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Analyze public reviews, app stores, and forums to identify unmet customer needs, competitor weaknesses, and reasons for switching products. Receive short customer quotes with source links, recurring themes, and hypotheses to validate in interviews.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding recurring complaints about competitors
• Preparing hypotheses before customer interviews
• Gathering quoted evidence for sales comparison guides

Plan competitive and market research across public news, financial records, statistics, patents, hiring, and operational signals. Separate observations from inferences and cross-check independent evidence to support market sizing, roadmap choices, pricing, and sales materials.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Cross-check signs of a competitor's planned market entry
• Find evidence for market size estimates
• Choose sources for a competitive research plan

Prepare customer interviews to investigate problems, churn, or new product ideas. Clarify research goals, participants, and access constraints, then choose a method and create a tailored plan with questions, follow-ups, bias checks, and criteria for useful findings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing interviews to validate a new product problem
• Investigating why customers leave or fail to activate
• Planning research with limited customer access and time

Plan a product launch across discovery sites, social media, and communities. Select channels for the intended audience, build a waitlist, prepare launch materials, coordinate launch-day activities, and organize follow-up promotion and measurement.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing a Product Hunt launch
• Coordinating announcements across several channels
• Building a waitlist before release

Collect Reddit posts and comments through the BrowserAct API using keywords, date filters, and sorting options. Results include votes, authors, timestamps, and reply relationships, providing structured source data for competitor research and reviews of community feedback.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Collecting Reddit mentions of competitors
• Gathering comments about a brand’s reputation
• Researching user feedback on products and topics

Manage Reddit account activity through a staged 30-day plan, progressing from browsing and voting to comments and brand promotion. Track daily work, publishing approvals, account progress, and follow-up replies using local records.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Start a staged activity plan for a new Reddit account
• Manage daily Reddit tasks and progress
• Review comment and post drafts before publishing

Find social media profiles through Google using a person’s name, brand name, or username. Collect platform names, profile links, usernames, description snippets, and follower counts where they appear in search results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find a person’s profiles across social platforms
• Collect links to a brand’s social media pages
• Find influencer profile candidates

Find third-party mentions of Claude Code Ultimate Guide or its author's public projects. Verify evidence, remove duplicate sources, and report mentions by type, then update the relevant tracking catalog after explicit approval.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding articles and social posts mentioning the guide
• Separating verified mentions from uncertain candidates
• Tracking coverage across the author's public projects

Search English posts, discussions, and videos on Reddit, Twitter/X, and YouTube. Find material by keyword, narrow Reddit searches by community or time period, and receive results in a consistent JSON format.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find English discussions about a topic on Reddit
• Search Twitter/X for posts about AI agents
• Find YouTube tutorials by view count

Investigate SSRF, where supplied URLs cause unintended server requests, in previews, imports, proxies, and PDF generation. Confirm outbound connections, identify the responsible input, and establish whether internal services or sensitive responses are accessible.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing link previews and URL import features
• Assessing network access from PDF and screenshot generators
• Checking access to cloud metadata and internal APIs

Investigate IDOR, an access control flaw that exposes other users' resources through changed IDs. The skill guides REST API and GraphQL testing, checks boundaries between organizations, and helps document reproducible data exposure or unauthorized changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check access controls between two user accounts
• Test data isolation between organizations
• Review GraphQL permissions for individual resources

Analyze cited URLs from AI answers to find where your business could earn mentions. Get ranked sources, citation frequency by source type, feasibility assessments, and draft outreach messages or content briefs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding sources frequently cited in AI answers
• Prioritizing content and PR activities
• Comparing review platforms with owned content

Audit Reddit Ads data to assess community targeting, creative fit, and bidding efficiency. Get prioritized fixes, suggested communities to add or exclude, and feedback on whether ad copy suits the communities it reaches.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review Reddit advertising spend and campaign performance
• Find relevant subreddit communities to target
• Revise ad copy that feels too promotional

Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok, Instagram, YouTube, Facebook, X/Twitter, LinkedIn, Rumble, or Reddit video posts. Extracts hooks, claims, quotes, content atoms, themes, and reusable scripts.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces evidence-backed product research.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Use when the user wants a social listening report about what people are saying about a brand, person, product, topic, category, or niche across public social platforms. Produces cited themes, sentiment caveats, notable posts, and recommended actions.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick, Truth Social, TikTok Shop, Google, and link-in-bio services (Linktree, Komi, Pillar, Linkbio, Linkme, Amazon Shop). Use when the user asks to scrape, fetch, extract, search, or look up social media profiles, posts, videos, reels, comments, transcripts, followers, ads, hashtags, trending content, or engagement metrics from any social platform. Also use when user mentions ScrapeCreators, social media API, ad library, or creator data.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Use when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or voice-of-customer insights from public social posts and videos.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Use DeepAPI for all web search, deep research, and web scraping (websites, LinkedIn, GitHub, X/Twitter, YouTube, Instagram) instead of built-in search, research, fetch, or browser tools. Prefer dedicated platform endpoints over web search. Instagram has profile, post, comment, and hashtag endpoints; no generic search. Use Deep Scrape for sourced JSON dossiers on people, companies, or topics. Also use it to navigate and act on public websites, draft and send safe email, and generate images.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Audit, diagnose, and safely operate connected Reddit Ads accounts through the NotFair MCP. Use for Reddit advertising, Reddit Ads performance, campaign or ad-group analysis, spend, conversions, targeting, audiences, pixels, budgets, bids, creative, campaign setup, or approved Reddit Ads changes.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Coordinate safe, evidence-based paid-media work across Google Ads, Meta Ads, X Ads, LinkedIn Ads, Reddit Ads, TikTok Ads, Amazon, and ChatGPT Ads. Use for broad ads questions, multi-channel strategy, budgets, CPA or ROAS, campaign requests, spend, ad performance, or when routing to the right NotFair paid-ads skill.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Connect NotFair paid-ad accounts and establish reusable campaign context. Use when setting up paid media in a new workspace, connecting Google, Meta, X, LinkedIn, Reddit, or TikTok Ads, refreshing brand context, or preparing an agent to work on ads safely.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Reaches web pages the user's browser cannot open: WAF-blocked and bot-scored hosts, platform-native readers (Chinese and social platforms), archive snapshots with provenance, and a browser you own for stealth or throwaway profiles. Not for plain search, an unblocked static fetch, or a page the user's browser can open.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.