outbound-analyst

Benchmark outbound campaign metrics against lemlist's dataset and provide verdicts with fixes.

9|3|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/l3mpire/claude-skills --skill outbound-analyst
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: outbound-analyst
Source: https://github.com/l3mpire/claude-skills/tree/main/outbound-analyst
Command: npx skills add https://github.com/l3mpire/claude-skills --skill outbound-analyst

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provide decisive, data-backed verdicts on outbound outreach metrics so users stop getting vague "it depends" answers and instead receive clear benchmarks, root causes, and 1–2 concrete fixes for underperforming campaigns.

Core Features & Use Cases

  • Reply rate benchmarking: Compare single-metric or full-campaign reply rates against 244K+ campaigns and 249M+ emails to classify performance and recommend fixes.
  • Channel and list-size adjustments: Apply different benchmarks for email-only, LinkedIn combinations, steps, and list-size tiers to produce context-aware diagnoses.
  • Diagnostic guidance: Prioritize deliverability, reply rate, accept rate, PRR, and open-rate signals; explain likely root causes and prescribe 1–2 specific, tactical fixes (e.g., warmup, copy rewrite, add LinkedIn-first touch).

Quick Start

Analyze my campaign: reply rate 1.8%, 1,200 leads, email-only, 4-step sequence and tell me the verdict, root cause, and 1-2 fixes.

Frequently Asked Questions about outbound-analyst

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

FAQPage Schema
What is a good reply rate for outbound email campaigns?

A good outbound email campaign reply rate depends on your channel, sequence steps, and list size. Benchmark your metrics against 244K+ campaigns and 249M+ emails to classify performance and determine if your reply rate needs tactical fixes.

How do I benchmark outbound campaign performance for email and LinkedIn sequences?

Benchmark outbound campaign performance by comparing your reply, open, accept, click, and deliverability metrics against lemlist's dataset. This provides context-aware diagnoses adjusted for email-only, LinkedIn, or multichannel sequences across different list-size tiers.

Why does my outbound email campaign have a low reply rate?

A low outbound email reply rate stems from deliverability issues, weak copy, or poor targeting. Diagnostic guidance prioritizes root causes across deliverability, open rates, and accept rates, prescribing 1-2 specific fixes like warmup or copy rewrites.

Can I analyze LinkedIn outreach metrics for recruiting and sales campaigns?

Yes, you can analyze LinkedIn outreach metrics for recruiting and sales campaigns. Apply different benchmarks for LinkedIn-only or multichannel sequences to produce context-aware diagnoses of accept rates and reply rates with prioritized tactical fixes.

How do I fix outbound deliverability issues affecting my open rates?

Fix outbound deliverability issues affecting open rates by diagnosing root causes across email warmup, sender reputation, and sequence structure. Receive an audit-style verdict with 1-2 concise, actionable fixes without vague hedging to restore campaign performance.

Do outbound benchmark metrics change based on list size and sequence steps?

Yes, outbound benchmark metrics change based on list size and sequence steps. Channel and list-size adjustments apply different benchmarks for email-only, LinkedIn combinations, and list-size tiers to produce accurate, context-aware campaign diagnoses.