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Marshmallow

marshmallow.com Insurance Tech
51
AI Score

Marshmallow — a leading Insurance Tech solution.

Does ChatGPT recommend Marshmallow? Is Marshmallow good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Marshmallow across hundreds of real prompts to calculate an AI visibility score. With a score of 51/100, Marshmallow has moderate AI visibility — there's room to improve.

0%
ChatGPT
0%
Gemini
0%
Claude
0%
DeepSeek
0%
Mistral
28%
Mention Rate
0
Positive
0
Negative
1
Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

  • Good feature set
  • Active development
  • Reliable performance

⚠️ What AI Says Needs Work

  • Could improve documentation
  • Limited free tier

🏆 Competitors AI Mentions

🔗 Sources AI Cites

🤖 AI Readiness Score

How prepared is Marshmallow for AI-driven discovery?

10
/ 100
llms.txt
Schema.org
AI Crawlers
FAQ Schema
Citations
Reddit

Last crawled: Apr 24, 2026

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if Marshmallow appears in Google's AI-generated answers. Get notified →

💬 Sample ChatGPT Response

Prompt: "What is the best insurance software?"
When looking at insurance tech solutions, there are several strong options to consider. The market leaders in this space offer robust features, good integrations, and reliable performance. Your choice should depend on your team size, budget, and specific workflow requirements.

💬 Sample Gemini Response

Prompt: "What is the best insurance software?"
When looking at insurance tech solutions, there are several strong options to consider. The market leaders in this space offer robust features, good integrations, and reliable performance. Your choice should depend on your team size, budget, and specific workflow requirements.

💬 Sample Claude Response

Prompt: "What is the best insurance software?"
When looking at insurance tech solutions, there are several strong options to consider. The market leaders in this space offer robust features, good integrations, and reliable performance. Your choice should depend on your team size, budget, and specific workflow requirements.

💬 Sample DeepSeek Response

Prompt: "What is the best insurance software?"
When looking at insurance tech solutions, there are several strong options to consider. The market leaders in this space offer robust features, good integrations, and reliable performance. Your choice should depend on your team size, budget, and specific workflow requirements.

💬 Sample Mistral Response

Prompt: "What is the best insurance software?"
When looking at insurance tech solutions, there are several strong options to consider. The market leaders in this space offer robust features, good integrations, and reliable performance. Your choice should depend on your team size, budget, and specific workflow requirements.

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Marshmallow AI Score
<a href="https://ataiva.com/ai/marshmallow/"><img src="https://ataiva.com/badge/marshmallow.svg" alt="Marshmallow AI Score"></a>

Last scanned: Apr 24, 2026 · Data from ChatGPT, Gemini, Claude · AI Brand Index · What does ChatGPT say about Marshmallow? · Insurance Tech