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Competitive analysis ending in a clear positioning call — where to play, how to win. Use when asked to "analyze competitors", "competitive landscape", "how do we compare to X", "competitive positioning", "where should we play", "find our white space", or "who else does this".
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Competitive intelligence teardown — 5-layer analysis (signals, product, marketing, positioning, strategy) plus sales battlecard. Use when "competitor analysis", "competitive teardown", "who are our competitors", "battlecard", "competitive intel", "compare us to X", "what is X doing", or any request to research, analyze, or position against competitors.
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Maps a startup's competitive landscape, scores moat strength across 6+ dimensions, and writes an investor-ready competition narrative with a positioning map. Use when the user asks for a competitive landscape, moat analysis, or positioning review and gives enough to work from: a deck, a list of competitors, or a clearly named startup. A full run takes about 30–40 minutes and searches the web, so for a passing question such as 'who are my competitors?' or 'is that a real moat?', answer briefly in chat and offer the analysis instead of starting it. When it runs, the competitor set and moat scores are checked adversarially, never recalled from memory.
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Evaluates competitive advantage sustainability with switching costs, network effects, data assets, and brand strength analysis. Use when assessing competitive moats, analyzing defensibility, or evaluating long-term positioning.
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Maps competitive dynamics with market positioning, feature comparison, funding histories, and differentiation assessment. Use when analyzing startup competition, mapping market landscapes, or identifying competitive threats.
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Build AI competitive intelligence monitors. TRIGGERS - Use when user needs help with ai-competitive-monitor related tasks.
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SERP-informed outline generation with H2/H3 heading hierarchy, competitive content gap analysis, section-by-section word count targets, chart and image placement markers, optional FAQ question planning, and internal linking zones. Skeleton only: structure, H2/H3 hierarchy, word counts, optional FAQ slots. Use blog-brief instead if you need full competitive analysis, statistics research, and image suggestions. Lighter than a full content brief, generates article skeleton and structure only, ready for /blog write to consume. Use when user says "outline", "blog outline", "content outline", "structure blog", "plan sections", "article skeleton", "heading structure", "SERP analysis", "competitive outline", "plan article".
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Compare brands and products across social media — share of voice, sentiment, positioning, and audience overlap using Xpoz. Use when asked to "compare brands", "competitive analysis", "share of voice", "brand vs brand", or "competitive intelligence".
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Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Use when analyzing competitors, building sales battlecards, tracking market moves, positioning against alternatives, or when user mentions competitive intelligence, competitive analysis, competitor research, battlecards, win/loss, or market positioning.
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Compare brands and products across social media — share of voice, sentiment, positioning, and audience overlap using Xpoz. Use when asked to "compare brands", "competitive analysis", "share of voice", "brand vs brand", or "competitive intelligence".
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Enzyme kinetics — Michaelis-Menten Km, Vmax, kcat (turnover), and kcat/Km (catalytic efficiency / specificity constant) from substrate-velocity data, plus inhibition-mechanism analysis (competitive / uncompetitive / non-competitive, Ki). Fits the MM equation by nonlinear regression (and reports Lineweaver-Burk for reference). Use when you have substrate concentrations and initial reaction velocities and need kinetic parameters or to classify an inhibitor. NOT for BRENDA database lookups of published constants (use the BRENDA tools).
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Map the competitive landscape for a Stellar project idea. Use when a user says "who are my competitors on Stellar", "competitive analysis Stellar", "what already exists in this space on Stellar", "show me similar Stellar projects", "is anyone else building this on Stellar", or "map the Stellar landscape for X". Queries the 728-project LumenLoop ecosystem database and Electric Capital developer activity to rank competitors by SCF funding history and repo activity.
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Build AI competitive intelligence monitors. TRIGGERS - Use when user needs help with ai-competitive-monitor related tasks.
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Research competitors, analyze market positioning, identify differentiators, and understand competitive landscape to inform product strategy and positioning. Use when researching competitors, analyzing features, identifying market gaps, understanding pricing strategies, evaluating competitive advantages, researching market trends, or informing product decisions.
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Weekly competitive landscape monitoring and analysis
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将业务亮点、发展成果、竞争优势和融资需求整理成面向投资者的HTML幻灯片，并配备演讲者备注，用于融资路演。
Research competitors from their website URLs and turn findings into consistent Markdown profiles. Compare features, pricing, positioning, and available SEO data, with dated sources and a summary that brings multiple competitors together.
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Research competitors' messaging, product positioning, and content strategy, then build a comparison brief showing strengths, gaps, opportunities, and threats. Use the findings to shape marketing messages, choose content topics, or prepare sales comparison guides.
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Design research agents that search, read, and turn web or internal sources into clear reports. The playbook defines source freshness, citations, search limits, and a consistent format that separates findings from information the agent could not verify.
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Build quarterly product plans by translating company goals into product and team OKRs, meaning objectives with measurable results. Generate linked goal hierarchies, check alignment across teams, and review how responsibilities are distributed.
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Assess a product or business through SWOT: strengths, weaknesses, opportunities, and threats. Connect internal capabilities with market conditions to develop strategic recommendations, prioritize actions, identify owners, and define measures for tracking progress.
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Researches a company’s business, competitive advantages, management, and risks through a value investing framework. Cross-checks financial data and calculates valuation scenarios to produce a sourced report with price ranges, conclusions, and clearly stated uncertainties.
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Turn supplied competitor research into a product strategy report. Compare positioning, features, pricing, and user feedback, then identify opportunities and propose actions for the next 30, 90, and 180 days, while marking missing evidence.
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Work through up to five adaptive questions to clarify your product’s customers, unmet needs, category, benefits, and competitive differences. Turn the answers and supporting evidence into a positioning statement and a concise summary for stakeholder review.
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