AiSDR is an AI sales development platform that writes and runs personalized email sequences for outbound prospecting and inbound lead follow-up, drawing on signals like LinkedIn activity for personalization. Its motion is email-first: the agent works a list and a reply chain.
Email-first follow-up still concedes the moment: the lead fills the form, leaves your site, and meets your agent hours later in a crowded inbox. Expertise engages one step earlier — the visitor is identified and in a qualified conversation before the form is even necessary, and the meeting is booked in the same session. The verified decay curve says that step is worth more than any subject line.
| AiSDR | Expertise | |
|---|---|---|
| Where the agent lives | The inbox (sequences + replies) | Your website (live conversations) |
| Inbound response time | Sequence-triggered email | Seconds, in-session |
| Personalization input | Social/CRM signals | What the visitor is doing right now |
| Deliverability exposure | Inherent to the channel | None on-site |
| Meeting booking | Link in an email | In-conversation, same session |
Outbound AI carries a measurable quality tax: on 100,000 paired cold emails, AI-written sequences were spam-flagged at 8% vs 3% for human-written, replied at 4.1% vs 5.2%, and booked meetings at 0.7% vs 1.1% (Digital Applied, 2026). Meanwhile the highest-intent audience most teams own — their own website traffic — goes largely unworked: under 1% of first contact attempts happen within 5 minutes, the window where qualification odds are 21x higher (XANT 2021; Oldroyd/InsideSales 2007). Working owned intent first isn't a philosophy, it's arithmetic. Every figure is traced to its original study here.
88% of AI SDR pilots stall before production, while teams that persist see output rise 363% by month six (AiSDR 2026 industry report). The difference is operational. Warning signs, each mapped to a verified failure pattern:
Expertise is inbound-first: it identifies your website visitors, opens qualified conversations while intent is live, books the meeting, and routes context to follow-up playbooks. It complements outbound rather than competing on cold-list volume — the 70/30 AI-to-human split from production field data applies to the whole motion, not just cold email.
Yes, and that's the common pattern: outbound generates the visit, Expertise converts it. An outbound sequence that lands a prospect on your site hands off to an agent that can answer questions and book the meeting in the moment — instead of hoping the prospect replies to email number four.
On cost per HELD meeting, not per booking — show rates differ (40–60% AI-booked vs 70–85% human-booked). Run your own numbers in our cost calculator, which models ramp, show rates, and break-even with verified benchmark defaults.

Expertise identifies your visitors, runs qualified conversations, and puts meetings on the calendar while intent is live.