research-sources

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Strategies: Research Sources

策略:研究来源

Guides selecting and organizing information sources for marketing research: content ideation, competitor monitoring, and industry tracking. Use this skill when planning where to gather signals for content, competitive intelligence, or market trends.
When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
本指南介绍如何为营销调研(内容创意、竞品监控、行业追踪)筛选和整理信息源。当你规划从哪些渠道收集内容、竞品情报或市场趋势相关信号时可使用本技能。
调用规则首次使用时,如果合适,可先用1-2句话介绍本技能涵盖的内容以及价值,再提供核心输出。后续调用或用户要求省略说明时,直接输出核心内容即可。

Use Cases

适用场景

Use casePurpose
Content ideationTopic ideas, trends, gaps for blog, newsletter, social
Competitor monitoringProduct updates, positioning, pricing, reviews
Industry trackingMarket shifts, funding, layoffs, regulatory changes
适用场景用途
Content ideation博客、通讯、社交媒体的选题思路、趋势、内容缺口
Competitor monitoring产品更新、定位、定价、用户评价
Industry tracking市场变化、融资、裁员、监管政策调整

Source Categories

信息源分类

CategoryFormatUse
NewsReal-time, dailyBreaking news, announcements
BlogsCompany, analystDeep dives, product updates
NewslettersCurated, weekly/dailyTrends, summaries; low effort
EventsConferences, webinarsIndustry pulse, networking
DataLayoffs, market cap, fundingQuantitative signals
CommunityForums, Q&AReal questions, pain points
ArchivesWayback, Internet ArchiveHistorical content, competitor changes
Selection criteria: Authority, freshness, coverage, language/locale. Prefer 10–15 high-quality sources over 50+ low-signal ones.
分类形式用途
新闻实时、日更突发新闻、官方公告
博客企业博客、分析师博客深度分析、产品更新
Newsletters精选内容、周更/日更趋势、摘要,获取成本低
活动会议、线上研讨会行业脉搏、人脉拓展
数据裁员数据、市值、融资信息量化信号
社区论坛、问答平台真实用户问题、痛点
归档库Wayback、互联网档案馆历史内容、竞品变动记录
筛选标准:权威性、时效性、覆盖范围、语言/地区。优先选择10-15个高质量信息源,而非50个以上低价值信息源。

Example Sources (Generic)

通用信息源示例

CategoryExamples
NewsTechCrunch, VentureBeat, MIT Technology Review
BlogsGoogle AI Blog, OpenAI Blog, company blogs
NewslettersTLDR AI, Ben's Bites, The Batch (DeepLearning.AI)
DataLayoffs.fyi, Crunchbase, Companies Market Cap
ArchivesInternet Archive, Wayback Machine
CommunityReddit, Quora, Stack Overflow; regional (e.g. Qiita for Japan)
Note: Add locale-specific sources via localization-strategy; avoid long URL lists.
分类示例
新闻TechCrunch, VentureBeat, MIT Technology Review
博客Google AI Blog, OpenAI Blog, 各企业博客
NewslettersTLDR AI, Ben's Bites, The Batch (DeepLearning.AI)
数据Layoffs.fyi, Crunchbase, Companies Market Cap
归档库Internet Archive, Wayback Machine
社区Reddit, Quora, Stack Overflow;地区性平台(如日本的Qiita)
注意:通过localization-strategy添加地区特定信息源,避免提供过长的URL列表。

By Use Case

按适用场景匹配

Use caseSource types
Content ideationNews, blogs, newsletters, community (Reddit, Quora, Stack Overflow)
Competitor monitoringCompetitor blogs, review sites, social, funding databases
Industry trackingNews, newsletters, events, layoff/funding data
Avoid: Long URL lists that go stale. Use category framework + a few examples; update periodically.
适用场景信息源类型
内容创意新闻、博客、Newsletters、社区(Reddit、Quora、Stack Overflow)
竞品监控竞品博客、评价网站、社交平台、融资数据库
行业追踪新闻、Newsletters、活动、裁员/融资数据
注意事项:避免使用容易失效的长URL列表。使用分类框架+少量示例的形式,定期更新即可。

Integration with Skills

与其他技能的集成

SkillHow research sources feed in
keyword-researchNewsletters, community for long-tail and question keywords
competitor-researchCompetitor blogs, review platforms, funding data
content-marketingNews, blogs for topic ideas; events for timely content
content-strategyIndustry trends for pillar/cluster planning
技能研究来源的作用
keyword-researchNewsletters、社区可用于挖掘长尾关键词和问题类关键词
competitor-research竞品博客、评价平台、融资数据
content-marketing新闻、博客提供选题思路;活动可用于打造时效性内容
content-strategy行业趋势可用于支柱内容/内容集群规划

Output Format

输出格式

  • Use case (ideation, competitor, industry)
  • Category selection (news, blogs, newsletters, etc.)
  • Source shortlist (5–15; name + purpose)
  • Cadence (daily scan, weekly digest, event calendar)
  • 适用场景(内容创意、竞品监控、行业追踪)
  • 分类选择(新闻、博客、Newsletters等)
  • 信息源候选清单(5-15个;名称+用途)
  • 更新频率(每日浏览、每周摘要、活动日历)

Related Skills

相关技能

  • keyword-research: Keyword discovery; research sources inform topics
  • competitor-research: Competitor analysis; sources for monitoring
  • content-marketing: Content planning; sources for ideation
  • content-strategy: Topic clusters; industry signals for pillars
  • keyword-research:关键词挖掘;研究来源可为选题提供参考
  • competitor-research:竞品分析;监控信息来源
  • content-marketing:内容规划;创意灵感来源
  • content-strategy:内容集群;行业信号可用于支柱内容规划