Website Feedback Tool for Coding Agents
Layerdock is a browser workspace for teams and clients to see website issues, capture the context, and share the fix. Pin feedback on live websites wi…
In plain English
LayerDock lets teams pin feedback on a live website with screenshots and technical details captured automatically. The issue can be passed straight to AI coding helpers to fix. Teams pay a subscription. TrustMRR shows about $57 a month in recurring revenue. The software gathers the details, while people and agents fix the issues.
~$57 MRR; $38 verified revenue last 30 days (TrustMRR/Paddle, Oct 29, 2026)
Operator: Zain
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments / merchant of record
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
Layerdock is a browser workspace for teams and clients to see website issues, capture the context, and share the fix. Pin feedback on live websites with auto-captured screenshots, CSS selectors, and console and network logs, then hand it straight to coding agents like Claude Code and Cursor via MCP. Nothing to download, no Chrome extension required.
Operator: Zain. Category on TrustMRR: SaaS. Founded: 2026-09-01. Website: https://layerdock.io/
Estimated split: about 85% of the work automated, 15% human.
Realistic income
TrustMRR (checked Oct 29, 2026) shows about $57 MRR and $38 in Paddle-verified revenue over the last 30 days, $38 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.
THE DAILY 6
The 6 best AI money stacks, in your inbox every morning.
Each pick comes with its tools and first steps, so you can start one in minutes.
Unsubscribe anytime.
Related stacks
SaaS
AI Content and Deepfake Detector Service
AI Content Detection - Powerful AI Detector API to detect AI-generated text, images, audio, and video. Deepfakes, Passport Scams, Fake-ID, Dating Prof…
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$30 MRR
~$30 MRR; $100 verified revenue last 30 days (TrustMRR/Paddle, Oct 29, 2026)
VerifiedSaaS
Client Communication Layer for Linear Teams
Alignear is a client communication layer for Linear teams. It brings everything client-facing into one place — automated reports, secure client portal…
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$108 MRR
~$108 MRR; $91 verified revenue last 30 days (TrustMRR/Paddle, Oct 27, 2026)
VerifiedSaaS
Codebase Quality Toolkit for Coding Agents
act101 is the ultimate codebase quality and refactoring toolkit for coding agents.
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$97 MRR
~$97 MRR; $38 verified revenue last 30 days (TrustMRR/Paddle, Oct 29, 2026)
VerifiedBrowse more: Verified revenue AI businesses · AI developer tool business ideas