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Overview

Autopilot turns your job hunt into a background process. You define a search once - keywords, location, filters, the kind of jobs you actually want - and an Autopilot agent runs it for you every day. Each new posting is scored against your profile, and you choose what happens next: a notification, or a fully tailored resume waiting in your tracker.
Autopilot is a Plus feature. Free users can preview the editor but cannot launch an agent. Auto-prepare as an action additionally requires a complete base resume - the app tells you what’s missing if not.

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Where to find it

Autopilot lives next to the Search tab on the Jobs page. The page has two tabs:
  • Search - one-off job searches
  • Autopilot - your running agents and their match feed
You can also go directly to /autopilot.

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Key Features

Up to 3 agents

Run up to 3 Autopilot agents in parallel - one per role type, region, or industry.

Daily match scoring

Every match has a 0-100 score combining how well the job fits your filters and how similar it is to your profile.

Notify or auto-prepare

Choose to be notified for review, or have Mokaru duplicate and tailor your base resume automatically.

Review feed + insights

See matches per agent or aggregated, with a 30-day trend chart for matches and near-misses.

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Creating an Autopilot Agent

The Autopilot editor walks you through 4 steps. You can move between steps freely - nothing is saved until you click Launch.
1

Search

Define the query (e.g. “Product Manager”), location, work arrangement (remote / hybrid / onsite), and employment type. A preview panel shows the kind of jobs your search would surface today.
2

Filters

Add include/exclude keywords, include/exclude companies, country, salary minimum, posting recency, and benefits. Use these to cut out roles you don’t want before scoring even runs.
3

Preferences

Like or dislike example jobs to teach the agent what “good” looks like for you. These preferences feed into the similarity score on every future match.
4

Launch

Set the match threshold and similarity threshold (default 50 each). Give the agent a name and a max applications per day cap (1-10). Pick the action:
  • Notify - new matches appear in your review feed with a notification.
  • Auto-prepare - Mokaru duplicates your base resume and tailors it to each new match automatically. Requires a complete base resume.
Matches below either threshold show up as “near misses” instead of full matches.
Start with Notify for the first day or two to confirm the agent is finding the right jobs. Switch to Auto-prepare once you trust its picks.

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Scoring and Thresholds

Each match has two scores:
ScoreWhat it measures
Match scoreHow well the job matches your filters, keywords, and preferences (0-100)
Similarity scoreHow similar the job description is to your profile and past liked jobs (0-100)
A job becomes a full match when both scores meet their thresholds. Otherwise it lands in Near misses, which you can still browse - useful for tuning thresholds or spotting borderline-good jobs.

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Match Feed

The match feed shows new jobs per agent, or aggregated across all your agents. Each row shows the job title, company, location, score, and posting date. From the feed you can:
  • Save to tracker - adds the job as an application (with the same Auto-prepare option as elsewhere).
  • Skip - removes it from the queue without saving.
  • Rate - mark a match as helpful or not, refining future scoring.
Even after a job listing is hard-deleted from our database (90 days after posting), the row in your match feed keeps rendering with its snapshot - so you never lose past matches.

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Insights

The insights panel sits next to the agent list and shows three metrics at a glance plus a chart:
  • Matches - 30-day total of jobs that crossed both thresholds
  • Near misses - jobs that hit one but not both thresholds
  • Daily trend - matched vs near-miss volume per day for the last 30 days
Use insights to tune your agent. Lots of near-misses but few matches usually means thresholds are too tight, or filters are too narrow.

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Managing Agents

From the Autopilot page you can:
  • Pause - stop scoring without losing history. Resume later.
  • Edit - reopen the 5-step editor and adjust anything except the originating CV link.
  • Delete - remove the agent and clear its match queue.
Each agent card shows its name, query, status, total matches, and the linked resume.

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Notifications

When an agent is set to Notify, you get an in-app notification each time the daily run produces new matches. If you’ve connected your email, the daily digest of new matches lands in your inbox too.

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Limits and Gating

ResourceFreePlus
Active Autopilot agents-Up to 3
Auto-prepare action-Included (requires complete base resume)
Match scoring-Unlimited
Autopilot output feeds straight into your Tracker (as applications) and your Resume Builder (when Auto-prepare is on). The same scoring logic powers manual saves from Jobs and the Browser Extension.