Retriever AI is an AI-powered agent designed to automate web-based business tasks such as research, data extraction, monitoring, and outreach. It works directly in the browser via a Chrome extension, through cloud workflows, and via API or AI tools compatible with MCP (Model Connector Protocol). Its core value lies in turning repetitive or time-intensive web tasks—such as scraping websites, filling out forms, enriching prospect lists, and tracking changes—into prompt-based actions that deliver structured results with source attribution. This helps business teams save time, reduce errors, and surface insights consistently.
Key Features
Natural-language task execution: Users simply describe the outcome they want—e.g., “find leads fitting our ICP”—and the agent navigates web pages, extracts data, fills forms, or builds datasets automatically. All results include source links and context for credibility.
Recordings & reusable workflows: You can record actions in Chrome (like filling multi-step forms or navigating sites), save them, and reuse them as AI Subroutines. These tools can be triggered repeatedly via schedules or webhooks, boosting consistency and efficiency.
Multiple environments & modes: Tasks can be run in the Chrome extension, in Cloud (24/7 headless browsers), via API, or plugged into AI tools like Claude, Cursor, or ChatGPT through MCP. There are options to use your own AI model or provider, or use Retriever’s managed models.
Free Mode vs. paid functionality: A Free Mode lets users run certain tasks without consuming credits, though with fair-use limits, sponsored results, and restricted access to features like WhatsApp-triggered tasks and certain API/MCP runs. Paid plans unlock higher volumes, more frequent scheduling, advanced triggers, zero data retention mode, and team collaboration.
Pricing
Retriever AI offers a tiered credit-based subscription model alongside a free option. Credits cover payments for AI inference, cloud browser time, data enrichment, and related infrastructure. Plans may vary slightly based on billing cycle and credits required.
Plan | Monthly Price (USD) | Credits per Month | Seats Included* | Suitable for |
|---|---|---|---|---|
Free Mode | $0 (no credit cost for certain tasks) | 100 welcome credits initially | 1 seat | Testing, light individual use with limited recurring runs |
Starter | $9.99 | 1,000 credits | 1 seat | Automating occasional or light workflows |
Pro | $29.99 | 3,000 credits | 1 seat (additional seats at cost) | Daily prospecting, monitoring, and outreach work |
Team | $99.99 | 10,000 credits | 3 seats | Shared workflows, higher volume, team-wide automation |
Scale | $499.99 | 50,000 credits | 10 seats | High-volume automation, API-heavy usage, enterprise-like needs |
Seats = concurrent users or workspace members.
Additional features on the paid plans include schedules & triggers, webhooks, cookie sync, remote browser control, and private mode (zero data retention workflows) in Team and Scale tiers. Unused monthly credits do not roll over.
Who Is It For?
Retriever AI suits professionals and businesses that regularly engage in:
Sales, lead generation, and account-based marketing teams who need to build high-quality prospect lists, track buying signals (hiring, funding, tech stack changes), and send follow-ups efficiently.
Market research and operations staff responsible for competitive analysis, monitoring websites for changes (e.g. pricing, product updates), gathering public domain datasets, and automating report generation.
Product or support teams that want to automate form filling, QA paths, monitoring user feedback across web and social platforms, or follow workflows triggered by content changes.
Companies or roles needing scalable, repeatable data pipelines—for example, RevOps, Growth Ops, Business Intelligence—where manual scraping and enrichment are expensive and error-prone.
Small businesses, solo entrepreneurs, or side projects can leverage the free or Starter tiers for lighter workloads or experimentation; larger organizations will benefit more from the Team or Scale plans especially where collaboration, compliance, or data privacy concerns matter.
Final thoughts
Retriever AI delivers a robust toolkit for automating time-consuming web-based tasks with precision and flexibility. Its ability to operate via browser extension, cloud workflows, or API makes it suitable for individuals and teams alike. The credit-based pricing model aligns well with usage volume, though businesses with heavy constant workload will need to plan for higher-cost plans. Free Mode offers a lower barrier to entry but comes with tradeoffs such as sponsored results and limited features. Overall, Retriever AI stands out for its source transparency, reusable workflow architecture, and applicability across sales, research, operations, and growth functions—making it a serious contender for decision-makers seeking automation with accountability.
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