Prospecting

Cold email metrics: what to measure now open rates don't work

Which cold email metrics still mean something: bounces, replies, positive replies, meetings and complaints. Why open rates mislead, and how to calculate each.

Short answer: Measure cold email by what people do, not by what tracking pixels report. The numbers that matter are bounce rate, reply rate, positive reply rate, meetings booked and complaint or opt-out rate. Open rates have been unreliable since Apple Mail Privacy Protection began loading email content in the background, and click tracking is distorted by security scanners.

Key points

  • Reply rate, positive reply rate and meetings booked are the metrics that track real interest.
  • Apple Mail Privacy Protection downloads remote content in the background, so emails can register as opened whether or not anyone read them.
  • Bounce rate and complaint rate tell you about list quality and deliverability before replies do.
  • Small campaigns produce noisy numbers; compare over weeks, not single sends.
  • Industry benchmarks vary so much that your own trend is a better guide.

Why open rates stopped working#

Open tracking relies on a tiny image in the email: when it loads, the email counts as opened. When Apple Mail's Protect Mail Activity is on, Mail downloads remote content in the background regardless of whether the recipient engages with the email, and routes it through relays that hide the reader's IP address. Those emails can show as opened even if nobody read them.

Other mail clients block images by default, which pushes the number the other way. Company security filters also fetch links to scan them, which inflates click counts. An open rate today mixes all of that together.

The metrics that matter#

MetricHow to calculateWhat it tells you
Bounce rateBounced ÷ sentList quality; high numbers damage your domain
Reply rateReplied ÷ deliveredWhether the email was relevant enough to answer
Positive reply rateInterested replies ÷ deliveredWhether your targeting and offer are right
Meeting rateMeetings booked ÷ deliveredWhether replies turn into real conversations
Opt-out rateOpt-outs ÷ deliveredWhether you're writing to the wrong people
Spam complaint rateComplaints ÷ delivered (Postmaster Tools for Gmail)Deliverability risk; Gmail and Yahoo expect below 0.3%

Count per first email, not per message, so follow-ups don't double the denominator.

Read the numbers in order#

  1. Bounces first: if more than a few per hundred bounce, fix the list before anything else.
  2. Then complaints and opt-outs: rising numbers mean targeting or frequency is wrong.
  3. Then reply rate: low replies with clean delivery usually mean the observation or the offer isn't specific enough.
  4. Then positive replies and meetings: many replies but few meetings means the ask or the follow-up needs work.

About benchmarks#

Published cold email benchmarks come from different tools, sectors, list sources and definitions, often counting opens. They can't tell you whether 3% or 10% replies is good for a dental-software company writing to clinics in one city. Track your own numbers per campaign and per observation type, and compare against last month.

Getting a fair reading from small numbers#

If you send 200 first emails a month, two extra replies move your reply rate by a whole percentage point. Change one thing at a time, keep it running for several weeks and look at the trend, not a single day.

  • Count every reply, including “not now” and “no”
  • Tag replies as positive, later, not interested or opt-out
  • Record which observation type and subject line each email used
  • Compare campaigns over the same number of weeks

FAQ

Are email open rates still accurate?

No. Apple Mail Privacy Protection can register emails as opened without anyone reading them, and image blocking hides real opens. Use replies and meetings instead.

What is a good reply rate for cold email?

It varies too much by sector, list source and offer for a single number to be useful. Track your own reply rate per campaign and aim to improve it month by month.

How do I calculate reply rate?

Divide the number of prospects who replied by the number of first emails delivered, leaving out bounces. Count each prospect once, however many follow-ups they received.

What bounce rate is too high for cold email?

More than two or three bounces per hundred emails means the list needs cleaning before you send more.

Should I track clicks in cold emails?

Usually not. Tracked links can hurt deliverability, and security scanners click links automatically, so click counts are unreliable.

Sources

  1. Mail Privacy Protection & Privacy · Apple
  2. Use Mail Privacy Protection on iPhone · Apple Support
  3. Email sender guidelines · Google
  4. Set up Postmaster Tools · Google

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