Competitor Benchmarking
Murf AI
Murf AI vs no competitors configured
Share of Voice
1%
Murf AI · live · today
H2H win rate
—
aggregate vs all competitors
Avg position gap
—
citation rank · + = ahead
Citation share lead
—
owned − best competitor
Sentiment gap
—
owned − competitor avg
Share of Voice — Murf AI
weekly runs · Murf AI
No SoV history yet
Weekly share-of-voice snapshots appear here once collection has run for at least one closed week.
Head-to-head — Murf AI vs competitors
position per brand from the SAME cited answers
Head-to-head not available yet
This compares each competitor's position in the same cited answers. It populates once the project has citations naming Murf AI and a competitor domain.
Topic battleground
you vs best competitor per topic
Topic battleground not available yet
Comparing Murf AI to the best competitor per topic needs cited runs whose prompts carry a topic — none yet for this project.
Citation share by brand
cited domains · owned vs competitors
murf.ai 1% · 2
381 citations · Murf AI share 1% (knowledge 0 · commercial 1)
Peer-network benchmarkingNEW
anonymized · industry cohort
Peer benchmarking unavailable
Set an industry on the workspace to join an anonymized peer cohort.