
Free / Open-sourceAutomate work across thousands of apps — no code required
Defined.ai records 146,251 monthly visits with -21% month-over-month growth and Contact for Pricing pricing. Salesforce Agentforce (formerly Einstein) records 111,910,743 monthly visits with +2.2% growth and Freemium pricing.
Enterprise AI training data, annotation and evaluation services
| Dimension / Metric | ||
|---|---|---|
| Official Domain | definedcrowd.com | salesforce.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 146.25K (146,251) | 111.91M (111,910,743) |
| MoM Traffic Delta | -38.82K (-21%) | +2.4M (+2.2%) |
| Primary Market & Share | 🇺🇸 United States (20.6%) | 🇺🇸 United States (43%) |
| Direct Visits / mo | 84.42K | 60.74M |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |
Enterprise AI training data, annotation and evaluation services
A large selection of ready-to-use, ethically sourced datasets across audio, image, video, text and multimodal formats, with advanced filtering and free samples.
Expert-verified labeling for text, audio, image and video using model-first, human-in-the-loop workflows for accuracy and fairness.
High-quality multilingual content for global AI systems, drawing on 500+ languages, dialects and locales.
Global, diverse data collection at scale for training, with privacy and security vetting on every dataset.
Autonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
Deconstructs complex queries into multi-step action plans grounded in Data 360, retaining state across days or weeks to complete multi-touch operational workflows with human escalation guardrails.
Configure custom agents, subagents, natural-language instructions, and deterministic guardrails using existing Salesforce Flows, Prompt Builder templates, Apex code, and MuleSoft APIs.
Coordinate specialized subagents across departments and connect securely to external enterprise tools through verified Model Context Protocol (MCP) servers from AgentExchange partners.
Replace rigid telephone IVR trees with low-latency conversational voice agents alongside unified deployments across web chat, WhatsApp, SMS, mobile apps, and Slack.

Free / Open-sourceAutomate work across thousands of apps — no code required

SpecialistExceptional customer support and helpdesk workflow automation, but less suited for broad enterprise CRM and sales execution.
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
SpecialistSuperior revenue intelligence and call analytics, but specialized for sales insights rather than general agentic workflow automation.
SpecialistSuperior revenue intelligence and call analytics, but specialized for sales insights rather than general agentic workflow automation.
SpecialistVisual no-code builder for custom AI agents, but lacks Salesforce's native enterprise data connectors and CRM structure.
SpecialistVisual no-code builder for custom AI agents, but lacks Salesforce's native enterprise data connectors and CRM structure.
Modern customizable CRM with built-in AI agents, but lacks the massive enterprise ecosystem and scale of Salesforce.
Free / Open-sourceStreamlines computer vision dataset annotation and model deployment, but lacks the broad human crowd-sourcing services of Defined.ai.
Free / Open-sourceStreamlines computer vision dataset annotation and model deployment, but lacks the broad human crowd-sourcing services of Defined.ai.

SpecialistWeb data infrastructure for scraping, proxies, and AI-ready datasets
SpecialistWeb data infrastructure for scraping, proxies, and AI-ready datasets

Comprehensive enterprise data labeling platform with powerful automation agents, but carries significant pricing overhead for smaller teams.
Comprehensive enterprise data labeling platform with powerful automation agents, but carries significant pricing overhead for smaller teams.

SpecialistSimple no-code AI chatbot deployment, but less equipped for complex enterprise-grade CRM automation and multi-system agents.
SpecialistSimple no-code AI chatbot deployment, but less equipped for complex enterprise-grade CRM automation and multi-system agents.

Delivers exceptionally polished customer service agents, but focuses on bespoke conversational AI rather than broad CRM workflows.

SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistAgent observability, evaluation, and continuous improvement for production AI