# AI tools for “feedback analysis” 115 matching tools; showing 24, ranked by relevance. Filters: `group=coding-development` | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Why it matched | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [ELSA Speak](https://openaitools.app/tool/elsaspeak-com) | 958,654 | -21.9% | Freemium, Free Trial | AI English speaking coach with instant pronunciation feedback | keywords 100%; semantic match | [.md](https://openaitools.app/tool/elsaspeak-com.md) | | 2 | [GPTZero](https://openaitools.app/tool/gptzero-me) | 23,246,989 | +32.5% | Freemium, Paid | AI detection and writing verification built for schools and editors | keywords 100% | [.md](https://openaitools.app/tool/gptzero-me.md) | | 3 | [Jam](https://openaitools.app/tool/jamgpt) | 570,598 | -6% | Freemium, Paid | Screen recorder that captures bugs with full technical context | keywords 65%; semantic match | [.md](https://openaitools.app/tool/jamgpt.md) | | 4 | [Voice of the customer by Pivony](https://openaitools.app/tool/voice-of-the-customer-by-pivony) | 1,042 | -35.1% | Contact for Pricing | Agentic AI voice-of-customer analytics that finds the root cause behind CSAT and churn | keywords 100%; semantic match | [.md](https://openaitools.app/tool/voice-of-the-customer-by-pivony.md) | | 5 | [StoryNotes](https://openaitools.app/tool/storynotes) | 2,693 | -43.7% | Freemium | Honest screenplay coverage in 5 minutes. | keywords 100%; semantic match | [.md](https://openaitools.app/tool/storynotes.md) | | 6 | [Prolific](https://openaitools.app/tool/prolific-com) | 18,697,671 | -1.8% | Paid | High-quality human data for AI training, evaluation, and research | keywords 65% | [.md](https://openaitools.app/tool/prolific-com.md) | | 7 | [CodeRabbit](https://openaitools.app/tool/coderabbit) | 1,048,880 | +4.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI code review, PR triage, and security monitoring for fast-moving teams | semantic match | [.md](https://openaitools.app/tool/coderabbit.md) | | 8 | [cubic](https://openaitools.app/tool/cubic) | 51,508 | -10.5% | Freemium, Contact for Pricing | AI code review that understands your whole codebase | keywords 65%; semantic match | [.md](https://openaitools.app/tool/cubic.md) | | 9 | [Prep Edu](https://openaitools.app/tool/prep-edu) | 1,414,975 | -19.8% | Paid | Study smarter for IELTS, TOEIC and HSK with AI speaking and writing rooms | keywords 65% | [.md](https://openaitools.app/tool/prep-edu.md) | | 10 | [Zigpoll AI](https://openaitools.app/tool/zigpoll-ai) | 14,298 | -36.7% | Freemium, Paid | Know exactly why customers buy — and why they don't | keywords 100%; semantic match | [.md](https://openaitools.app/tool/zigpoll-ai.md) | | 11 | [Winston AI](https://openaitools.app/tool/winston-ai) | 604,454 | +5.4% | Freemium, Free Trial | Detect AI-generated text and images with benchmark-tested accuracy | keywords 65% | [.md](https://openaitools.app/tool/winston-ai.md) | | 12 | [LightReel](https://openaitools.app/tool/lightreel) | 37,490 | -38.1% | Free Trial, Paid | The AI agent that researches UGC creators, hooks and trends for you | keywords 100% | [.md](https://openaitools.app/tool/lightreel.md) | | 13 | [Macroscope](https://openaitools.app/tool/macroscope) | 106,170 | +39.6% | Free Trial, Paid, Contact for Pricing | AI code review and status updates that keep every repo on track | semantic match | [.md](https://openaitools.app/tool/macroscope.md) | | 14 | [Leap](https://openaitools.app/tool/tryleap-ai) | 78,761 | -23.7% | Paid | Make anything you can imagine — images, video, voice and music in one studio | keywords 100% | [.md](https://openaitools.app/tool/tryleap-ai.md) | | 15 | [DealDrop](https://openaitools.app/tool/dealdrop) | 336,650 | +16.4% | Free | Coupon codes ranked by whether they actually worked | keywords 65% | [.md](https://openaitools.app/tool/dealdrop.md) | | 16 | [PLG OS](https://openaitools.app/tool/plg-os) | 4,707 | -12.5% | Freemium, Paid | Ship personalised in-app onboarding, support, feedback, and gamification with fast UX SDK components. | keywords 65%; semantic match | [.md](https://openaitools.app/tool/plg-os.md) | | 17 | [Interviews Chat](https://openaitools.app/tool/interviews-chat) | 135,960 | -6.8% | Freemium | Real-time AI interview copilot and prep coach in one platform | keywords 65% | [.md](https://openaitools.app/tool/interviews-chat.md) | | 18 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Build, simulate, evaluate and monitor self-improving AI agents | semantic match | [.md](https://openaitools.app/tool/future-agi.md) | | 19 | [ValidateIdea.io](https://openaitools.app/tool/validate-your-idea-before-building) | 5,489 | +5.5% | Paid | Test your startup idea with a landing page, real signups and real analytics — before you build | keywords 100% | [.md](https://openaitools.app/tool/validate-your-idea-before-building.md) | | 20 | [Hyrax AI](https://openaitools.app/tool/hyrax-ai) | 12,087 | -38.4% | Freemium | Agentic product development that proves what shipped was worth building | semantic match | [.md](https://openaitools.app/tool/hyrax-ai.md) | | 21 | [Blume](https://openaitools.app/tool/blume-codes) | 16,263 | -71.6% | Free | Know what your coding agents built before you ship | semantic match | [.md](https://openaitools.app/tool/blume-codes.md) | | 22 | [FormHug](https://openaitools.app/tool/formhug) | 92,118 | -4.8% | Freemium, Free | Free AI form builder for humans and AI agents | keywords 65% | [.md](https://openaitools.app/tool/formhug.md) | | 23 | [Prolific](https://openaitools.app/tool/prolific-co) | 77,755 | -24% | Paid | Real human data for AI training, evals, and research — in minutes | keywords 65% | [.md](https://openaitools.app/tool/prolific-co.md) | | 24 | [Type.com](https://openaitools.app/tool/type-com) | 18,668 | -21.6% | Paid | Agent automations your whole company can run | keywords 100% | [.md](https://openaitools.app/tool/type-com.md) | Page 1 of 5 · [Next page →](https://openaitools.app/index.md?q=feedback+analysis&group=coding-development&page=2) For programmatic access use `https://openaitools.app/api/tools?q=…` or MCP `https://openaitools.app/api/mcp`. --- Source: https://openaitools.app/?q=feedback%20analysis More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)