AI Job Search Agent — Open-Web Job Finder (BYO AI Key)
Pricing
from $2.30 / 1,000 job results
AI agent that scans the open web for job postings beyond any single board. Returns an LLM match score with reasoning, salary, and HTTP-verified live links. $3/1,000 results. Bring your own Anthropic or Mistral key (Mistral path ~$0.01/run).
Record type
recordType
Optional
Set to 'DEMO' only on the deterministic untouched-default preview row; null on live job records.
Demo preview
isDemo
Optional
true only for the deterministic, unbilled first-run preview. Null on live job records and diagnostics.
Demo source
demoSource
Optional
Why a demo row was emitted; 'untouched-default-input' on the first-run preview and null otherwise.
Job ID
id
Optional
Stable identifier derived from a SHA1 hash of the posting URL, prefixed 'ws-', on live jobs. The marked preview uses reserved id 'demo-web-search-default'; diagnostics omit it.
Source
source
Optional
Always the literal string 'web_search' for this Actor. Present on normal job records only.
Job title
title
Optional
Job title as extracted from the posting page or search result, truncated to 200 chars. Null when the discovery agent/extraction returned no title.
Company
company
Optional
Hiring company or organisation name, truncated to 120 chars. Null when not extracted.
Location
location
Optional
Location or duty station text (may include remote hints), truncated to 120 chars. Defaults to 'Remote' when the source omitted it; null only if even that is empty.
Posting URL
url
Optional
Direct absolute https link to the job posting. Present on normal job records only.
Posted date
postedAt
Optional
Posting date normalized to ISO 'YYYY-MM-DD' where parseable (relative phrases like 'yesterday'/'3 days ago' are resolved against the run date); falls back to today's date when no date was stated, or passes through the raw unparsed string in rare cases. Present on normal job records only.
Snippet
snippet
Optional
Short 1-3 sentence description excerpt of the role, truncated to 600 chars. Null when not extracted.
Salary
salary
Optional
Salary / compensation text exactly as stated on the posting (e.g. '$120,000-$150,000 / year', '£60k', 'Competitive'), extracted by the discovery/extraction LLM. Null when the posting stated no salary or none was found -- the agent never guesses a figure.
Match score
matchScore
Optional
LLM-judged 0-100 rating of how well this posting matches your profile (keywords, titles, locations, remote policy, seniority, and your free-text userDescription). 100 = ideal match. Null when the model returned no usable score. Results are sorted best-match-first in the dataset.
Match reasoning
matchReasoning
Optional
One short sentence from the LLM explaining the matchScore -- the concrete fit/mismatch signals it weighed. Null when not produced.
Liveness verified
verified
Optional
true only when the HTTP liveness check actually confirmed the URL reachable (got back a non-dead status code) at run time; false when the check couldn't complete (timeout, connection error, 403/5xx from bot defenses) or was skipped, even though the result was still kept. Present on normal job records only.
Warning message
warning
Optional
Human-readable explanation on either the marked first-run DEMO preview or a keyless customized-input diagnostic.
Docs pointer
docs
Optional
Guidance on supplying an API key, present alongside warning on preview and diagnostic rows.
