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AI-Powered Automated Outreach · AI reply handling

AI reply handling not working? Troubleshooting guide

Short answer

When AI reply handling fails, check in this order: the DNS or platform configuration is published and resolves; the sending system is actually using it; the domain in headers aligns with what you published; and the receiver's verdict in Authentication-Results or bounce messages.

Symptoms#

  • Messages landing in spam despite previously good placement
  • Bounces mentioning policy, authentication, or reputation
  • Provider dashboards showing a drop in reputation or authentication pass rate

Diagnosis steps#

  1. Confirm the configuration is live: query DNS from an external resolver and check the sending platform's settings page.
  2. Send to a seed mailbox and read the full headers, especially Authentication-Results.
  3. Compare the domains in From, Return-Path, and DKIM d= for alignment.
  4. Check provider dashboards (Google Postmaster Tools, Microsoft SNDS) for reputation and error rates.
  5. Review recent changes: new vendors, DNS edits, list imports, volume spikes.

Likely causes#

  • Auto-replying to a 'please remove me' with another pitch.
  • Missing opt-outs phrased informally ('not interested, thanks').

Fix and re-verify#

  1. Define reply categories and the action for each (book meeting, pause 60 days, remove, forward).
  2. Route replies through a classifier before any automated response.
  3. Draft responses for review; auto-send only low-risk categories like out-of-office acknowledgments.
  4. Log every classification for audit and model tuning.

Frequently asked questions#

Can AI reply to prospects automatically?

Technically yes. Practically, keep a human approving anything that commits your company to a meeting or claim.

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