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✓Yes✕No
Technical audit✓Yes✕No
left column Ahrefs · right column AI SEO Tracker
Every capability, side by side
CapabilityAhrefsAI SEO Tracker
Monitors brand mentions✓Yes✓Yes
Tracks citations✓Yes✓Yes
Sentiment analysis✓Yes✕No
Competitor benchmarking✓Yes✓Yes
Prompt discovery✓Yes✓Yes
Share of voice✓Yes✓Yes
Recommends fixes?Not published✓Yes
Writes content✕No?Not published
Publishes content✕No✕No
Builds off-site citations✕No?Not published
Does outreach✕No?Not published
Generates schema / llms.txt✕No✕No
Technical audit✓Yes✕No
AI crawler analytics✕No✕No
Traffic attribution✕No✕No
Revenue attribution✕No✕No
A/B testing✕No✕No
Geo segmentation?Not published✕No
AI advertising✕No✕No
Product catalogue optimisation✕No✕No
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.