
AI-powered talent marketplace connecting experts with frontier AI work
Codeaid records 2,647 monthly visits with -36% month-over-month growth and Freemium pricing. Fillout records 3,923,917 monthly visits with -9.7% growth and Freemium pricing.

Coding assessments built for AI and ML engineers
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | codeaid.io | fillout.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 2.65K (2,647) | 3.92M (3,923,917) |
| MoM Traffic Delta | -1.49K (-36%) | -423.16K (-9.7%) |
| Primary Market & Share | 🇺🇸 United States (94.1%) | 🇺🇸 United States (38.6%) |
| Direct Visits / mo | 1.04K | 2.31M |
| User Rating | 4.1 | 4.4 |
| Supported Platforms | Website | Website |

Coding assessments built for AI and ML engineers
Challenges are generated per domain rather than pulled from a generic pool, covering deep learning, generative AI, NLP and computer vision alongside traditional ML.
The AI Interviewer helps create tailored assessments from expert-designed templates or from scratch, adjusting difficulty and scope in minutes.
Candidates work in interactive notebooks or containerised environments, so the test reflects how AI work is actually done rather than a whiteboard puzzle.
Submitted work is analysed automatically, with scoring on model accuracy and code quality, producing structured evaluation results.
Build powerful forms, surveys and quizzes with AI in minutes
Describe the form you need in plain language and Zite generates a branded form with logic, file uploads, and payments.
Add conditional logic, intelligent routing, and multi-step workflows to automate what happens after each response.
Respondents can log in to update their answers, and forms can be restricted to internal users only.
Use custom themes, fonts, logos, custom CSS, your own domain, and embed forms as popups, sliders, or full-screen pages.

AI-powered talent marketplace connecting experts with frontier AI work

The agent recruits, you manage talent
Agentic skills intelligence for hiring, developing, and planning talent
Broader template library and multi-channel sharing features, but less flexible multi-page layout customization than Fillout.

Skills-based hiring platform for technical interviews, assessments and live coding
Skills-based hiring platform for technical interviews, assessments and live coding

AI-powered candidate matching inside Arc's vetted remote-talent marketplace
AI-powered candidate matching inside Arc's vetted remote-talent marketplace
SpecialistSuperior privacy-first encryption and secure data handling, but more restrictive workflow automation and styling capabilities.
SpecialistSuperior privacy-first encryption and secure data handling, but more restrictive workflow automation and styling capabilities.

Faster AI form generation with built-in logic, but fewer advanced database integration and multi-page routing features.

Interviews on demand, AI-driven or expert-led

Job-simulation skill assessments for the AI hiring era

SpecialistAI quiz, poll and survey builder that turns traffic into leads
SpecialistAI quiz, poll and survey builder that turns traffic into leads

Includes unique MCP server support and fast AI form generation, but less mature ecosystem and third-party integrations.