Topic: “Product Discovery Software”
11/20 queries visible
Last checked February 22, 2026
Cited in 11/20 queries (weighted score: 11.0)
Target MentionedCited in 13/20 queries (weighted score: 6.0)
Not FoundCited in 10/20 queries (weighted score: 5.3)
Not FoundCited in 10/20 queries (weighted score: 4.5)
Not FoundCited in 7/20 queries (weighted score: 4.0)
Not FoundCited in 4/20 queries (weighted score: 2.8)
Not FoundCited in 2/20 queries (weighted score: 0.8)
Not FoundCited in 2/20 queries (weighted score: 0.8)
Not FoundCited in 2/20 queries (weighted score: 0.5)
Not FoundCited in 2/20 queries (weighted score: 0.5)
Not FoundCited in 1/20 queries (weighted score: 0.5)
Not FoundCited in 1/20 queries (weighted score: 0.5)
Not FoundKey Findings
- rubberduckylabs.io appears in 11/20 AI queries for "Product Discovery Software"
- Most common citation type: recommended (11 times)
- Average citation position: #1.5 (across 11 queries)
- Top competitors by AI visibility: Algolia (13/20), Constructor (10/20), Bloomreach (10/20)