how to guide
Email API for AI Agents: What Your Agent Actually Needs
I built AutoSend so an AI agent can run our whole email stack. Here is what separates an agent-ready email API from a normal one, with real examples.
Yogini Bende • 22 Jun, 2026
Akash Bhadange • 22 May, 2026 • how to guide
A spam trap is an email address used by mailbox providers and anti-spam organizations to catch senders who don't manage their lists well. You won't know you're hitting one. Delivery succeeds, but no one opens, clicks, or unsubscribes, because there's no real person there.
The problem with spam traps is that they don't just affect one campaign. Once your sending reputation takes a hit, inbox placement drops for everyone, including your most engaged users. Password resets and receipts can start getting filtered too. You can learn how email spam flters work.
Here's what you need to know to find them, fix the damage, and stop it from happening again.
Spam traps fall into three categories, and each one tells you something different about where your list hygiene broke down.
A pristine trap has never belonged to a real person. It was created specifically to catch bad senders. If you hit one, that address came from somewhere with no legitimate opt-in, such as a purchased list, scraped data, or a partner feed you didn't vet.
Hitting a pristine trap is the most serious signal. It means your acquisition process has a gap that let in data that was never yours to mail.
A recycled trap started as a real address. Someone used it, abandoned it, and eventually a provider repurposed it as a trap. You may have acquired this contact legitimately, but you kept mailing them long after they stopped engaging.
These show up when you have no sunset policy, meaning contacts who haven't opened or clicked in months or years stay active in your list forever.
A typo trap comes from a domain misspelling. gnail.com, outlok.com, things that look plausible at a glance. These usually come from manual data entry without real-time validation at the point of capture.
Less serious than pristine traps, but they still signal that your capture flow accepts garbage.
The trap type tells you where to look. Pristine means your acquisition source is bad. Recycled means your lifecycle management is bad. Typo means your form validation is bad.
You can't see a spam trap address directly. You infer it from patterns.
Watch for these signals:
When you notice these patterns, don't look at global metrics. Break your list by acquisition source and segment age. A clean website signup list should behave very differently from a trade-show CSV or a legacy CRM import. If one source is consistently cold, that's where to dig first.
A 6-month inactivity threshold is a common industry baseline for suppression. If someone hasn't engaged in 6 months, they're a liability, and you should either run a re-engagement campaign or suppress them.
When you suspect spam trap exposure, slow down before you do anything else.
Step 1: Pause sends to the suspect segment. If you recently ran a reactivation campaign, imported a new list, or expanded your targeting into older contacts, stop sending there while you investigate.
Step 2: Isolate the source. Look for the common thread. Was it a specific import? A lead-gen campaign? A partner data sync? Once you find it, quarantine that source.
Step 3: Clean aggressively. Remove contacts with no recent engagement. If deliverability is already weak, tighten your threshold rather than leaving room for negotiation. Anyone you can't trace back to a real opt-in event should be suppressed.
Step 4: Fix the workflow that caused it. If you skip this step, you'll be cleaning your list again in 6 months. Was the form missing validation? Did an import bypass consent review? Did the CRM sync lack a suppression check? Fix the root cause, not just the list.
At AutoSend, we automatically block disposable addresses and known trap domains at send time, but that's a safety net. It works best when your upstream acquisition and suppression logic is already solid.
Preventing spam traps is mostly boring infrastructure work, which is exactly why it sticks.
At the point of capture:
For ongoing list management:
The common mistake is treating list hygiene as a one-time cleanup task. It's an ongoing operational requirement. Teams that let it slip usually don't notice until inbox placement has already started sliding.
If you want to go deeper on deliverability metrics and how to read the signals before they become a problem, our email deliverability guide covers the broader picture. And if you're evaluating transactional email platforms with built-in list protections, you can compare how AutoSend handles this versus SendGrid or Resend.
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