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Crowdsourced Bot Network IP Database API
A continuously updated, community-fed database of known bot network IP ranges and residential proxy endpoints, accessible via API. Users contribute detected bot IPs and query the database for IP reputation checks, with auto-sync capabilities for Google Ads exclusion lists. The database grows more valuable with each user contribution.
为什么这很重要
You manage online ad campaigns and have slowly built up an IP exclusion list of hundreds or thousands of known bot networks. You did this manually, one campaign at a time, discovering each bot IP after it already wasted your budget. You wonder why there isn't a shared database where advertisers pool their collective knowledge of bot networks. When you find a new bot IP, you want to contribute it so others don't have to learn the hard way. You also want to benefit from others' discoveries automatically, syncing new bot IPs to your exclusion list without lifting a finger.
- · 专为 Developers and marketers running online ad campaigns who currently maintain manual IP exclusion lists, plus ad-tech companies needing IP reputation data 打造。
- · 最可能的变现方式：Freemium API (free tier with rate limits, paid for bulk queries and auto-sync)。
痛点叙事
You manage online ad campaigns and have slowly built up an IP exclusion list of hundreds or thousands of known bot networks. You did this manually, one campaign at a time, discovering each bot IP after it already wasted your budget. You wonder why there isn't a shared database where advertisers pool their collective knowledge of bot networks. When you find a new bot IP, you want to contribute it so others don't have to learn the hard way. You also want to benefit from others' discoveries automatically, syncing new bot IPs to your exclusion list without lifting a finger.
得分构成
市场信号
Go-to-Market 启动方案
Solo marketers and developers who manually maintain Google Ads IP exclusion lists and have at least 100 entries
~30K advertisers globally maintain manual exclusion lists, with potential to expand to all self-serve ad buyers
Hacker News launch emphasizing the shared-database and community angle, followed by SEO targeting 'Google Ads bot exclusion' long-tail queries
$19/month for auto-sync with up to 10K API queries, free tier for manual lookups
100 API users and 500 community-submitted bot IP ranges within 30 days
MVP 方案 · 1-2 周
- Design PostgreSQL schema for IP ranges with reporter tracking, confidence scores, and timestamps
- Build REST API with endpoints: GET /ip-reputation, POST /report-bot-ip, GET /exclusion-list
- Seed database with known datacenter IP ranges from public ASN data
- Create simple web UI for searching IPs and viewing community contributions
- Set up rate limiting and basic API key authentication
- Build Google Ads exclusion list export in Google Ads-compatible CSV format
- Add webhook system for auto-syncing new bot IPs to users' Google Ads accounts
- Implement confidence scoring algorithm based on independent reporter count and time decay
- Create community leaderboard showing top contributors to gamify submissions
- Write launch post emphasizing the '4000 networks maintained manually' pain point
差异化
为什么这件事可能失败
自我反驳——最重要的信任度信号
- 1IP-based detection is becoming obsolete as bot operators shift to residential proxies from compromised consumer devices, meaning the database's core asset (IP ranges) loses value over time
- 2Established IP reputation vendors like MaxMind and IPQualityScore already have massive databases and could add a community-contribution feature quickly if they see the threat
- 3The database could be poisoned by malicious submissions — competitors could submit legitimate publisher IPs as bots, and without expensive verification, false positives would erode trust
证据综述
AI 如何合成此洞察——无原话引用
One commenter explicitly described maintaining over 4000 manually excluded IP networks just in the US, and another directly asked whether a shared database exists. A third user suggested a site called knock-knock.net as similar but limited. Multiple commenters (~4) explained that bot networks increasingly use residential proxies from trojan-infected smart TVs, routers, and consumer software, making pure IP-range blocking less effective over time. The clear gap is a community-fed, ad-fraud-specific IP database with auto-sync to ad platforms, though the residential proxy trend threatens the long-term viability of any IP-centric approach.
行动计划
在写代码之前，先验证这个商机
推荐下一步
先验证
信号不错但需要确认。先做一个落地页收集邮件注册，再决定是否开发。
落地页文案包
基于真实 Reddit 评论整理的即用文案，可直接粘贴到落地页
主标题
Crowdsourced Bot Network IP Database API
副标题
A continuously updated, community-fed database of known bot network IP ranges and residential proxy endpoints, accessible via API. Users contribute detected bot IPs and query the database for IP reputation checks, with auto-sync capabilities for Google Ads exclusion lists. The database grows more valuable with each user contribution.
目标用户
适合：Developers and marketers running online ad campaigns who currently maintain manual IP exclusion lists, plus ad-tech companies needing IP reputation data
功能列表
✓ REST API for batch IP reputation queries returning bot probability score ✓ Community submission endpoint where users report confirmed bot IPs ✓ Auto-sync integration with Google Ads IP exclusion settings ✓ Historical tracking of bot network migration patterns ✓ Confidence scoring based on number of independent reporters
去哪里验证
把落地页链接发布到 r/HN · front_page——这里就是这些痛点被发现的地方。
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