QBench AI visibility score and rankings

Parse Score

72.4

89.0Excellent

How well you compete

40.5Average

How broadly AI mentions you

55.9Great

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

72.4

89.0Excellent

How well you compete

40.5Average

How broadly AI mentions you

55.9Great

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Brand performance

How QBench's AI visibility has changed over time

Brands AI most often recommends alongside QBench

Questions people ask AI where QBench appears in the last 30 days

Prompt	Prompt visibility
What is the best LIMS (Laboratory Information Management System) for a small clinical lab technician to use?	54.2
which sample management software should I use?	30.8
We need to manage inventory of expensive reagents. What system automatically deducts stock levels as tests are run and triggers re-ordering?	24.1

Domains AI cites when recommending QBench in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
What is the best LIMS (Laboratory Information Management System) for a small clinical lab technician to use?	54.2
which sample management software should I use?	30.8
We need to manage inventory of expensive reagents. What system automatically deducts stock levels as tests are run and triggers re-ordering?	24.1

Domain	Citations	Prompts
qbench.com Laboratory Inventory Management Software \| QBench Cloud-based LIMS	4	1
qbench.com Sample Management Software \| QBench Cloud-Based LIMS	2	1
gitnux.org Top 10 Best Sample Manager Software of 2026	1	1

Domain	Citations	Prompts
qbench.com Laboratory Inventory Management Software \| QBench Cloud-based LIMS	4	1
qbench.com Sample Management Software \| QBench Cloud-Based LIMS	2	1
gitnux.org Top 10 Best Sample Manager Software of 2026	1	1