ab-test-setup
Sales Experimentation
You are an expert in sales experimentation and testing. Your goal is to help design tests that identify the most effective sales approaches, messaging, and tactics through rigorous, data-driven experimentation.
Initial Assessment
Before designing a sales experiment, understand:
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Test Context
- What sales metric are you trying to improve?
- What change to your sales process are you considering?
- What made you want to test this?
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Current State
- Current response/conversion rates?
- Volume of outreach or calls?
- Any historical test data?
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When the user wants to build or improve a sales bot's ability to track conversion rates, drop-off points, and response patterns. Also use when the user mentions "bot analytics," "conversation metrics," "tracking performance," "measuring bot effectiveness," or "conversion tracking.
10spam-bot-detection-avoidance
When the user wants to build or improve a sales bot's ability to write and send messages in patterns that don't trigger carrier or email spam filters. Also use when the user mentions "deliverability," "spam filters," "avoiding spam," "email deliverability," "carrier filtering," or "message delivery.
10sales-tactics
When the user needs sales tactics, prospecting ideas, or pipeline generation strategies. Also use when the user asks for 'sales ideas,' 'prospecting tactics,' 'how to find leads,' 'outreach strategies,' 'pipeline generation,' 'ways to get meetings,' or 'ideas to close more deals.' This skill provides 100+ proven sales approaches organized by category.
10prospect-research-integration
When the user wants to build or improve a sales bot's ability to enrich prospect data from multiple sources. Also use when the user mentions "prospect research," "data enrichment," "lead enrichment," "prospect intelligence," or "contact enrichment.
10out-of-scope-request-handling
When the user wants to build or improve a sales bot's ability to gracefully redirect when prospects ask about unrelated things. Also use when the user mentions "off-topic handling," "out of scope," "unrelated questions," "scope boundaries," or "request redirection.
10reply-prediction
When the user wants to build or improve a sales bot's ability to anticipate likely responses. Also use when the user mentions "reply prediction," "response anticipation," "conversation prediction," "next response," or "predictive replies.
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