2 categories · Named, not rankedGoodfit
Goodfit is a candidate assessment platform for technical hiring · goodfit.so ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Goodfit has 5.
Why models recommend it
“Goodfit if you want to test the platform before committing (20 free assessments)”MiniMax M2.5 · Budget-constrained question · first choice
“Goodfit, which puts coding tests, voice interviews, and an ATS in one tool”Llama 4 Maverick · Budget-constrained question · alternative
“Goodfit – Strong enterprise candidate matching”Qwen 3.7 Flash · Comparative question · alternative
“Goodfit – Best for Mixed Roles”GLM 4.7 FlashX · Budget-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Goodfit, over the 7 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 2 | 2 | View → | |
| 2 | 1 | View → | |
| 2 | 1 | View → | |
| 2 | 1 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Goodfit's own site, not checked by Gane.
- For
- HR teams
- Price stated
- 20 free assessments, no card needed. Then $3 per assessment. No seats or annual contract
- Starting price
- 3
- Free plan or trial
- 20 free assessments, no card needed
- Certifications
- SOC 2 Type II, DPDP Act
- Hosting
- Mumbai, India
- Customers named
- Logile, Springworks, Bajaj Capital, Somany Ceramics, Zoko, Pocketpills, Xcelore
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 7 of the 7 answers that named Goodfit and are not a share of its labels.
Domains cited
Twenty-five of the thirty domain citations in answers naming Goodfit came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 27 | undated | Applicant tracking syste, Candidate assessment | ||
| Comparison | 11 | undated | |||
| Case study | 7 | undated | |||
| Blog | 2 | undated | |||
| Template or tool | 1 | undated |
How it is countedHide how it is counted
Every page goodfit.so exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.