is cited by 3 of 4 engines in AI coding assistants. The fastest gains here come from independent, third-party sources the models trust — comparison pages, reviews and editorial coverage — rather than owned content alone. Engine coverage and source authority are the two dimensions with the most headroom.
#4 of 20 in AI coding assistantsCodeium ranks #4 of 20 in AI coding assistants
Codeium is being out-cited by higher-ranked competitors. See exactly which prompts and engines you're missing — and how to climb. Free scan across ChatGPT, Perplexity, Gemini and Claude.
Methodology & data by ZivRank · the firm behind the Index