# Defined.ai vs Steam Analyser Defined.ai records 146,251 monthly visits with -21% month-over-month growth and Contact for Pricing pricing. Steam Analyser records 0 monthly visits with -100% growth and Free pricing. | Metric | [Defined.ai](https://openaitools.app/tool/definedcrowd-com) | [Steam Analyser](https://openaitools.app/tool/steamanalyser) | | :--- | :--- | :--- | | Website URL | https://defined.ai | https://steamanalyser.com | | Categories | Other | Other | | Pricing Model | Contact for Pricing | Free | | Monthly Visits | 146,251 | 0 | | MoM Growth Rate | -21% | -100% | | Primary Market | United States | Global | | Direct Visits | 84,423 | 0 | | Review Score | 4.4 | 4.1 | | Saved Count | 1 | 0 | | Supported Platforms | Website | Website | ## Defined.ai Defined.ai supports the full AI data lifecycle, from sourcing and collection through annotation, machine translation, conversational data and model evaluation. Its AI Data Marketplace offers off-the-shelf datasets spanning audio, image, video, text and multimodal formats, with advanced filters so teams can find data matching specific technical requirements such as content type, file format, sample rate and bit depth, then request free samples and quotes. Beyond off-the-shelf data, Defined.ai delivers custom services: model-in-the-loop data annotation for text, audio, image and video, global data collection, multilingual machine translation and conversational AI datasets designed to be natural and bias-free. Work is delivered via file transfer or API so teams can begin training quickly, and services are positioned as enterprise-grade with respect to privacy, security and compliance. The company emphasizes ethical sourcing and governance. It states ISO 27001, 27701 and 42001 accreditation, GDPR and HIPAA compliance, and fair working conditions, and works with a crowd of over 1.6 million experts across 150+ countries and 500+ languages, dialects and locales. It also offers Accelerat.ai for multilingual AI agent support. **Pricing & Plans:** Defined.ai does not publish standard list prices; datasets and services are quoted per project. Teams can browse the marketplace, access free dataset samples and request quotes, with pricing depending on dataset type, customization, volume and delivery method. - **AI Data Marketplace:** A large selection of ready-to-use, ethically sourced datasets across audio, image, video, text and multimodal formats, with advanced filtering and free samples. - **Data annotation & model-in-the-loop:** Expert-verified labeling for text, audio, image and video using model-first, human-in-the-loop workflows for accuracy and fairness. - **Machine translation & multilingual data:** High-quality multilingual content for global AI systems, drawing on 500+ languages, dialects and locales. - **Custom data collection:** Global, diverse data collection at scale for training, with privacy and security vetting on every dataset. - **Data & model evaluation:** Rigorous testing of datasets and models to ensure accuracy, fairness and quality before deployment. **Strengths:** One of the largest marketplaces of ready-to-use AI training datasets; Full lifecycle services from collection to annotation and evaluation; Strong compliance posture (ISO 27001/27701/42001, GDPR, HIPAA); Global crowd of 1.6M+ experts across 150+ countries and 500+ languages **Limitations:** No public list pricing; quotes required for datasets and services; Enterprise-oriented, which may be heavy for small hobby projects; The legacy definedcrowd.com domain now routes to a restricted access gateway rather than a public product page [Profile (Markdown)](https://openaitools.app/tool/definedcrowd-com.md) ## Steam Analyser Steam Analyser is a free diagnostic tool for game developers and marketers working with Steam store pages. You paste your Steam store URL — or simply upload a capsule image if your page is not live yet — and the tool returns a 0-100 score, a six-dimension breakdown, a small-thumbnail render test and a ranked list of specific fixes. There is no account, no email gate and no paywall; results come back in seconds. The evaluation is grounded in a specific and fairly well-known problem: the capsule is the most-seen piece of marketing art most games will ever ship, and Steam shrinks it to a 120×45 thumbnail in search and discovery, which is where most impressions happen. The six scored dimensions are genre clarity, title readability, contrast and colour, uniqueness and polish, brand consistency, and composition, each judged at full, small and tiny sizes. Your 0-100 score is the average of the six, times ten, and the full rubric is published on a methodology page. The tool is published by Immutable, a company that builds growth, attribution and audience products for game studios, and the site states that more than 25,000 unique Steam pages have been analysed. It is positioned as an honest, free entry point rather than a paid product — the analysis tells you what is wrong with the capsule, but the actual redesign work, and everything downstream of the click such as screenshots, trailer and description, remains your job. **Pricing & Plans:** Free. No account, no credit card and no email gate; you paste a Steam URL or upload a capsule and get the score and ranked fixes at no cost. - **0-100 page and capsule score:** Paste a Steam store URL or upload a capsule image and get a single headline score in seconds, with no signup or email gate. - **Six-dimension breakdown:** Each result is scored on genre clarity, title readability, contrast and colour, uniqueness and polish, brand consistency and composition. - **120×45 thumbnail test:** Because Steam shrinks capsules dramatically in search and discovery, the analysis judges artwork at full, small and tiny render sizes. - **Ranked fix list:** Instead of vague advice, the tool returns prioritised, specific changes ordered by the impact they are expected to have on click-through. - **Published methodology:** Anchors, rubric and scoring formula are documented publicly so you can verify how a given number was produced. **Strengths:** Scores capsule art against a published rubric instead of giving generic design advice.; The 120×45 thumbnail test focuses on the size where most real Steam impressions occur, which many designers overlook.; No signup or email gate, so you can run several pages in a row without friction.; Works before launch, letting studios fix weak art before it wastes discovery traffic. **Limitations:** It diagnoses capsule art problems but does not edit or regenerate your artwork for you.; Scores come from a published rubric and are inherently subjective — treat them as directional, not definitive.; The score does not predict sales: screenshots, trailer and description still have to convert the clicks it earns. [Profile (Markdown)](https://openaitools.app/tool/steamanalyser.md) ## Frequently Asked Questions ### How do Defined.ai and Steam Analyser compare in monthly traffic? Defined.ai has 146,251 monthly visits, while Steam Analyser has 0. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Defined.ai has a month-over-month growth rate of -21%; Steam Analyser has -100%. ### How does pricing compare? Defined.ai: Contact for Pricing. Defined.ai does not publish standard list prices; datasets and services are quoted per project. Teams can browse the marketplace, access free dataset samples and request quotes, with pricing depending on dataset type, customization, volume and delivery method. Steam Analyser: Free. Free. No account, no credit card and no email gate; you paste a Steam URL or upload a capsule and get the score and ranked fixes at no cost. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [ModelScope](https://openaitools.app/tool/modelscope-community) | 3,085,423 | +5.1% | Free | Open-source model and dataset hub with one-click online demos | [.md](https://openaitools.app/tool/modelscope-community.md) | | 2 | [Photofeeler](https://openaitools.app/tool/photofeeler) | 1,903,722 | +151.6% | Freemium | Unbiased photo feedback from real people, for dating, business and social profiles | [.md](https://openaitools.app/tool/photofeeler.md) | | 3 | [Roboflow](https://openaitools.app/tool/roboflow) | 1,431,204 | +6.6% | Freemium, Contact for Pricing | Streamlines computer vision dataset annotation and model deployment, but lacks the broad human crowd-sourcing services of Defined.ai. | [.md](https://openaitools.app/tool/roboflow.md) | | 4 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Web data infrastructure for scraping, proxies, and AI-ready datasets | [.md](https://openaitools.app/tool/bright-data.md) | | 5 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Comprehensive enterprise data labeling platform with powerful automation agents, but carries significant pricing overhead for smaller teams. | [.md](https://openaitools.app/tool/labelbox.md) | | 6 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Agent observability, evaluation, and continuous improvement for production AI | [.md](https://openaitools.app/tool/arize-com.md) | | 7 | [Encord](https://openaitools.app/tool/encord-com) | 244,204 | +9.4% | Contact for Pricing | Advanced multimodal data infrastructure for computer vision teams, though specialized primarily in video and image annotation. | [.md](https://openaitools.app/tool/encord-com.md) | | 8 | [ShowZone](https://openaitools.app/tool/showzone-gg) | 155,333 | -7.7% | Freemium | Live market prices and Diamond Dynasty tools for MLB The Show | [.md](https://openaitools.app/tool/showzone-gg.md) | | 9 | [LoadMuscle](https://openaitools.app/tool/loadmuscle) | 147,158 | -25.4% | Freemium | AI workout planner that builds your whole training week around your gear and goals | [.md](https://openaitools.app/tool/loadmuscle.md) | | 10 | [Label Studio](https://openaitools.app/tool/label-studio) | 137,199 | -16.1% | Contact for Pricing, Free | Open-source data labeling and evaluation platform offering full self-hosting control, but requires manual setup and infrastructure maintenance. | [.md](https://openaitools.app/tool/label-studio.md) | --- Source: https://openaitools.app/compare/definedcrowd-com-vs-steamanalyser More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)