AI visibility is still a young field, and what counts as a “good” score varies widely by industry. Benchmarking gives your numbers meaning by comparing them to a baseline and to your competitors.
Establish a baseline
Spend your first few weeks watching your scores settle before setting targets. This baseline shows your brand’s natural range and gives you a realistic starting point for measuring growth.
Benchmark against competitors
The most useful comparison is against your direct rivals. Use the Industry ranking table to line up your metrics with your competitive set:
- Visibility — if the leader is far ahead, find the categories where they out-mention you and focus there.
- Placement — if rivals are consistently positioned ahead of you, your content may not yet read as authoritative enough to be the top pick.
- Sentiment — compare your tone to the category to see whether reputation is an advantage or a liability.
Benchmark by category
Always benchmark within your prompt categories. A brand might dominate branded queries while barely appearing in broader category questions. Looking category by category tells you whether you’re only visible to people who already know you — or genuinely winning new audiences through AI.
Set targets relative to your competitors and your own trend, not to an absolute number. Beating last month and closing the gap on the leader are the goals that matter.
