Executive summary
butter.us is a B2B SaaS (virtual workshop/facilitation platform) and has strong first-party crawlable pricing plus multiple first-party comparison pages (e.g., Butter vs SessionLab, Microsoft Teams). The biggest AI-citation risk is weak/unclear third-party review authority: G2 shows only ~20 reviews (and no clear Leader/High Performer badge signal in the live snippet), while TrustRadius shows only 6 reviews—so AI engines may not reliably shortlist Butter for “best [category] software” queries.
Based on audit of butter.us · Apr 1, 2026
Avg Prompt Score
43
across 18 prompts
Category Rank
#48
of 61 brands
vs. Category Avg
-14
avg 60/100
Critical Issues
5
critical + high
Marketing · score distribution
61 brands46/100 · #48 of 61 · -14 below avg · median 63
Pillar scores vs. category average
Vertical line = category average (61 brands)