SaaS Metrics
Product Positioning & Context
Retriever is a free AI browser agent that finishes work across websites. Ask it to find leads and send outreach, shortlist TikTok and Instagram creators for your next campaign, or apply to jobs. Run tasks in your own Chrome browser or in cloud browsers hosted by rtrvr. It beats OpenAI, Anthropic, and Muse on accuracy, runs 5x faster, and costs 300x less.
Related Ecosystem & Alternatives
Discover adjacent products, open-source repositories, and developer tools sharing similar technical architecture.
Deep-Dive FAQs
What is Retriever AI?
Retriever AI is a digital product or tool described as: Free AI browser agent: find leads, reach out, apply to jobs
Where did Retriever AI originate?
Data for Retriever AI was aggregated directly from the Product Hunt community ecosystem, representing raw developer and early-adopter sentiment.
When was Retriever AI publicly launched?
The initial public indexing or launch date for Retriever AI within our tracked developer communities was recorded on October 14, 2026.
How popular is Retriever AI?
Retriever AI has achieved measurable traction, logging over 201 traction score and facilitating 31 recorded discussions or engagements.
Which technical categories define Retriever AI?
Based on metadata extraction, Retriever AI is categorized under topics such as: Chrome Extensions, Productivity, Artificial Intelligence.
What are some commercial alternatives to Retriever AI?
Our semantic intelligence engine identifies potential commercial alternatives in the SaaS space, such as Agent Mode by Receiptor AI, which offers overlapping value propositions.
How does the creator describe Retriever AI?
The original author or development team describes the product as follows: "Retriever is a free AI browser agent that finishes work across websites. Ask it to find leads and send outreach, shortlist TikTok and Instagram creators for your next campaign, or apply to jobs. Ru..."
Community Voice & Feedback
Who is the primary audience for this application?
This is a really awesome, efficient tool for agents. Thank you!
Congrats on launch!!
Bhavani and Arjun have been killing it with rtrvr, great product and excited for everyone else to try out the product too!
Hi, so this i have connected the mcp to my agent, and also installed the extension, but it shows devices 0, does this needs an upgrade?
very good team, very responsive with a solid technical background and feature-rich product. Still there is a long way to go until it becomes THE (only) Web AI agent you will ever need. but for now, at this stage, everything is going very well.
This is insane. It is like a browser and executing agent in one.
from 35k+ users already, what are the most common tasks that you noticed people delegating in the "let's see what it can do" phase?
congrats @bhavani_kalisetty @arjun_chintapalli - it can send outreach on its own, great! until it sends 200 dms you didn't want. is there an approval step or a daily cap before anything goes under my name?
@arjun_chintapalli impressive to see so many features in one AI agent which use case would you be recommend trying first ?
Cool that Retriever AI is a browser agent that finds leads and reaches out on its own, which takes a lot of the grunt work out of prospecting.
Congrats on the launch! Really interesting concept curious to see how it performs in the wild...
How did you use Cloud Run for this launch?
Hey Product Hunt, Bhavani here, cofounder of rtrvr.ai 👋
Arjun and I are two former Google engineers building an AI browser agent with 35,000+ users. Today, we're bringing our free agent to Product Hunt.
We believe you should choose your AI, your model, and which work to hand over. Let Retriever handle the repetitive browser work you'd happily stop doing.
Ask Retriever to research leads and send outreach, shortlist TikTok and Instagram creators, or apply to jobs. Run tasks in your own Chrome browser or in cloud browsers hosted by Retriever.
Our median AI cost is under 1¢ per task. That's what makes free access possible.
We built our own DOM-based agent harness. It reads webpages as compact text, runs multiple actions together, checks results, and recovers from errors. Context caching, open-weight models, and continual learning through reusable site skills reduce the work each model has to do.
The performance matters just as much as the cost:
- 81.4% task completion in our published Web Bench evaluation, ahead of OpenAI and Anthropic agents.
- 5× faster and 300x cheaper than OpenAI dots across our AI Agent Benchmark.
You can also connect Retriever to OpenAI dots, Claude, or Codex through MCP and let your preferred AI hand off web data and browser automation tasks to it. Bulent, a user who connected OpenAI dots to rtrvr, told us:
> "I configured Dot to extensively use Retrieval AI on my behalf, and I'm getting much better results."
Small sponsored ads now and then help fund Free Mode. No subscription or API key needed. Start in the Chrome extension or Cloud dashboard.
We want solo founders, GTM experts, small businesses, students and anyone with work piling up to have access to our SOTA agent to automate their work for free.
Give Retriever a task you've been putting off. What would you like to get off your plate? http://rtrvr.ai/
Arjun and I are two former Google engineers building an AI browser agent with 35,000+ users. Today, we're bringing our free agent to Product Hunt.
We believe you should choose your AI, your model, and which work to hand over. Let Retriever handle the repetitive browser work you'd happily stop doing.
Ask Retriever to research leads and send outreach, shortlist TikTok and Instagram creators, or apply to jobs. Run tasks in your own Chrome browser or in cloud browsers hosted by Retriever.
Our median AI cost is under 1¢ per task. That's what makes free access possible.
We built our own DOM-based agent harness. It reads webpages as compact text, runs multiple actions together, checks results, and recovers from errors. Context caching, open-weight models, and continual learning through reusable site skills reduce the work each model has to do.
The performance matters just as much as the cost:
- 81.4% task completion in our published Web Bench evaluation, ahead of OpenAI and Anthropic agents.
- 5× faster and 300x cheaper than OpenAI dots across our AI Agent Benchmark.
You can also connect Retriever to OpenAI dots, Claude, or Codex through MCP and let your preferred AI hand off web data and browser automation tasks to it. Bulent, a user who connected OpenAI dots to rtrvr, told us:
> "I configured Dot to extensively use Retrieval AI on my behalf, and I'm getting much better results."
Small sponsored ads now and then help fund Free Mode. No subscription or API key needed. Start in the Chrome extension or Cloud dashboard.
We want solo founders, GTM experts, small businesses, students and anyone with work piling up to have access to our SOTA agent to automate their work for free.
Give Retriever a task you've been putting off. What would you like to get off your plate? http://rtrvr.ai/
Discovery Source
Product Hunt Aggregated via automated community intelligence tracking.
Tech Stack Dependencies
No direct open-source NPM package mentions detected in the product documentation.
Media Tractions & Mentions
No mainstream media stories specifically mentioning this product name have been intercepted yet.
Deep Research & Science
No direct peer-reviewed scientific literature matched with this product's architecture.