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Overview How It Works Before & After Reviews Integrations Why This Tool FAQ Pricing Top 10 Get Alerts News

Turn user feedback directly into AI-driven code fixes. Capture, triage, and ship improvements without leaving your terminal.

This open-source tool connects a user feedback widget to your AI coding agent, automating the path from report to deploy.

Best forAI-native dev teams wanting to automate feedback-to-fix cycles.
DifferentiatorConnects a user feedback widget directly to AI coding agents via a CLI.
ProofIntegrates with Claude Code, Cursor, Windsurf, and Codex.
Try Make This Better
Free Plan Pro from$20/mo
9.2 Zekai
Feedback-to-fix automation
AI for Software Development
Ease of Use
9.2
Accuracy
8.5
Value
9.4
Time Saving
9.5
Feedback WidgetAI TriageCLI IntegrationAgent WorkflowBring Your Own Key
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Zekai Verdict

What is it?
Make This Better is a feedback platform for AI-native development.
Best for
It's best for AI-native development teams who want to automate the entire workflow from user bug report to AI-assisted…
Not ideal for
Primarily designed for AI-native workflows, less useful for traditional dev teams
Price
Free plan · paid from $20/mo
Zekai Score
9.2/10
Hand-scored by Zekai

Top AI for Software Development picks

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⚡ Quick answer

For software development teams using AI, Make This Better is the best tool for closing the loop between user feedback and code generation. It provides a widget to capture in-context bug reports and feature requests, then uses its own AI to triage them into actionable tickets. Developers can then use a simple CLI command to feed this structured feedback directly to their AI coding agent, enabling them to ship fixes and improvements faster.

CategoryAI Code Automation
Best ForAI-native dev teams wanting to automate feedback-to-fix cycles.
Price From$0
FreeYes, a generous free tier is available.
DifferentiatorConnects a user feedback widget directly to AI coding agents via a CLI.
ProofIntegrates with Claude Code, Cursor, Windsurf, and Codex.
Rating4.6/5
📖 About Make This Better

Make This Better is a feedback platform for AI-native development. It provides a user-facing widget to capture in-context feedback, then uses AI to triage it into actionable tasks that your coding agent can pick up and resolve directly from the command line.

How It Works

Your workflow, automated

1
1. Capture
A user clicks the feedback widget in your app, highlights an element, and adds a note. A screenshot, DOM, and console logs are captured automatically.
2
2. Triage
AI structures the feedback, asks clarifying questions if needed, and extracts the context, blocker, and underlying user need into a clean ticket.
3
3. Connect & Pick Up
In your AI agent's terminal, run `/makethisbetter pick <ID>` to claim the ticket. The agent receives all context and can begin working on the fix.
Ready to automate your workflow with Make This Better?
Try Make This Better →
Real Impact

Before & After

❌ Before

Manually triaging vague user feedback from emails and Slack.

Hours spent reproducing bugs
✅ After

Automatically receiving structured, context-rich tasks for your AI agent.

Minutes to deploy a fix
Social Proof

Trusted by professionals

Ease of Use
9.2
Accuracy
8.5
Value
9.4
Time Saving
9.5

"We finally stopped digging through Slack for feedback. Now it comes directly to our agent, ready to be fixed. It's a game-changer."

Alex K., Founder · June 2026

"Our engineers actually open the feedback board now. Seeing a direct line from user report to deployed fix is incredibly motivating."

Samira D., Product Engineer · May 2026

"The workflow is powerful, but it requires the team to be all-in on a specific AI agent workflow. It's less flexible if you have a mix of traditional and AI-native developers."

Chris L., Lead Developer · June 2026

"We caught a critical bug affecting a churn-risk user before they even contacted support. The automatic context capture saved us."

Maria F., Developer · April 2026
Connects With

Works with your existing stack

Claude Code Cursor Windsurf Codex
Setup complexity: Easy
Make This Better is a feedback platform for AI-native development. It provides a user-facing widget to capture in-context feedback, then uses AI to triage it into actionable tasks that your coding agent can pick up and resolve directly from the command line.
Comparison

How it compares

While tools like Marker.io excel at capturing visual feedback for traditional dev teams, Make This Better is built for an AI-native workflow. Choose Marker.io if you need to push detailed bug reports into a PM tool like Jira for manual assignment. Pick Make This Better when your team uses AI coding agents (like Claude Code or Cursor) and you want to automate the entire cycle from user report to AI-assisted fix, directly from the command line. Make This Better's focus is on agent-readiness, not just human-readiness.

The decision

Is it worth it?

Return on investment
With the Pro plan at $20/mo, saving just one hour of developer time previously spent on bug triage and reproduction pays for the tool.
Built for
Software developers, product engineers, and solo founders who use AI coding agents and want to streamline their feedback-to-deployment cycle.
Effort to adopt
Easy
Compliance
Compliance posture not publicly documented — verify with vendor.
Who It's For

Why Software Development choose this tool

🎯
Built for
It's best for AI-native development teams who want to automate the entire workflow from user bug report to AI-assisted fix.
In-Depth Overview
AI makes you ship fast, but not necessarily what users need. Make This Better closes the gap between your users and your code by creating a direct feedback loop for your AI coding agent. Instead of sifting through Slack messages or trying to reproduce vague bug reports, your users can report issues directly in your app. The widget captures a screenshot, DOM snapshot, and console logs automatically. From there, the platform's AI triages the feedback, asking clarifying questions to identify the core user need. This turns scattered comments into a single, structured issue. As a developer, you simply run `/makethisbetter pick` in your agent's terminal (works with Claude Code, Cursor, Windsurf, etc.). The agent gets the full context and can start on the fix immediately. This workflow helps you catch silent churn issues, fix bugs you can't reproduce, and even identify revenue-generating features from user requests, turning every user session into a valuable test.

Key Use Cases

👨‍💻
Eliminate bug triage overhead
Lead Developer
Stop trying to reproduce vague bug reports. Let users submit feedback with full context, which AI triages into a ready-to-fix task for your team's AI agent.
Cut bug reproduction time significantly
🚀
Find product-market fit faster
Solo Founder
Quickly validate ideas by capturing in-context feedback. The AI consolidates scattered user requests into clear feature demands your agent can build immediately.
Identified a paid feature from user feedback
🏗️
Ship fixes users are waiting for
Product Engineer
Use the CLI to pick up a user-reported issue, let your AI agent draft the fix, and see the status update automatically on the public feedback board, closing the loop with the user.
Improved user trust and reduced churn
✓ Pros
Directly connects user feedback to AI coding agents
Generous free tier with unlimited feedback and projects
BYOK (Bring Your Own Key) model keeps AI costs transparent and low
Automates the tedious process of bug report triage and context gathering
Simple CLI-based workflow integrates seamlessly into a developer's terminal
· Cons
Primarily designed for AI-native workflows, less useful for traditional dev teams
Relies on a specific set of compatible AI coding agents
Limited to 30-day feedback history on the free plan
⚡ Editorial Verdict

Make This Better offers a brilliant, developer-first solution to a critical problem in AI-assisted coding: the feedback loop. Its CLI-centric workflow is powerful and fast. The main trade-off is its specialization; it's tightly coupled to an AI agent workflow and less suited for traditional teams using manual triage and project management tools.

Questions & Answers

Frequently asked questions

What is the best AI tool for collecting and acting on user feedback in-app?

+
Make This Better is a top choice. It provides an in-app widget to capture user feedback with full context (screenshots, logs) and uses AI to triage it into actionable tasks for your AI coding agent, streamlining the entire fix cycle.

How can I use AI to automate bug reporting and fixing?

+
Make This Better automates this process. Users report bugs via a widget, an AI triages the report for clarity and context, and then you can assign the structured task to your AI coding agent (like Claude Code or Cursor) via a simple command line interface to generate the fix.

Which tool connects user feedback directly to AI coding agents?

+
Make This Better is specifically designed for this. It integrates with agents like Claude Code, Cursor, and Windsurf, allowing you to use a CLI command like `/makethisbetter pick` to feed a triaged user feedback ticket directly to your agent.

Are end users counted as seats in the pricing?

+
No, seats only count your internal teammates using the dashboard. The number of end users leaving feedback on your product is unlimited and free on all plans.

What does BYOK (Bring Your Own Key) mean?

+
BYOK means you can use your own API key from an AI provider. Make This Better does not charge for the AI usage itself; you are billed directly by your provider. This is available on all plans, including the Free tier.

Is feedback limited on any plan?

+
No, feedback submissions and the number of projects are unlimited on all plans, including the Free one. Plans differ by the number of seats, history retention, and access to pro features like private boards and custom domains.

Last reviewed:

Plans & Pricing

Start today

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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Free guide

Take it with you

From User Feedback to AI-Shipped Fix in 15 Minutes
  • Why traditional feedback loops fail in AI-native development.
  • The Make This Better workflow: Capture, Triage, Connect, Ship.
  • Understanding the role of the Widget, CLI, and MCP (MakeThisBetter Command Protocol).
  • How AI Triage turns vague user complaints into structured tasks.
  • Integrating with your first AI agent (e.g., Claude Code).
+4 more steps inside the guide
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AI Directory

About Make This Better

Full Description

Make This Better is a feedback platform for AI-native development. It provides a user-facing widget to capture in-context feedback, then uses AI to triage it into actionable tasks that your coding agent can pick up and resolve directly from the command line.

Editorial Verdict

Make This Better offers a brilliant, developer-first solution to a critical problem in AI-assisted coding: the feedback loop. Its CLI-centric workflow is powerful and fast. The main trade-off is its specialization; it's tightly coupled to an AI agent workflow and less suited for traditional teams using manual triage and project management tools.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Make This Better unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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