| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Employee engagement surveys | Onboarding and employee experience | 0% | 24 of 77 | 38% | 8 | under 10 labels · led by Culture Amp at 40% |
| 360 feedback | Performance and talent management | 0% | 77 of 77 | 86% | 7 | under 10 labels · led by Lattice at 40% |
| Candidate assessment | Talent acquisition | 0% | 69 of 101 | 0% | 1 | under 10 labels · led by TestGorilla at 68% |
| Internal talent marketplace | Performance and talent management | 0% | 47 of 129 | 0% | 1 | under 10 labels · led by Fuel50 at 26% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 3 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 2 | 3 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Easiest zero-cost start if you're in Google Workspace... For <10 people, go FeedbackPulse/Google Forms free.” Grok 4.1 Fast · Employee engagement surv · budget prompt · alternative
“Google Forms is free and flexible if you're willing to build templates and analysis yourself” Claude Haiku 4.5 · Employee engagement surv · budget prompt · alternative
“keep costs to zero and are comfortable building surveys yourself: Choose Google Forms” GLM 4.7 FlashX · Employee engagement surv · budget prompt · alternative
“Truly zero budget and have tech skills? → Google Forms + Sheets for DIY surveys” DeepSeek V4 Flash · Employee engagement surv · budget prompt · alternative
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.
“Generic survey platforms that "wear a 360 badge" (e.g., SurveyMonkey, Google Forms, generic form tools)” DeepSeek V4 Flash · 360 feedback · negative prompt · hard negative
“Generic Survey Tools (JotForm, Google Forms, basic templates) Why avoid:” Kimi K2 · 360 feedback · negative prompt · hard negative
“Avoid: "DIY" or Ad-Hoc Survey Tools (e.g., Basic Google Forms, SurveyMonkey)” Gemini 3.5 Flash · 360 feedback · negative prompt · hard negative
“AVOID: Microsoft Forms, Google Forms, SurveyMonkey, Tally.” Qwen 3.7 Flash · 360 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 40 of the 48 answers that named Google Forms and are not a share of its labels.
148 of the 148 domain citations in answers naming Google Forms came from somebody else's page.
Pages are listed as the models cited them.
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 Google Forms'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 Google Forms, 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 google.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.