Thunderdome B2B SaaS AI Visibility Index

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September 2026 snapshot · 72 AI answers Leader emerging

Catering Management: AI Visibility Ranking

Management software for catering companies covering proposals, events, menus, and invoicing. Right now, Total Party Planner is the brand AI assistants recommend most, with a Visibility Score of 66 and the #1 spot in 19% of answers. Head-to-head: Total Party Planner vs Caterease →

These rankings are measured from what the three models know from training, not a live web search. When the models DO search the web, see which sources they cite. Methodology.

Catering AI visibility is a two-brand fight with nothing close behind.

Total Party Planner and Caterease sit within 7 points of each other at the top, while the next brand trails by 16 points, making the rest of the field a secondary conversation. The rivalry has an interesting wrinkle: Caterease wins first-pick honors at 28% versus Total Party Planner's 19%, suggesting Claude in particular drives strong preference for Caterease with a score of 85. Tripleseat is the only credible third voice, but its 43 overall score and near-zero Claude presence keep it from threatening the lead pair.

AI-generated analysis of the September 2026 measurements.

# Brand Visibility Score Mention rate Avg. position #1 pick rate Models
1 Total Party Planner
66
±4.6
74% 2.1 19% ChatGPT #1 Claude #2 Gemini #2
2 Caterease
59
±6.3
65% 2.0 28% ChatGPT #3 Claude #1 Gemini #3
3 Tripleseat
43
±5.4
54% 3.1 19% ChatGPT #4 Claude #7 Gemini #1
4 HoneyBook
39
±5.5
54% 3.8 7% ChatGPT #7 Claude #3 Gemini #4
5 Curate
32
±7.5
43% 3.5 8% ChatGPT #2 Claude #5 Gemini #7
6 Better Cater
29
±7.4
39% 3.5 3% ChatGPT #6 Claude #4 Gemini #6
7 FoodStorm
16
±5.5
24% 4.3 0% ChatGPT #8 Claude #12 Gemini #5
8 CaterZen
15
±5.2
19% 3.4 3% ChatGPT #5 Claude #14 Gemini #11
9 Dubsado
10
±4.4
17% 5.1 0% ChatGPT #11 Claude #6 Gemini #14
10 Spoonfed
6
±2.6
11% 5.3 0% ChatGPT #12 Claude #10 Gemini #9
11 Planning Pod
6
±2.5
8% 4.2 0% ChatGPT Claude #13 Gemini #8
12 Okta
6
±2.6
7% 3.0 1% ChatGPT Claude #9 Gemini #12
13 Toast
5
±3.6
8% 4.5 0% ChatGPT #9 Claude Gemini #13
14 AWS
5
±2.7
6% 1.8 1% ChatGPT Claude #11 Gemini #10
15 Google Workspace
5
±3.2
8% 5.0 0% ChatGPT #10 Claude #8 Gemini #15

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: Microsoft Entra ID (4.4), Microsoft Azure (4.2), Square (3.8), Better Catering (3.5), 17hats (3.1). 64 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 34/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Catering Management head-to-head →  ·  Explore the prompt tree →

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Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini
0 25 50 75 100 Visibility Score · 0 = never mentioned, 100 = always the first recommendation Total Party Planner Caterease Tripleseat HoneyBook Curate Better Cater FoodStorm CaterZen Dubsado Spoonfed

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.

1 2 3 4 5 6 7 8 9 10 11 Position in the answer · 1 = the first product recommended Total Party Planner Caterease Tripleseat HoneyBook Curate Better Cater FoodStorm CaterZen Dubsado Spoonfed

What each model recommends first

ChatGPT

gpt-5.4

1 Total Party Planner
68
2 Curate
55
3 Caterease
42
4 Tripleseat
42
5 CaterZen
33

Claude

claude-sonnet-4-6

1 Caterease
85
2 Total Party Planner
77
3 HoneyBook
54
4 Better Cater
38
5 Curate
23

Gemini

gemini-3-flash-preview

1 Tripleseat
66
2 Total Party Planner
52
3 Caterease
49
4 HoneyBook
39
5 FoodStorm
28

The questions we asked

Each model answered every prompt 3 times in September 2026. Prompts are brand-neutral so no vendor gets seeded into the question.

  1. Best overall
    What's the best management software for a catering company? See who wins it →
  2. Use-case fit
    We're an off-premise caterer that needs proposals, event scheduling, menu costing, and invoicing in one system. What should we use? See who wins it →
  3. Top tools in 2026
    What are the top catering management platforms in 2026? See who wins it →
  4. Startup & small team
    Which catering software is best for a small startup caterer on a budget? See who wins it →
  5. Enterprise pick
    Which undefined should a large enterprise standardize on, considering security, compliance, and scale? See who wins it →
  6. Feature-led ask
    I need software with quotes, event timelines, staffing, and invoicing for our catering business. What do you recommend? See who wins it →
  7. If you could pick one
    If you could only pick one catering management platform, which would it be and why? See who wins it →
  8. Budget & alternatives
    What catering software has the best integrations with our accounting and payment tools? See who wins it →