Idea · Audience & demand signals
Audience & demand signals
The audience & demand signals tools a solo builder reaches for in the Idea phase - every AI-coding skill, MCP server and workflow Skillselion tracks for audience & demand signals, ranked by community signal so you can pick the right one fast.
TypeDescription
1Customer ResearchDocs & PlanningskillSynthesize interviews, surveys, support tickets, reviews, and community signals into ICP insight, JTBD, and VOC so positioning and copy stop being guesswork.45.1k32.4k
2RedditAutomationskillPull posts, comments, subreddit info, and user profiles from Reddit’s public JSON API for research without OAuth setup.2.6k920
3Apify Audience AnalysisDocs & PlanningskillPull real follower, engagement, and comment signals from major social platforms with Apify Actors so you can size and profile an audience before or while you grow.2.5k2.1k
4User ResearchFrontend & DesignskillPlan interviews, usability tests, or surveys and turn raw notes into prioritized themes before you ship the wrong thing.2.1k19.6k
5Conducting User InterviewsDocs & PlanningskillPull Lenny’s Podcast guest tactics for planning and running user interviews when data alone cannot explain behavior.1.4k1k
6Jobs To Be DoneDocs & PlanningskillFrame a product opportunity with Jobs-to-be-Done—functional, social, and emotional jobs plus pains and gains—before committing to features or positioning.1.4k5k
7Proto PersonaDocs & PlanningskillDraft a lightweight proto-persona with pains, goals, and quotes so you can validate who you are building for before writing specs.1.2k5k
8Ideal Customer ProfileDocs & PlanningskillTurn PMF surveys and customer research into a clear Ideal Customer Profile with demographics, behaviors, JTBD, and needs.1.1k12.3k
9Market SegmentsDocs & PlanningskillDefine 3–5 distinct customer segments with JTBD, pain points, and product-fit so you can prioritize who to build for before committing scope.1k12.3k
10Interview ScriptDocs & PlanningskillGenerate a Mom Test–aligned customer interview guide with JTBD probing so discovery conversations surface past behavior, not opinions about your idea.1k12.3k
11Ux Researcher DesignerFrontend & DesignskillTurn interview notes and usage data into research-backed persona archetypes (power user, casual user, etc.) before you design flows or write positioning.96327.8k
12Ux Researcher DesignerFrontend & DesignskillTurn interview notes and analytics into personas, journey maps, usability test plans, and design recommendations before you commit to UI.79517.5k
13Brand IdentityFrontend & DesignskillDefine brand purpose, positioning, and visual/verbal identity before you ship marketing or a landing page.68761
14Find CommunityDocs & PlanningskillDiscover which communities you already belong to so you can build a minimalist business around real recurring problems—not a random product idea.6359.1k
15Brand StrategistFrontend & DesignskillInstall when you are structuring a product portfolio or sub-brands and need a data-driven recommendation among Branded House, House of Brands, Endorsed, or Hybrid models.617227
16Layers Observed BehaviourDocs & PlanningskillPlan user research studies and synthesize interviews into confidence-rated observed, inferred, and assumed findings.573155
17Layers User NeedsDocs & PlanningskillRun the Layers user-needs ritual to turn observations into prioritized job stories and OST-style opportunities before locking product strategy.571155
18Empathy MapFrontend & DesignskillTurn interview transcripts and research notes into a shareable four-quadrant empathy map so the whole team agrees on what users say, think, do, and feel.5701.5k
19Jobs To Be DoneFrontend & DesignskillReframe feature lists into JTBD job statements with functional, emotional, and social dimensions so product bets track user motivations.5671.5k
20User PersonaFrontend & DesignskillTurn interview transcripts, surveys, or analytics into two to four research-backed personas your agent can reference for design tradeoffs.5611.5k
21Tong Jincheng Interpersonal SkillDocs & PlanningskillApply a structured interpersonal and attraction mindset to relationship or persuasion questions inside your agent without role-play fluff.52031
22222wcnm BilistalkermcpBackend & DatamcpTrack Bilibili creators and get the latest updates on videos, dynamics, and articles. Fetch user p…-05
23Analog McpBackend & DatamcpQuery real-time US data and AI-analyzed attributes across the country.-00
24Anysiteio CookbookAI & AgentspluginAnySite skills for Claude Code - LinkedIn data analysis, ICP building, and prospect research-06
25BigVik193 Reddit User McpDev ToolsmcpBrowse and manage Reddit posts, comments, and threads. Fetch user activity, explore hot/new/rising…-00
26CDC Social Vulnerability IndexBackend & DatamcpSVI scores and theme breakdowns by county and tract-00
27Census (ACS By ZIP)Backend & DatamcpU.S. Census (ACS) data by ZIP: income, demographics, housing, education, from a local store.-00
28Census Mcp ServerBackend & DatamcpQuery U.S. Census Bureau data, variables, and geography via MCP.-01
29GoCreative Agent APIDev ToolsmcpPay-per-call social enrichment + 140+ lookups for AI agents. x402 + USDC on Base.-00
30Great QuestionAI & AgentsmcpRun user research from any AI tool. Create studies, recruit participants, query insights.-00
31IRS SOI (Income By ZIP)Backend & DatamcpIRS income & tax stats by ZIP in your agent: AGI distribution, tax, credits, deductions.-00
32KonbiniAPI MCPBackend & DatamcpGet social media data from Instagram and TikTok: profiles, posts, videos, comments, and more.-00
33Lead411Backend & DatamcpB2B lead generation, company search, and contact enrichment from Lead411.-00
34Mcp Gtm Signals AggregatorBackend & DatamcpCombines hiring and tech-stack signals into one composite GTM score. Clay-ready output.-00
35Mcp ServerBackend & DatamcpCultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 countries-00
36Potarix EnricherDev ToolsmcpFind company websites and verified business emails through the Potarix Enricher API.-00
37Reddit Mcp BuddyAutomationmcpReddit browser for AI assistants. Browse posts, search content, analyze users. No API keys needed.-0705
38Reddit MCP By UnClickDocs & PlanningmcpRead public Reddit without OAuth; post, comment, vote, and subscribe with OAuth. By UnClick.-04
39Reddit Mcp ServerBackend & DatamcpPost + comment + subreddit search with comment-level depth for sentiment work.-00
40Reddit Research McpBackend & DatamcpTurn Reddit's chaos into structured insights with full citations - MCP server for Reddit research-0121
41Reddit Trends MCPBackend & DatamcpReddit trend data over time, with growth for any topic or brand. Free key at trendsmcp.ai-00
42SignalpipeAI & AgentsmcpAgentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf via MCP.-00
43SocialDataX 小红书 Xiaohongshu XHS RedNote MCPBackend & Datamcp小红书/Xiaohongshu/XHS/RedNote note search, hot list, details, comments/replies, creator profiles.-00
44Telegram Channel Scraper McpDocs & PlanningmcpScrape messages, extract leads from public Telegram channels. No login required.-00
45TikTok Trends MCPBackend & DatamcpTikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai-00
46US Census Bureau DataBackend & DatamcpQuery US Census Bureau data: demographics, economics, and housing statistics.-00
47Wiremi Marketing MCPBackend & DatamcpRead-only ROSCA and savings-circle answers and calculators, from Wiremi's public facts.-00
48Zh Education McpBackend & DatamcpCanton and City of Zurich education data: schools, statistics, infrastructure-00
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