objection-mining

Extract and classify sales objections from transcripts, email replies, and CRM data into playbooks.

1|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/AlexYedi/Empire_State_Events_Pipeline_Take_3 --skill objection-mining-alexyedi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: objection-mining
Source: https://github.com/AlexYedi/Empire_State_Events_Pipeline_Take_3/tree/main/.claude/skills/transcript-intelligence/objection-mining
Command: npx skills add https://github.com/AlexYedi/Empire_State_Events_Pipeline_Take_3 --skill objection-mining-alexyedi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Sales teams treat objections as rejections instead of data, leaving recurring concerns unaddressed in outreach, discovery calls, and follow-ups. This Skill systematically mines objections from sales data and turns them into pre-handled responses and playbooks. ## Core Features & Use Cases - Six-Category Objection Taxonomy: Classify every objection as Timing, Budget, Authority, Trust, Fit, or Competition, with common forms, underlying meanings, and pre-handle strategies for each. - Multi-Source Mining: Extract objections from sales call transcripts, cold email replies, and CRM lost-reason data with structured capture templates. - AER Response Framework: Build Acknowledge-Explore-Redirect responses for each objection and pre-handle them in cold email sequences before prospects raise them. - Use Case: After analyzing 50 discovery call transcripts, catalog the top five objections by frequency, build AER responses for each, and rewrite sequence steps 2-3 to pre-handle the most common pushback. ## Quick Start Analyze these sales call transcripts and build an objection playbook classifying each objection by category with AER responses.

Frequently Asked Questions about objection-mining

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract objections from sales call transcripts?

Capture each objection's exact wording, category (Timing, Budget, Authority, Trust, Fit, or Competition), when it appeared in the call, how the rep responded, the outcome, and a 1-5 effectiveness rating. Aggregate across transcripts to find recurring patterns.

What are the main categories of B2B sales objections?

B2B objections fall into six categories: Timing (not now), Budget (too expensive), Authority (need approval), Trust (prove it works), Fit (doesn't apply to us), and Competition (evaluating alternatives). Each category has distinct underlying meanings and pre-handle strategies.

How do I pre-handle objections in cold email sequences?

Address common objections before prospects raise them by weaving proof points into your copy. Use step 2 to send a case study answering 'does this work', step 3 to show the gap in their current solution, and step 4 to create urgency or offer a low-commitment next step.

What is the AER framework for handling objections?

AER stands for Acknowledge, Explore, Redirect. First acknowledge the concern as valid, then ask a question to understand the real issue behind it, then redirect with a new perspective or information that addresses the underlying concern.

When should an objection playbook be updated?

Review and update objection playbooks quarterly because objection patterns shift over time. Investigate immediately when a new objection appears, since it may signal a market shift, a new competitor, or a product gap.