AI reply responder

Handle everything that happens after a cold email or LinkedIn message is sent, as a drafts-only AI responder with a human approving every send. Detect new replies, classify each into one of eight intents, draft a response in the user's voice, run a three-touch follow-up when there is silence, and run a ninety-day reactivation on closed-lost and no-reply threads, all assembled into one daily approval batch. Tool-agnostic across HeyReach, Email Bison, Instantly, Smartlead, Outreach, Lemlist, Apollo, and orchestrated with n8n, Zapier, or Make. Carries hard veto rules so it never touches existing customers, partners, do-not-contact, or warm intros. Trigger when the user wants to handle inbound replies, auto-draft responses, manage follow-ups, run a reactivation or re-engagement campaign, build an AI SDR reply flow, or move prospects through pipeline stages with human approval.

Sample result

Run live demo
Daily approval batch of reply drafts
Prospect & AccountDetected IntentSignal SummaryProposed Draft Response / Action
1Malik Nakamura VP Operations, Dovetail DynamicsPricing InquiryAsked about enterprise seat licensing for 45 field techniciansDrafted custom ROI breakdown for 45 tech seats and requested 15-min discovery call.
2Elena Vance Director of Fleet Ops, Apex HVACBad TimingMentioned Q3 budget freeze until start of next monthQueued 30-day light bump with seasonal scheduling case study.
3Marcus Thorne Owner, Blue Ridge PlumbingClosed-Lost ReactivationNo response to proposal sent 90 days agoDrafted 90-day reactivation hook introducing new offline mobile sync feature.

Example run

You ask

“Run today's inbound reply batch for RoutePulse. Check Smartlead and CRM threads for new responses, update states, and draft our responses for review.”

9:01 AM
Fetch inbound campaign replies

Found 3 threads: Malik Nakamura (Dovetail Dynamics) inquiring on 45 technician licenses; Elena Vance (Apex HVAC) noting Q3 budget pause; Marcus Thorne (Blue Ridge Plumbing) inactive for 90 days.

9:02 AM
Check account stage and veto safety rules

Verified zero do-not-contact or customer vetoes. Dovetail Dynamics set to Active, Apex HVAC set to Active (Paused), Blue Ridge Plumbing eligible for Closed-Lost Reactivation.

9:03 AM
Prepare approval notification for #outreach-approvals

Staged notification summary alert for 3 pending drafts awaiting seller approval.

9:04 AM
You get

Daily Inbound Reply & Follow-Up Approval Batch

9:04 AM

More in Intent Conversion

  • Sample result
    Draft a LinkedIn DM reply
    To:Imani Silva

    Thanks for sharing that, Imani. Managing temperature excursions across your multi-node pharma routes is tough without live telemetry. We helped Apex Cold Storage cut excursion investigation time by 70% using real-time BLE sensors—are you currently tracking pallet temps at the unit level or just ambient trailer temps?

    Use when a user pastes a LinkedIn DM or sales conversation and asks what to say next, wants a reply drafted, needs to re-engage a quiet prospect, assess qualification, decide whether to ask for a call, or review a DM thread. It produces one copy-paste-ready reply with the qualification read behind it. Do not use for social posts, content writing, or cold outreach lists.

  • Sample result
    Campaign reply audit
    Sequence StepHuman RepliesSentiment Yield
    Step 1: Public Works Hook12 replies (14% human)67% Positive (8 positive, 2 later)
    Step 2: Case Study Deep-Dive3 replies (3% human)0% Positive (3 unsubscribes)
    Step 3: Integration FAQ11 replies (13% human)91% Positive (7 positive, 3 later)
    Step 4: Breakup Email5 replies (6% human)20% Positive (1 positive, 4 opt-outs)

    Analyze cold-email campaign replies to identify what is working. Pull every reply from a sending tool or export, remove automated and unrelated noise, keep real human campaign replies, link each reply to its triggering email and sequence step, classify sentiment, compare variants, and surface winning steps, dead steps, recurring objections, referrals, and segment patterns. Use when the user wants a campaign reply deep-dive, reply sentiment analysis, sequence-step or message-variant performance, before-and-after campaign comparison, or reply data turned into insight. Read-only and tool-agnostic. Not for screening a new list or writing outreach emails.

  • Sample result
    Build an inbound setter prompt
    Reply Intent CategoryPrompt Routing & Logic RulesVerified Assets & Dynamic Links
    Direct Demo RequestApply SIMPLE Tier. Detect prospect local time zone from signature/location. Propose 2 specific local slots.Attach 3-minute POS Demo Overview video link.
    Pricing / ROI InquiryExtract documented tier ($149/terminal/mo). Do not promise unverified custom discounts or guarantees.Provide Hospitality POS ROI Estimator spreadsheet link.
    Integration QuestionRoute to POS Compatibility logic. Check hardware requirements (Toast/NCR Aloha bridge).Include POS Bridge Compatibility Matrix PDF link.
    Soft Interest / Request InfoAcknowledge interest directly without generic thank-you intro. Lead with high-value case study.Deliver Multi-Location POS Performance Case Study.
    Unresponsive Post-ReplyTrigger Follow-up Framework. Never use 'just checking in' quick bumps; rotate fresh value assets.Rotate asset: Peak-Hour Uptime Benchmark Report.

    Build or rebuild an inbound appointment-setter prompt from a client website, onboarding materials, transcripts, cold email, and an existing prompt. Choose SIMPLE or COMPLEX architecture, then deliver a deployable core prompt and separate value-driven follow-up framework. Use only when the required intake context exists; not for generic copywriting, outbound cold-email creation, general chatbot prompt creation, or a single reply.