You sent 500 cold emails last week. You got a 6.2% reply rate. Is that good?
Without context, you genuinely don't know. A 6% reply rate in agency outreach targeting marketing directors is strong. The same number in a SaaS sequence targeting VP-level buyers is a sign something is broken — your ICP, your copy, your deliverability, or all three.
Benchmarks without industry context are noise. This post cuts through that. Below are open rates, reply rates, and meeting-booked rates across six major B2B verticals, drawn from aggregate send data across our platform in 2025–2026. We'll also break down what separates the top 10% of senders from the median — and which levers your cold email automation stack can pull to move you toward the top.
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Before the industry breakdown, here are the all-vertical averages we see across the platform:
| Metric | Bottom Quartile | Median | Top Quartile | |---|---|---|---| | Open rate | < 28% | 38–45% | > 58% | | Reply rate | < 2% | 5–8% | > 12% | | Positive reply rate | < 0.8% | 2–3.5% | > 6% | | Meeting booked rate | < 0.3% | 0.8–1.5% | > 2.5% |
A few things stand out immediately. First, the gap between bottom and top quartile on positive reply rate is enormous — nearly 8x. Second, open rates are a poor proxy for campaign health. You can hit a 60% open rate and a 1% reply rate if your copy is generic. Focus on replies and meetings, not opens.
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SaaS teams typically run the most sophisticated outreach operations — high volume, automated sequences, dedicated SDRs or a fully automated prospecting setup. The competition for inbox attention is fierce.
| Metric | Median | Top Quartile | |---|---|---| | Open rate | 36–42% | 55–65% | | Reply rate | 4–7% | 10–15% | | Positive reply rate | 1.5–3% | 5–8% | | Meeting booked rate | 0.6–1.2% | 2–3.5% |
What top performers do: The best SaaS outreach teams we see don't spray to "VP of Engineering" lists. They target a narrow ICP — e.g., seed-stage fintech companies with 10–50 engineers using a specific stack — and write emails that demonstrate they've actually looked at the prospect's product. Specificity is the edge. One effective opener format we see repeatedly: referencing a recent product release, funding announcement, or job posting that signals pain.
Where average senders fall short: Generic value propositions ("We help SaaS companies grow revenue with our AI platform") that could be sent by 400 other vendors. If the prospect can mentally substitute your company name with a competitor's without losing meaning, rewrite the email.
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Agencies face a unique challenge: their prospects (brand marketers, CMOs, heads of growth) receive more cold outreach than almost any other persona. Standing out requires more creativity than the average B2B sequence.
| Metric | Median | Top Quartile | |---|---|---| | Open rate | 40–48% | 62–70% | | Reply rate | 5–9% | 12–18% | | Positive reply rate | 2–4% | 6–10% | | Meeting booked rate | 0.8–1.8% | 2.5–4% |
What top performers do: Agency outreach that converts tends to lead with a specific observation about the prospect's current marketing — something broken, an opportunity they're missing, a competitor doing something better. Not "we can help you with paid social" but "your Meta ads are running without video creative, which is costing you roughly 30–40% of potential ROAS at your spend level." Specific, credible, actionable.
Where average senders fall short: Sending case study attachments and capability decks upfront. Nobody reads those on a cold email. The goal of the first email is a reply, not a sale.
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Consulting outreach targets buyers who are usually mid-decision on a problem — they know they have a challenge, they just haven't scoped a solution yet. The outreach that works meets them at that stage.
| Metric | Median | Top Quartile | |---|---|---| | Open rate | 35–44% | 52–60% | | Reply rate | 4–7% | 9–13% | | Positive reply rate | 1.5–3.5% | 5–7% | | Meeting booked rate | 0.6–1.4% | 2–3% |
What top performers do: The most effective consulting outreach frames the meeting not as a sales call but as a working session with a specific deliverable — a mini-audit, a benchmark comparison, a framework review. "I can put together a 30-minute session walking you through how mid-market logistics companies are handling this specific compliance gap" converts at 2–3x the rate of "I'd love to learn about your needs."
Where average senders fall short: Writing emails that sound like press releases. Consulting firms in particular tend to describe themselves in elevated, abstracted language. Buyers want plain speech about a problem they recognize.
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Regulated industries add compliance constraints — subject line language, CAN-SPAM adherence, and deliverability hygiene all matter more when your sender domain is associated with financial products. But the upside is that buyers in this vertical have large budgets and long vendor relationships once trust is established.
| Metric | Median | Top Quartile | |---|---|---| | Open rate | 32–40% | 48–56% | | Reply rate | 3–6% | 8–12% | | Positive reply rate | 1.2–2.5% | 4–6% | | Meeting booked rate | 0.5–1.1% | 1.8–2.8% |
What top performers do: Lead with risk reduction, not growth. CFOs and compliance heads in fintech respond to "this is a category of risk you're likely carrying" far more than "this could accelerate your revenue." The best emails in this vertical also tend to be short — under 100 words. Less is more.
Cold email deliverability note: This is the vertical where domain health matters most. A bounce rate over 3% or a spam complaint rate above 0.1% will crater your sender reputation quickly. If you're doing B2B outreach in financial services, separate sending domains for prospecting is non-negotiable. Our platform automatically monitors per-domain bounce and spam metrics and flags degradation before it affects deliverability across the board.
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Recruiting outreach targets two audiences: clients (companies with hiring needs) and candidates. Client-facing outreach benchmarks are similar to B2B SaaS; this section covers client development outreach specifically.
| Metric | Median | Top Quartile | |---|---|---| | Open rate | 42–50% | 60–68% | | Reply rate | 5–10% | 14–20% | | Positive reply rate | 2–5% | 7–12% | | Meeting booked rate | 0.9–2% | 3–5% |
What top performers do: Recruiting and staffing outreach sees some of the highest reply rates of any vertical — largely because the trigger signals are so observable. A company posting 10+ engineering roles on LinkedIn is signaling pain right now. The best outreach in this vertical uses real-time job posting data as the hook and sends within 48–72 hours of the signal. Volume matters here, and this is where automated prospecting earns its keep: monitoring hundreds of companies for hiring signals and triggering sequences at exactly the right moment.
Where average senders fall short: Ignoring signal timing. An email sent three weeks after the hiring surge is already irrelevant.
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Lower baseline volumes, but also lower competition. Decision-makers at manufacturing companies receive a fraction of the cold outreach that a CMO at a SaaS company does. That cuts both ways — your email stands out, but so does a badly written one.
| Metric | Median | Top Quartile | |---|---|---| | Open rate | 38–46% | 55–63% | | Reply rate | 5–9% | 11–16% | | Positive reply rate | 2–4% | 6–9% | | Meeting booked rate | 0.8–1.7% | 2.5–4% |
What top performers do: Reference specific operational context — supply chain challenges from their region, known industry pressures (port congestion, input costs), or regulatory changes hitting their category. Buyers in this space are practical to the point of bluntness; emails that skip pleasantries and lead with operational relevance tend to outperform.
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Across every vertical, three patterns consistently appear in top-quartile senders:
1. Tight ICP definition with observable signals Top performers don't target a "persona." They target a specific set of conditions: company size range, tech stack signals, recent funding events, job postings, or growth indicators. Automated prospecting systems that can ingest and score these signals continuously are replacing the manual research that used to take SDRs hours per day.
2. Deliverability hygiene as a first-class concern High-volume senders who don't monitor deliverability eventually hit a wall. The top senders treat email deliverability as infrastructure — multiple sending domains, warm-up protocols for new mailboxes, real-time bounce monitoring, and list hygiene before every sequence launch. If you're not doing this, volume gains are temporary.
3. Sequence logic that responds to behavior A prospect who opened your email three times but didn't reply is not the same as one who never opened it. Top performers route these prospects into different branches — a lighter touch for the opener who's clearly considering, a different angle for the non-opener. Multi-touch cold email sequences with behavioral branching consistently outperform linear cadences by 40–60% on meeting rate.
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The data above reflects what's achievable across the board — but there's a meaningful performance gap between teams running manual outreach and those running structured cold email automation.
Across the platform, teams that automate the following see statistically significant lift:
- Lead enrichment before outreach (vs. sending to raw list data): +22% reply rate on average
- Dynamic personalization at the email level (specific company context, not just {{first_name}}): +35–45% positive reply rate
- Behavioral sequence branching (different follow-up based on open/click/no-engage): +40% meeting booked rate
- Continuous deliverability monitoring (auto-pause domains showing degradation): -65% reduction in spam folder placement
This is the gap that makes the SDR replacement argument real. It's not that a human SDR can't achieve these results — it's that automated cold outreach systems can do it at 20x the volume, consistently, without fatigue or variability. See our breakdown of what this actually costs versus a traditional SDR headcount.
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Don't compare yourself to the top quartile out of the gate — use the median as your diagnostic floor. If your numbers are below median in your vertical, the problem is almost certainly one of three things:
1. ICP mismatch — you're sending to the right title at the wrong companies, or the right companies at the wrong time 2. Deliverability degradation — your emails aren't landing in the inbox; check your spam placement rate before diagnosing copy 3. Copy that lacks specificity — generic value props don't move anyone; the email needs to reference something observable and specific about the prospect's situation
Once you're at or above median, the gap to the top quartile is usually copy quality and sequence logic. Those are solvable problems — they just require iteration and good outreach metrics tracking to know what's working.
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Benchmarks are only useful if your tracking infrastructure is solid. If you're not currently measuring open rate, reply rate, positive reply rate, and meeting rate by vertical and sequence — you're flying blind.
OnyxSend tracks all of this automatically, segments performance by industry and sequence, and surfaces which campaigns are above or below benchmark in real time. If your current cold email setup is producing results below what you see here, see what the platform looks like in practice.