Visual AI Coding Assistant for Designers & PMs
We offer a visual llm based coding assistent for designers and product managers
In plain English
Designers and product managers often know what a screen should do and still feel stuck when it is time to build it. Danni Friedland's Frontman is a visual coding helper, so they can watch the software take shape while they describe what they want. They pay because every small change usually means waiting on someone who writes code for a living. The AI does most of the building, and taking payment plus welcoming a new user are handled too. Danni still checks quality, helps users, and shares Frontman with the people who shape products.
~$145 MRR; $485 verified revenue last 30 days (TrustMRR/Stripe, Oct 27, 2026)
Operator: Danni Friedland
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
Anthropic API ↗LLM / agents
Next.js ↗Web app framework
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Ship an API or tool developers and agents call directly.
- Great docs, SDKs and MCP/CLI access.
- Usage-based or tiered pricing.
- Grow via developer communities and integrations.
What's automated vs. the human 15%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
We offer a visual llm based coding assistent for designers and product managers
Operator: Danni Friedland. Category on TrustMRR: Artificial Intelligence. Founded: 2026-04-30. Website: https://frontman.sh/
Estimated split: about 85% of the work automated, 15% human.
Realistic income
TrustMRR (checked Oct 27, 2026) shows about $145 MRR and $485 in Stripe-verified revenue over the last 30 days, $485 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Platform dependency on upstream models/tools.
- Support burden from technical users.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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