Most outbound dashboards measure motion, not money. Every SDR team can tell you how many emails went out last week. Fewer can tell you how many qualified meetings actually happened, and almost none can tell you what each one cost. The gap between those numbers is where pipeline dies quietly. Here are the outbound metrics that map to revenue, the benchmarks to hold them against, and the ones to delete from your reporting.
Reply rate is a floor, not a goal
Reply rate is total replies divided by contacts. On cold email, 1–5% is the normal band and 8%+ is strong. But reply rate counts “unsubscribe,” “wrong person,” and “stop emailing me” exactly the same as “let’s talk.” A 6% reply rate can be worse than a 3% one.
Positive reply rate is the real signal, and you should track it two ways:
- Positive replies as a share of total replies (reply quality). Healthy is 25–40%.
- Positive replies per 100 contacts (absolute yield). This is the number to optimize. Contact 1,000 people, get 60 replies, 15 of them positive, and your positive reply rate is 1.5%.
Tactic: tag every reply the same day into four buckets — positive, referral, not now, negative. If total reply rate climbs while positive stays flat, your copy is provoking reactions, not interest. The usual culprits are aggressive breakup emails and guilt-trip subject lines that spike replies with “please stop.”
Meetings booked vs meetings held
Booked is a promise. Held is the asset. The gap between them is your show rate, and 20–40% no-show is normal for cold-sourced meetings — far worse than inbound. A team booking 40 meetings a month at a 55% show rate does the same real work as a team booking 24 at 92%, while paying for 16 phantom meetings in comp and forecast.
Optimize held, not booked. The levers that move show rate:
- Book inside 5 business days. Every extra day of lead time bleeds show rate.
- Confirm on multiple channels: calendar invite, a same-day reminder, and a morning-of note with a one-line “here’s what we’ll cover” so the slot feels earned.
- Have the AE confirm personally, not just automation.
- Qualify the reason on the booking. A meeting booked off a vague “sure, send info” holds far worse than one booked off a specific, named pain.
Report show rate per rep. It instantly exposes SDRs booking soft meetings to hit a quota.
Pipeline sourced is the number your CFO trusts
Meetings held are still an activity metric until they convert. Pipeline sourced — qualified opportunities and the dollars behind them, created from outbound — is where outbound earns its budget. Track three things:
- Held-to-opportunity rate (meeting held → SQO). 40–60% is reasonable; under 30% means targeting or qualification is off.
- Outbound-sourced pipeline dollars and their share of total, with a clean attribution rule: first qualified stage, outbound channel, within a fixed window.
- Pipeline coverage: sourced pipeline against quota, aiming for 3–4x.
Watch win rate on outbound-sourced deals separately. Outbound often wins at half the rate of inbound and takes longer to close. If nobody splits them out, a healthy blended win rate will hide a leaky outbound motion for a full quarter.
Cost per meeting held — and cost per opportunity
This is the number most teams never calculate and the one that settles build-vs-buy. Use fully loaded cost — SDR comp, tooling, data, and management time — divided by meetings held, not booked.
A rough reference: a loaded in-house SDR at ~$95k all-in producing ~12 held meetings a month runs about $650 per meeting, before you count ramp and churn. Cost per opportunity is that divided by your held-to-SQO rate. At $650 per meeting and a 30% conversion, each opportunity costs roughly $2,200 to source. Decide whether your ACV and win rate support that math before you scale the motion.
Then the only comparison that matters: cost per meeting against pipeline per meeting. If an average held meeting generates $9,000 in sourced pipeline at a 25% win rate, spending $650 to create it is a strong trade. Manage the ratio, not the raw cost.
The vanity metrics to delete
- Open rate. Apple Mail Privacy Protection and image blocking inflate it, and the tracking pixel that measures it actively hurts deliverability. Optimizing for opens can cost you the inbox. Drop it entirely.
- Total emails sent, dials, and “activities.” Volume without positive-reply yield just accelerates list burn and domain reputation damage.
- LinkedIn connection acceptance rate. Feels like traction, correlates with nothing downstream.
- Click rate on cold email. Links trip spam filters and rarely matter on a three-sentence message. The reply is the conversion, not the click.
- Sequence completion and “touches per prospect.” Measures diligence, not outcomes.
The dashboard that actually runs an outbound team
Six numbers, reviewed weekly: contacts, positive replies per 100 contacts, meetings held (with show rate), held-to-SQO rate, sourced pipeline dollars, and cost per meeting held. Everything else is diagnostic — worth pulling when one of these six moves, noise the rest of the time.
If your outbound reporting still leads with sends and open rate, you are flying on instruments that lie. LEADOXO builds outbound systems measured on held meetings and sourced pipeline, with cost per meeting on the report from day one. Book a strategy call and we will pressure-test your funnel against these numbers.