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    Negative Keyword Hunter

    1

    Find irrelevant paid-search queries and recommend carefully scoped negative keywords with evidence.

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    Negative Keyword Hunter

    Negative Keyword Hunter

    Example session with this skill installed

    Audit these mock search terms for a premium office chair campaign: “chair repair”, “free chair plans”, “ergonomic office chair”, “chair for sale”, “office chair back pain cure”. Recommend negatives carefully.

    • Read your context and instructions
    • Compiled the negative keyword hunter

    Negative Keyword Hunter: practical plan

    Search-term review

    QueryIntent signalRecommendationReason / caution
    chair repairRepair service or partsConsider exact/phrase negativeLikely mismatched if campaign sells new chairs; verify product line
    free chair plansDIY informationConsider phrase negativeWeak purchase intent, unless free guides are part of strategy
    ergonomic office chairProduct research/purchaseKeep and evaluateCore relevant intent; monitor economics
    chair for saleBroad purchase intentKeep initiallyCould be relevant despite generic wording
    office chair back pain cureMedical outcome claimDo not promise a cure; review query and ad languageMay be relevant comfort research but claims need care

    Decision method

    Classify actual terms by relevance, intent, conversion quality and cost. Add negatives only when the mismatch is clear or the economics justify exclusion. Use exact negatives for ambiguous phrases; prefer broader phrase negatives only when many observed queries show the same irrelevant intent.

    Validation steps

    Check campaign type, match behavior, geographic settings, product availability and conversion tracking. Review search-term volume and potential blocking of useful variants before applying changes.

    Monitoring

    After changes, inspect impression share, qualified clicks, orders and spend for at least one comparable period. Keep a dated change log and rollback path. Avoid broad negative lists copied from another account; they can block valuable demand. Escalate medical claims for policy review and revise creative to describe verified product attributes only.

    Measurement and review

    Record the baseline, source, date range, denominator and owner. Use one primary measure plus quality guardrails; compare like-for-like cohorts and disclose missing data. Treat estimates as scenarios, not observed outcomes.

    Risks and controls

    Check relevance, consent, disclosure, workload and downside before scaling. Keep an evidence trail, obtain human review for material commitments, and pause if trust, quality or compliance signals deteriorate.

    Next steps

    1. Confirm the goal, audience and available capacity.
    2. Gather the minimum evidence for a first test.
    3. Assign an owner, budget and review date.
    4. Run a small pilot, record outcomes and decide whether to iterate, expand or stop.

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

    About this skill

    Create a practical, evidence-led Negative Keyword Hunter workflow. Find irrelevant paid-search queries and recommend carefully scoped negative keywords with evidence. Distinguish observations from assumptions, request missing inputs, give actionable recommendations with owners and measurable outcomes, and flag uncertainty. Avoid fabricated metrics, unsupported guarantees, deceptive tactics and unnecessary personal data.

    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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