# GWI vs Qualtrics: which do AI models recommend for audience insights, October 2026

GTM AI Recommendation Index, October 2026 Edition, Audience and consumer insights platforms. One of fourteen models named GWI first on the direct prompt; zero named Qualtrics. Page: https://gtm-ai-index.com/marketing/audience-and-consumer-insights/gwi-vs-qualtrics/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| GWI | 13% | #2 of 11 | 13% | 39 | 14 of 14 |
| Qualtrics | 2% | #6 of 11 | 38% | 13 | 11 of 14 |

## The direct prompt, model by model

- Llama 4 Maverick: gwi first (first choices: GWI) (alternatives: Adobe Real-Time CDP, HubSpot Marketing Hub, Mediatoolkit, Omna)
- Perplexity Sonar: neither first, one named (first choices: ZoomInfo) (alternatives: AdRoll ABM, GWI)
- Grok 4.1 Fast: neither first, one named (first choices: ZoomInfo) (alternatives: 6sense, Demandbase, GWI, HubSpot Breeze Intelligence)
- DeepSeek V4 Flash: neither first, one named (first choices: 6sense) (alternatives: Audiense, Demandbase, GWI, SparkToro, ZoomInfo)
- Claude Haiku 4.5: neither named (first choices: HubSpot Marketing Hub, LinkedIn Analytics) (alternatives: 6sense, AdRoll ABM, Bombora)
- GPT-5.4 mini: neither named (first choices: 6sense) (alternatives: DemandScience, ZoomInfo)
- Gemini 3.5 Flash: neither named (first choices: GWI Work, SparkToro) (alternatives: 6sense, Apollo.io, Audiense, Cognism, Koala, Wynter)
- Mistral Small: neither named (first choices: ZoomInfo) (alternatives: Bombora, Demandbase, HubSpot Marketing Hub)
- Qwen 3.7 Flash: neither named (first choices: ZoomInfo) (alternatives: 6sense, Brandwatch Consumer Intelligence, FactorAI, Meltwater, SparkToro)
- Kimi K2: neither named (first choices: Apollo.io) (alternatives: 6sense, HubSpot, HubSpot Breeze Intelligence, LinkedIn Sales Navigator)
- GLM 4.7 FlashX: neither named (first choices: ZoomInfo) (alternatives: 6sense, Apollo.io, LinkedIn Sales Navigator)
- MiniMax M2.5: neither named (first choices: Global Web Index) (alternatives: Demandbase, HubSpot Marketing Hub, Talkwalker, ZoomInfo)
- GPT-6 Luna: neither named (first choices: SparkToro) (alternatives: 6sense, LinkedIn Sales Navigator)
- Muse Glimmer 30B: neither named (first choices: HubSpot Marketing Hub) (alternatives: Bombora, Dealfront, Factors.ai, HubSpot Breeze Intelligence)

## What the models said about GWI

- "frequent complaints about data inaccuracy, biased results, poor filtering/search, and limited regional coverage" (Grok 4.1 Fast, negative prompt, hard negative)
- "enterprise-level audience intelligence tools (like GWI, Meltwater, or Brandwatch) are often out of reach, as they can cost tens of thousands of dollars annually" (Gemini 3.5 Flash, budget prompt, soft negative)
- "Users highlight the inaccuracy of GWI's data, which often requires custom studies and leads to biased results." (Muse Glimmer 30B, negative prompt, soft negative)
- "GWI is the best pick for teams that need shared, repeatable audience definitions across planning, measurement and cross-channel reporting." (Muse Glimmer 30B, comparative prompt, first choice)
- "the most practical mid-market fit right now is a syndicated panel + fast custom polling combo, with GWI as the core profiling layer." (Muse Glimmer 30B, paraphrase prompt, first choice)
- "Choose GWI or YouGov if you need deep audience profiling, psychographics, and attitudinal data" (DeepSeek V4 Flash, comparative prompt, first choice)

## What the models said about Qualtrics

- "Avoid: Enterprise tools like Qualtrics unless you have dedicated research staff—they're often overkill and overpriced" (Kimi K2, paraphrase prompt, hard negative)
- "Rather than recommending a single, bloated enterprise platform like Qualtrics (which can easily eat up $50k+ of your budget)" (Gemini 3.5 Flash, paraphrase prompt, soft negative)
- "Move to Qualtrics only if you have the resources to run continuous, statistically rigorous experience research internally." (Muse Glimmer 30B, paraphrase prompt, soft negative)
- "I'd recommend Qualtrics as the strongest all-around consumer insights and audience research platform." (GPT-5.4 mini, paraphrase prompt, first choice)
- "Choose Qualtrics if you need structured, enterprise-grade feedback collection and CX management." (DeepSeek V4 Flash, comparative prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.