AI Agencies & ServicesSource date: August 17, 2026Last reviewed October 20, 2026

A laid-off eBay analyst runs a one-person marketing agency on AI agents, with retainers of $20,000 to $30,000

Forbes reports Ravenopus charges monthly retainers in the $20,000 to $30,000 range and has been profitable since its first day, she says.

Subject: Linara Bozieva (Ravenopus)Monthly marketing retainers for funded startups and mid-sized brands

Read original source2 sources linked below
A monitor showing an automation workflow diagram on a tidy desk

Case Overview & Background

Linara Bozieva spent 11 years at eBay before being laid off, then founded Ravenopus in San Jose in May 2024. She is the only human, running about 30 to 35 specialized AI agents for strategy, research, creative, media and conversion work. Forbes reports retainers in the $20,000 to $30,000 range and that the bootstrapped company has been profitable since its first day, she says.

How AI Is Used

Specialized agents handle research, copy, design, paid media and analytics; she used Claude to help design the system and edits and signs off on all output. In Business Insider she says the setup costs under $1,000 a month, paying for Claude Code, Codex and ChatGPT plus tools such as HeyGen and ElevenLabs.

Step-by-Step Process

Step 01Start with core agents

About 12 agents for core marketing functions.

Step 02Add specialists

Grew to 30+ agents across five departments.

Step 03Review everything

She edits and signs off before work ships.

Customer Acquisition & Distribution

Funded startups and mid-sized brands; she draws on 16 years in analytics and go-to-market at Google and eBay.

Limitations, Risks & Failure Modes

What may not apply to you, and what could go wrong:

  • Per-client retainer range, not total revenue
  • Self-reported via Forbes; no records reviewed
  • Relies on a senior operator's experience; not a beginner model

Key Takeaways

  • Agents can replace departments, but a human still signs the work
  • AI tooling can cost under $1,000 a month for a high-ticket service

Sources

News PublicationAugust 17, 2026

Forbes: This eBay Alum Built A One-Person Marketing Agency With 35 AI Agents

Note: Retainer range and "profitable since its first day, she says" (contributor article by Elaine Pofeldt).

Open Source
News PublicationMay 18, 2026

Business Insider: I was laid off from eBay. Now I run a business with 27 AI agents

Note: As-told-to essay; her own words: "The entire setup costs me under $1,000 a month."

Open Source
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Case ID: cs-linara-bozieva-ravenopus-ai-agent-agency
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