AI Extractions

AI Extractions let you ask the same question across a set of jobs and get the answer in its own column. Define the question once, pick the answer format, and the AI reads each posting and writes the answer for you.

What the AI reads

An extraction works only from the job posting. For each job, the AI reads the structured details we've captured (title, company, location, salary, seniority, key skills, and so on) together with the full job description, then answers your criteria from that text alone.

It does not look at your resume, profile, or any of your personal data — an extraction answer describes the job, not how you fit it. If you want to know how well a posting lines up with your background, that's what Match Score is for: it compares each job against your saved resume. Extractions and Match Score are separate, complementary tools — one reads the posting, the other reads your resume.

Running extractions

Always select first, then run. From the Table view in Find jobs (or the table on the Tracker):

  • One job: right-click the row, pick Extract with AI, and choose which criteria to apply
  • A subset of jobs: tick the checkboxes on the rows you want, then click AI Extraction in the toolbar
  • Every row in the table: tick the header checkbox to select every row, then click AI Extraction in the toolbar

The AI Extraction dialog opens on the criteria picker, where you choose which saved criteria to apply (and add new ones inline). If some of the selected jobs already have an answer for the criteria you picked, a confirmation summary appears with two options: Extract N new to skip the duplicates (default), or Re-extract all to overwrite existing answers.

Each job counts once toward your plan's AI column jobs for the month, however many columns it answers. One run reads up to your plan's jobs per run (Free 3, Pro 10, Max 100); if you select more, the run takes the first ones selected. The dialog shows how many jobs you have left this month (e.g. "180 of 200 left this month").

Answers are kept per job: when a job you've already extracted shows up again in a later search, its answers are already in the cells.

Defining a criterion

Open the AI Extraction dialog from the table toolbar and click Add a new column in the picker. The new-criterion screen asks for:

  • Your request: the question, up to 100 characters (e.g. "Is this fully remote?", "What's the tech stack?")
  • Response format: how the answer should be shaped

Format options:

FormatUse when
No preferenceLet the AI pick the most natural shape
Yes/NoBoolean question
True/FalseSame as Yes/No, different label
ListComma-separated values (e.g. technologies, perks)
Short summaryA one-sentence answer
NumberNumeric answer (years, headcount, salary)
DateA specific date (deadline, start date)
Extracted textPull a verbatim quote from the posting

Saved criteria stick to your profile and become column headers in the Table view of Find jobs and on the Tracker. You can also override the format on a per-run basis without changing the saved definition.

How many criteria you can save

The number of saved criteria, and how many jobs the AI reads, are set by plan:

PlanSaved AI criteriaJobs per runJobs a month
Free233
Pro310200
Max51002,000