Total Party Planner leads overall; Caterease owns first-pick conversions. Total Party Planner holds the top rank by showing up in 74% of answers versus Caterease's 65%, and it dominates the questions buyers ask most broadly: best overall, startup fit, feature comparisons, and budget alternatives. ChatGPT is the clearest separator, scoring Total Party Planner at 68 against a weak 42 for Caterease, while Gemini also leans the same way. Caterease punches back through Claude, where it scores 85 to Total Party Planner's 77, and it wins the first-pick slot 28% of the time versus 19%, meaning when Claude or a trend-framed question drives the conversation, Caterease lands ahead.
| Total Party Planner | Caterease | |
|---|---|---|
| Visibility Score | 66 | 59 |
| Rank in category | #1 | #2 |
| Mention rate | 74% | 65% |
| #1 pick rate | 19% | 28% |
| Avg. position when named | 2.1 | 2.0 |
The models split: ChatGPT prefers Total Party Planner, Claude prefers Caterease, Gemini prefers Total Party Planner.
Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.
Mentions out of 9 answers per question. Click any question for the full transcripts.
Open this matchup in the compare tool → · Total Party Planner brand report · Caterease brand report
Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.