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.