| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer feedback and surveys | Customer | 5% | 6 of 104 | 44% | 50 | criticized challenger |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 34 of 158 | 8% | 12 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 2 | 1 | 4 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 5 | 7 |
| Perplexity Sonar | 1 | 0 | 1 | 1 | 3 |
| Grok 4.1 Fast | 0 | 2 | 2 | 2 | 6 |
| Mistral Small | 1 | 1 | 0 | 2 | 4 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 5 | 6 |
| Llama 4 Maverick | 1 | 3 | 2 | 0 | 6 |
| Qwen 3.7 Flash | 0 | 2 | 2 | 0 | 4 |
| Kimi K2 | 1 | 1 | 2 | 4 | 8 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 1 | 5 |
| MiniMax M2.5 | 1 | 1 | 2 | 2 | 6 |
Verbatim evidence the judge attached to positive labels.
“The best NPS and customer experience survey tools for mid-sized B2B companies include CustomerGauge, Qualtrics XM, Medallia, SAS Customer Experience, and GetFeedback.” Llama 4 Maverick · Feedback · paraphrase prompt · first choice
“Choose Qualtrics or Medallia if you need enterprise-grade CX management, advanced analytics, and large-scale governance.” Perplexity Sonar · Feedback · comparative prompt · first choice
“omnichannel feedback across the full customer journey warrants enterprise platforms like Qualtrics or Medallia” MiniMax M2.5 · Feedback · comparative prompt · first choice
“If you need enterprise depth ($25K–$50K/year): Qualtrics, Medallia, or InMoment” Kimi K2 · Feedback · scale prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Major complaints: Extremely slow deployment (weeks or months), complex admin burden... Poor Trustpilot rating: ~1.2/5 with 67% one-star reviews” MiniMax M2.5 · Feedback · negative prompt · hard negative
“Avoid for low budgets: ... Qualtrics, Medallia, and AskNicely \u2014 all skew enterprise-priced.” DeepSeek V4 Flash · Feedback · budget prompt · hard negative
“Avoid unless you are a Fortune 500 or academic institution with a dedicated CX team and budget.” GLM 4.7 FlashX · Feedback · negative prompt · hard negative
“Extremely high cost — Median $27,293/year; enterprise contracts up to $300K+” Kimi K2 · Feedback · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 30 of the 186 answers that named Qualtrics and are not a share of its labels.
Eighty-four of the eighty-four domain citations in answers naming Qualtrics came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Qualtrics's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Qualtrics, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at qualtrics.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.