REPOGEO 报告 · LITE
dittofeed/dittofeed
默认分支 main · commit 52b2bee9 · 扫描时间 2026/5/24 03:41:53
星标 2,775 · Fork 347
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 dittofeed/dittofeed 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Strengthen README opening to emphasize full-stack CDP and multi-channel capabilities
原因:
当前Dittofeed is an omni-channel customer engagement platform. Send broadcasts or create automated user journeys to message users along any channel: email, mobile push notifications, SMS, WhatsApp, Slack, and more. We're an open source, dev-friendly alternative to platforms like OneSignal, Customer.io, and Segment Engage.
复制粘贴的修复Dittofeed is an open-source, full-stack customer engagement platform, combining a Customer Data Platform (CDP), advanced segmentation, and omni-channel messaging. Send broadcasts or create automated user journeys across email, mobile push, SMS, WhatsApp, Slack, and more. We're a dev-friendly alternative to platforms like OneSignal, Customer.io, and Segment Engage.
- mediumtopics#2Add missing core differentiator keywords to topics
原因:
当前broadcast, customer-engagement, customer-segmentation, email, email-notification, embedded, javascipt, journey, messaging-app, messaging-platform, nodejs, onboarding, open-source, push-notifications, react, self-hosted, sms-notifications, transactional-emails, typescript, white-label
复制粘贴的修复broadcast, customer-engagement, customer-segmentation, email, email-notification, embedded, javascipt, journey, messaging-app, messaging-platform, nodejs, onboarding, open-source, push-notifications, react, self-hosted, sms-notifications, transactional-emails, typescript, white-label, customer-data-platform, cdp, multi-channel, omni-channel, marketing-automation
- lowreadme#3Add a dedicated 'Why Dittofeed?' comparison section to the README
原因:
复制粘贴的修复## Why Dittofeed? Dittofeed stands out as the open-source, self-hostable, full-stack customer engagement platform, offering complete data ownership and developer control unlike proprietary SaaS solutions such as OneSignal, Customer.io, and Segment Engage.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- mautic/mautic · 被推荐 1 次
- salesagility/SuiteCRM · 被推荐 1 次
- odoo/odoo · 被推荐 1 次
- espocrm/espocrm · 被推荐 1 次
- ActiveCampaign · 被推荐 1 次
- 品类问题How can I automate multi-channel customer engagement journeys with an open-source platform?你:未被推荐AI 推荐顺序:
- Mautic (mautic/mautic)
- SuiteCRM (salesagility/SuiteCRM)
- Odoo (odoo/odoo)
- EspoCRM (espocrm/espocrm)
- ActiveCampaign
AI 推荐了 5 个替代方案,却始终没点名 dittofeed/dittofeed。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for a self-hostable, dev-friendly open-source alternative for transactional and marketing messaging.你:未被推荐AI 推荐顺序:
- Mailtrain
- Mautic
- Poste.io
- Listmonk
- Sendportal
- Mailcow: dockerized
AI 推荐了 6 个替代方案,却始终没点名 dittofeed/dittofeed。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of dittofeed/dittofeed?passAI 未点名 dittofeed/dittofeed —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts dittofeed/dittofeed in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 dittofeed/dittofeed
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo dittofeed/dittofeed solve, and who is the primary audience?passAI 明确点名了 dittofeed/dittofeed
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 dittofeed/dittofeed 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/dittofeed/dittofeed)<a href="https://repogeo.com/zh/r/dittofeed/dittofeed"><img src="https://repogeo.com/badge/dittofeed/dittofeed.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
dittofeed/dittofeed — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3