✦ AI-Generated Answer

Between SurveySparrow and Qualaroo, SurveySparrow has higher AI visibility with a score of 38/100 vs 28/100. SurveySparrow is mentioned in 2/8 prompts while Qualaroo appears in 2/8. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts. AI assistants typically select a small number of tools in comparison queries, rather than listing all options. Tools like GoAI.ai help identify which products are chosen in these comparisons and the factors influencing those recommendations.

AI Recommendation Comparison

SurveySparrow vs Qualaroo

Which Survey & Feedback brand dominates AI recommendations?

Winner

SurveySparrow

Survey & Feedback

38/100

Weak

Mentions: 2/8

Voice: 20%

Sentiment: Neutral

✗ ChatGPT ✗ Claude ✗ Perplexity ✓ Gemini

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Qualaroo

Survey & Feedback

28/100

Weak

Mentions: 2/8

Voice: 30%

Sentiment: Mixed

✓ ChatGPT ✗ Claude ✗ Perplexity ✗ Gemini

Full analysis →

SurveySparrow has a higher AI visibility score, meaning AI assistants recommend it more frequently.

Signal Comparison

Entity Mention Frequency

SurveySparrow36
Qualaroo38

Content Citability

SurveySparrow47
Qualaroo48

Third-Party Authority

SurveySparrow41
Qualaroo36

Structured Data

SurveySparrow30
Qualaroo33

Content Freshness

SurveySparrow24
Qualaroo35

Competitive Narrative

SurveySparrow22
Qualaroo17

Frequently Asked Questions

Is SurveySparrow or Qualaroo recommended more by AI?

SurveySparrow has a higher AI Visibility Score (38/100) compared to Qualaroo (28/100).

Which platforms recommend SurveySparrow?

SurveySparrow is mentioned on: Gemini (2 mentions).

How were these scores calculated?

GoAI tests brands across 4 AI platforms using buyer-intent prompts relevant to the Survey & Feedback category.

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