Market Map and Signal Scan

    1

    Triangulate demand, supply, behavior, and constraint signals into a decision-ready market map and opportunity thesis.

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    Market Map and Signal Scan

    Example session with this skill installed

    Fictional training scenario; no real client data.

    Use $market-map-signal-scan to assess whether a startup should enter AI quality assurance for contact centers in the UK and Germany. Focus on credible opportunity gaps, not a generic competitor list.

    • Read your context and instructions
    • Compiled the market map

    Fictional worked illustration from the public repository, not a recorded agent run or a verified client outcome. Any additional figures, thresholds and market signals are scenario assumptions, not observed results. No generated PDF or finished deck is included.

    Sample output

    Executive answer

    Enter only around regulated mid-market contact centers that need auditable quality review across human and AI-handled interactions. The broad category is crowded, but evidence is directionally stronger for audit trails, multilingual policy testing, and integration with legacy recording systems than for another general conversation-analytics product.

    Market structure

    SegmentBuyer jobCurrent alternativesBasis of competition
    Enterprise suitesConsolidate workforce and analyticsCCaaS and workforce platformsDistribution and integration breadth
    QA specialistsIncrease review coverageManual sampling and specialist toolsWorkflow depth and coaching
    AI-agent testingValidate automated interactionsInternal scripts and emerging vendorsSimulation, traceability, speed
    Regulated mid-marketProve policy compliance affordablyManual review and consultantsTrust, auditability, deployment friction

    Signal register

    ClaimIndependent signalsConfidenceImplication
    Manual sampling is inadequateBuyer interviews plus QA job growthDirectionalCoverage is a credible pain point
    Buyers will pay for auditabilityRegulated RFP language plus compliance budgetsDirectionalLead with control evidence
    General analytics is saturatedDense vendor set plus suite bundlingProvenAvoid broad category positioning
    AI-agent testing is urgent nowVendor launches but limited buying evidenceWeakTreat as option, not base case

    Opportunity thesis

    Target 200–2,000-seat regulated contact centers with a deployment that reads existing recordings, tests policy adherence in English and German, and produces reviewer-level evidence. Validate through 12 buyer interviews, three data-access pilots, and willingness-to-pay tests before building simulation features.

    Stop criteria

    • Buyers require replacement of the recording platform.
    • Compliance teams will not accept model-generated evidence without full traceability.
    • Fewer than three of twelve buyers fund the problem from an identified budget.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Map buyers, competitors, substitutes and gatekeepers, then triangulate demand, supply, behavior and constraint signals. Turn an opportunity claim into a bounded thesis with evidence confidence and stop criteria.

    What you get

    SKILL.md, signal taxonomy, output-template and open-source-pattern references, agent metadata and MIT LICENSE.

    Primary deliverable: Market map and opportunity gap matrix.

    How to use

    Unzip the package into your compatible agent's skills folder. Ask the agent to use market-map-signal-scan and supply your decision, evidence and constraints. Review the result before acting on it.

    Open source and purchase transparency

    Version 1.1.0. The same skill is available free under the MIT license in Consulting Skills Lab. This optional $5 purchase supports the creator and provides the packaged download through Agensi; it is not exclusive content and does not include an AI-model subscription, hosted service, consulting engagement or guaranteed future support. The MIT license is included in the ZIP.

    Example and limits

    The listing demo is a fictional worked illustration, not a recorded agent benchmark or a real customer result. Read the public example.

    No live data feed, paid research subscription or automated scraping engine is included. Current research needs your agent's browser/search tools or supplied sources. Attention signals do not prove adoption, buyer budgets or an obtainable market.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    Listed11 days ago

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