1.Receives applicant payload
Integrate Webhooks by Zapier to map webhook fields and candidate identifiers into screening-ready inputs.
Add AI CV fit notes and tags to candidates
Automatically monitor new applicant webhooks across Webhooks by Zapier and related ATS lookups. Get fit-score notes and score-based tags when applicant payloads arrive, job posting context loads, or resumes parseβso you can speed up triage, reduce manual screening, and keep candidate context consistent without manual paperwork.
How this automation adds fit insights to candidate records
When a new applicant webhook arrives but notes and tags are missing, triage slows and key context gets overlooked. This automation pulls job and resume context, generates an AI fit score, and posts a structured note and score tagsβso your team can screen faster.
Webhooks by Zapieror swap with your favorite app
2.Fetches job posting and applicant context
Integrate Webhooks by Zapier and ATS API connections to retrieve posting text and candidate context for the prompt.
3.Retrieves resume content
Integrate Webhooks by Zapier and resume parsing tools to fetch resume text from the resume reference.
4.Assembles screening prompt
Integrate Code by Zapier and prompt templating tools to combine the job description and candidate CV into one AI prompt.
Code by Zapieror swap with your favorite app
5.Generates fit score and note
Integrate AI by Zapier and structured output parsing to produce a fit score summary and justification, then write them to the applicant record.
AI by Zapieror swap with your favorite app
6.Posts note and adds score tag
Integrate Webhooks by Zapier and ATS record updates to post the AI note and add a score based tag.
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Step 1
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Step 2
Define the trigger
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Step 3
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Let your workflow handle follow-ups, updates, notifications, and reporting so your team can track progress and act faster.
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