An open-source AI user feedback board and changelog tool for product teams, automatically organizing feedback, deduplicating it, and generating release notes.
Page title:FeedLog — Open-Source Feedback Tool with Built-in AI
Overview
Data updates weekly; see the notes on estimated values Data notes
AI Analysis
Compiled by an LLM based on landing page content; speculative judgments are noted.
Product teams need a place to collect user feedback, prioritize, and publish changelogs, but SaaS like Canny charges by usage and the data isn't in their own hands.
Before
Either pay subscription costs for paid SaaS like Canny, or build a feedback board and changelog from scratch, while also manually merging duplicate tickets.
Now
Deploy your own feedback board, roadmap, and changelog in minutes; AI automatically categorizes and deduplicates feedback and writes completed items into release notes.
By comparison
Compared with Canny, it focuses on open source, self-hosted data, and zero SaaS tax; compared with building in-house, it saves DevOps, with a choice of hosted or self-hosted.
Target audience:Small and mid-sized SaaS product teams, Indie developers and early-stage startup teams, B2B teams that value data compliance Highlights:Open source and self-hostable, with data staying on your own infrastructure, AI automatic deduplication to reduce duplicate tickets, From completion to release, AI writes changelogs in your tone Willingness to pay:Medium
Traffic is about 10K, down 15.3% month-over-month, in an early validation or traffic fluctuation phase, with no stable growth curve yet.
Presumably driven mainly by open-source communities, GitHub and Product Hunt-like channels, and comparison keyword searches such as "Canny alternative".
Weak moat: open source can be copied; the core lies in AI deduplication and release copy experience plus self-hosting trust, requiring accumulation through community and word of mouth.
No payment channels or pricing detected on the page; it only mentions "zero SaaS tax", suggesting a freemium model of open-source free plus hosted subscription.
Search, backlinks & monetization
Core keywords
open source feedback toolcanny alternativeai feedback boarduser feedback management toolchangelog toolBacklinks & Badges
discord.gggithub.comPayment channels & pricing
Not detected
{
"domain": "feedlog.ai",
"name": "FeedLog",
"title": "FeedLog — Open-Source Feedback Tool with Built-in AI",
"description": "The open-source, AI-native alternative to Canny. Deploy your own user feedback board and changelog in minutes. Zero SaaS tax.",
"desc_zh": "An open-source AI user feedback board and changelog tool for product teams, automatically organizing feedback, deduplicating it, and generating release notes.",
"cat1": "[\"生产力与办公\", \"编程与开发\"]",
"cat2": "[\"AI 用户反馈管理\", \"AI 更新日志生成\", \"开源 SaaS 替代\"]",
"site_type": "[\"品牌驱动\", \"关键词驱动\"]",
"keyword_type": "功能词",
"model_family": null,
"model_version": null,
"status": "正常",
"registered": "2026-03-04",
"rank": 988489,
"visits": 10206,
"visits3": "[10071, 12049, 10206]",
"growth": -15.3,
"dr": 29.1,
"tech": "[\"Nuxt\"]",
"analytics": "[\"Google Analytics\", \"Microsoft Clarity\"]",
"payments": "[]",
"pricing": "[]",
"monetization": "[\"免费增值\", \"订阅制\"]",
"monetization_score": 24.1,
"keywords": "[\"open source feedback tool\", \"canny alternative\", \"ai feedback board\", \"user feedback management tool\", \"changelog tool\"]",
"outbound": "[\"discord.gg\", \"github.com\"]",
"badges": "[]",
"seo": "{\"words\": 1435, \"lang\": \"en\", \"internal\": 15, \"outbound\": 2, \"images\": 20, \"images_no_alt\": 7, \"schema\": [\"WebSite\", \"WebPage\", \"ReadAction\", \"Organization\", \"ImageObject\"]}",
"insight": "{\"problem\": \"Product teams need a place to collect user feedback, prioritize, and publish changelogs, but SaaS like Canny charges by usage and the data isn't in their own hands.\", \"before\": \"Either pay subscription costs for paid SaaS like Canny, or build a feedback board and changelog from scratch, while also manually merging duplicate tickets.\", \"now\": \"Deploy your own feedback board, roadmap, and changelog in minutes; AI automatically categorizes and deduplicates feedback and writes completed items into release notes.\", \"vs\": \"Compared with Canny, it focuses on open source, self-hosted data, and zero SaaS tax; compared with building in-house, it saves DevOps, with a choice of hosted or self-hosted.\", \"audience\": [\"Small and mid-sized SaaS product teams\", \"Indie developers and early-stage startup teams\", \"B2B teams that value data compliance\"], \"hooks\": [\"Open source and self-hostable, with data staying on your own infrastructure\", \"AI automatic deduplication to reduce duplicate tickets\", \"From completion to release, AI writes changelogs in your tone\"], \"pay_willingness\": \"中等\", \"growth\": \"Traffic is about 10K, down 15.3% month-over-month, in an early validation or traffic fluctuation phase, with no stable growth curve yet.\", \"acquisition\": \"Presumably driven mainly by open-source communities, GitHub and Product Hunt-like channels, and comparison keyword searches such as \\\"Canny alternative\\\".\", \"moat\": \"Weak moat: open source can be copied; the core lies in AI deduplication and release copy experience plus self-hosting trust, requiring accumulation through community and word of mouth.\", \"money\": \"No payment channels or pricing detected on the page; it only mentions \\\"zero SaaS tax\\\", suggesting a freemium model of open-source free plus hosted subscription.\"}",
"is_sample_revenue": 0,
"is_new": 0,
"reg_relaxed": 0,
"updated_at": "2026-10-18T01:31:32+00:00"
}
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