A candidate gets a thoughtful first email, then a follow-up after they have already spoken to another recruiter. The copy may be good. The workflow is still wrong. Recruiting outreach needs a clear owner, a reason to contact the person and a reliable way to stop. Adding AI before those controls exist only creates more messages to inspect.
Lever Nurture provides scheduled email campaigns for passive candidates. This guide covers how to place AI drafting around that workflow without treating generated copy as permission to send. The operating checks below are recommendations. Confirm feature access and behavior in your own Lever environment before you launch.
Start with Lever Nurture eligibility
Lever lists specific entry conditions. The candidate needs an email address on their profile and an opportunity in the Lead section of the pipeline. They must have no other active opportunities in stages outside New Lead and must not already belong to another active Nurture campaign. Check all of these before preparing a batch.
Eligibility in the product is only the first gate. Add a separate review of contact preferences, previous conversations and recruiter ownership. A person who passes a software check may still be the wrong person to contact. If another recruiter is already talking to them, route the record to that recruiter instead of drafting a competing introduction.
Give the AI a small evidence packet
Prepare a short input with the approved role brief, relevant candidate evidence, the evidence date and any contact restrictions. Include only the information needed to explain a genuine fit. Mark uncertain employment details as uncertain. Do not let the model turn an old title into a claim about what the person does now.
Ask for a plain explanation of the connection between the role and the evidence. The output should separate supported facts from proposed wording. If the evidence cannot support a specific opening line, use a straightforward role introduction or hold the record for research. Invented familiarity is a poor substitute for missing information.
Separate campaign controls from writing controls
| Control | What to review | Who owns the decision |
|---|---|---|
| Eligibility | Pipeline state and existing campaign participation | Recruiting operations |
| Contact permission | Preferences, restrictions and previous conversation | Assigned recruiter |
| Personalization | Source evidence and every generated claim | Recruiter reviewing the draft |
| Delivery | Sender, timing and complete touchpoint sequence | Campaign owner |
| Exceptions | Replies, manual stops and channel conflicts | Named inbox owner |
Use this division even when one person holds several roles. It makes the review visible and gives the team a clear place to investigate a mistake. A copy approval should not silently approve a sender change or a different recipient list.
Review the complete Lever campaign before starting
Lever offers campaign entry points on the candidate profile, opportunity list and bulk action toolbar. Bulk campaign enrollment requires the Advanced Nurture add-on. Check your account before designing a batch process around that option. Do not build a workaround that sends outside the reviewed system merely because a desired control is unavailable.
Campaign setup covers the template, touchpoint timing, sender, personalized fields and finishing action. Review the whole sequence as one conversation. Each follow-up should have a clear purpose and still make sense if the earlier message received no answer. Keep the request simple enough that a candidate can understand it without reading a long pitch.
Lever supports auto-text tokens and manually supplied personalization fields. Preview the rendered result for each recipient. Look for unresolved placeholders, the wrong company name and text copied from another candidate. Lever says campaigns cannot be edited once started. Changes require stopping the campaign for all candidates and starting again, which makes preflight review important.
Define what happens after a reply
Lever documents that Nurture campaigns automatically end when a candidate responds to a nurture email. Its campaign guidance also describes movement to the Responded stage. Automatic progression to Reached Out and Responded depends on the opportunity starting in New Lead. Test these behaviors with the sender setup your team will actually use.
Do not assume a reply through a separate channel has the same effect. A phone conversation or a message in another tool needs an explicit handoff. Tell recruiters who checks those channels, who stops the campaign and where the decision is recorded. Otherwise the candidate can be in a live conversation while the email sequence continues.
Lever provides Stop Campaign on the candidate profile's Nurture banner. Sent touchpoints appear in the candidate profile story. Use those records during review rather than relying on a separate spreadsheet that says only that the person was contacted.
Choose the no-response outcome deliberately
Lever allows finishing behavior for candidates who do not respond, including archiving or snoozing opportunities. Pick the outcome to match your team's process. Silence should not be interpreted by an AI agent as proof of interest, a rejection of the role or permission to enroll the person in a new campaign.
Keep a record of the campaign purpose and the agreed conditions for any future contact. If the role closes or the approved brief changes, review the remaining campaign instead of letting old messages continue on schedule. Assign that review to a named person.
Test the workflow before expanding it
- Use controlled test profiles and inboxes, not an unreviewed candidate list.
- Confirm the rendered first message and later touchpoints match the approved copy.
- Reply to a test nurture email and check that the campaign ends as expected.
- Exercise Stop Campaign and verify the candidate is removed.
- Test an ineligible record and confirm it does not enter the campaign.
- Have the receiving recruiter find the conversation and explain the next action.
Review useful replies and recruiter handling alongside send activity. Lever's Nurture dashboard includes reply rates, advancements to interview stages and hires. Define what a useful reply means for your team before comparing campaigns. A polite refusal and a request to schedule are different outcomes even though both are responses.
Mistakes to avoid
- Checking campaign eligibility but ignoring an existing recruiter conversation.
- Approving the opening email without reviewing later touchpoints.
- Using generated claims that nobody can trace to candidate evidence.
- Assuming all reply channels automatically stop the sequence.
- Restarting a stopped campaign without reviewing why it stopped.
How Remqa connects AI drafting to recruiter-owned outreach
Remqa builds AI agents for recruiting teams around the systems and decisions recruiters already use. A useful starting scope is an evidence-to-draft queue with explicit review, followed by tested campaign handoff and exception handling. Explore recruiting workflow support or the recruiting stack integration guide to map the handoffs before automating them.