Systems Lab

Agent skill

email-metrics-benchmarks

Email metrics to track, 2X levers, and structure checklist for cold outreach.

slowingReaches the webInstructions only527 words

Filed under Analytics and reporting.

From Frontal-so/outbound-skills · 73 skills · 4 · pushed 2026-07-14

What it does when it runs

Email metrics to track, 2X levers, and structure checklist for cold outreach. Use when analyzing campaign performance, setting benchmarks, or optimizing email metrics.

Read from the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

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  • frontal.so
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No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files
None. Instructions only.

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git clone --depth 1 --filter=blob:none --sparse https://github.com/Frontal-so/outbound-skills.git /tmp/outbound-skills
git -C /tmp/outbound-skills sparse-checkout set "skills/email-metrics-benchmarks"
mkdir -p ~/.claude/skills/email-metrics-benchmarks
cp -R "/tmp/outbound-skills/skills/email-metrics-benchmarks/." ~/.claude/skills/email-metrics-benchmarks/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from Frontal-so/outbound-skills/blob/27cd847be5ce7e9b749b1d672cbfb29935d911db/skills/email-metrics-benchmarks/SKILL.md, which is licensed MIT (repository). 527 words, 19 headings.

Email Metrics & Benchmarks

Email Metrics to Track

2X Levers (Metrics you can realistically double)

MetricCurrent BaselineGoodGreat
Cold email reply rate0.5-1.0%2-3%5%+
Email open rate20-40%50%60%+
Email click rate2-5%5-8%10%+

Performance by Outreach Type

Outreach TypeReply Rate
Cold outreach (no signal)6-8%
Signal-based outreach18-22%
Multi-signal stacked35-40%
Website visitor follow-up25-30%
Champion job change20-25%

Email Structure Checklist

Opening (trigger) + Assumption + Social proof with numbers + Open-ended question

By Seniority

TargetMax SentencesMax Words
BTL (Managers, ICs)3-4 sentences90 words
ATL (VPs, C-Level)2-3 sentences60 words

Deliverability Benchmarks

MetricTargetWarningCritical
Bounce rate<2%2-5%>5%
Spam rate<0.1%0.1-0.3%>0.3%
Unsubscribe rate<0.5%0.5-1%>1%

Sequence Performance

Email 1

  • Highest open rate
  • Sets the tone
  • Most important to optimize

Email 2 (Day 3)

  • 40-60% of Email 1 opens
  • Different angle
  • Shorter than Email 1

Email 3 (Day 14)

  • New subject line
  • Fresh approach
  • Delegation ask effective

Email 4 (Break-up)

  • Often highest reply rate
  • Creates urgency
  • Clean exit

Optimization Priorities

If Open Rate Low (<30%)

  1. Test subject lines
  2. Check sender reputation
  3. Verify deliverability
  4. Test send times

If Reply Rate Low (<2%)

  1. Improve relevance/personalization
  2. Shorten message
  3. Strengthen CTA
  4. Add social proof
  5. Test different frameworks

If Meeting Rate Low (<20% of replies)

  1. Qualify better in message
  2. Improve CTA clarity
  3. Reduce friction to book
  4. Follow up faster

Quick Diagnostics

SymptomLikely CauseFix
Low opensSubject line or deliverabilityA/B test subjects, check spam score
Opens but no repliesMessage relevanceMore personalization, shorter copy
Replies but no meetingsWeak CTA or poor qualificationClearer ask, better targeting
High unsubscribeToo aggressive or wrong ICPReduce frequency, refine targeting

Combines with

SkillWhy
cold-email-4-sequenceUnderstand sequence metrics
sdr-outbound-rulesRules that improve metrics
list-building-tipsFix deliverability issues
buying-signals-6Improve reply rates with signals

Example prompts

My reply rate is 0.8% - diagnose and suggest fixes.
What benchmarks should I target for a signal-based campaign?
My Email 2 has lower opens than Email 1 - is that normal?

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Other skills for the same job

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