Both are ai visibility monitoringtools, and both have been checked field by field against their own sites. Below is where they actually differ — and where we couldn't establish a difference.
2 capabilitieswhere one offers it and the other states it doesn't.
Sentiment analysis✕No✓Yes
Writes content✓Yes✕No
left column ALLMO · right column Semrush
Every capability, side by side
CapabilityALLMOSemrush
Monitors brand mentions✓Yes✓Yes
Tracks citations✓Yes✓Yes
Sentiment analysis✕No✓Yes
Competitor benchmarking✓Yes✓Yes
Prompt discovery✓Yes✓Yes
Share of voice✓Yes?Not published
Recommends fixes✓Yes?Not published
Writes content✓Yes✕No
Publishes content✕No✕No
Builds off-site citations?Not published✕No
Does outreach✕No✕No
Generates schema / llms.txt✕No?Not published
Technical audit✓Yes?Not published
AI crawler analytics✕No?Not published
Traffic attribution✕No?Not published
Revenue attribution✕No?Not published
A/B testing✕No?Not published
Geo segmentation✓Yes?Not published
AI advertising✕No?Not published
Product catalogue optimisation✕No?Not published
Not published is not a no.Where a vendor never states whether it does something, we say so rather than printing a verdict we can't source — so an empty-looking row is a gap in their documentation, not a missing feature.