Ashby Job Keyword Evidence Report

Find listed jobs mentioning your chosen technologies or phrases on one public Ashby employer board. Get a JSON report with titles, locations, source links and short text excerpts. For agencies and researchers who already know the board and want a compact keyword report instead of reading every job description.

This is a literal text scan. Mentions can be requirements, comparisons or negated statements. Read the excerpt and original posting before drawing conclusions about hiring or technology use.

Run a scan

Enter the exact board name from https://jobs.ashbyhq.com/Ashby and 1–10 phrases. Preserve capitalization; the board name may differ from the employer's name. URLs themselves are not accepted.

{"boardName":"Ashby","keywords":["Salesforce","Snowflake"]}

One request reads Ashby's public Job Postings API. Only postings with isListed: true are scanned; direct-link-only postings are excluded. The Actor does not log in, discover employers, submit applications or use a browser/proxy.

Matching is case-insensitive literal text with word boundaries: Java does not match JavaScript. Phrases match normalized whitespace; punctuation must match. Only exact duplicate keywords are removed after whitespace normalization. Case variants remain distinct inputs and may produce separate evidence entries. Unicode spellings such as Straße and STRASSE are not interchangeable matches. Any keyword can qualify a job. Each keyword gets at most one excerpt per job, preferring its first title match, otherwise its first plain-description match. No stemming, synonyms, semantic classification or cross-run history is provided.

Output and price

One completed board report costs USD0.01, including zero matches or a board without listed jobs. One report is one custom board-report event; no start or per-job event. Input/source errors, unsupported response fields, exceeded limits or insufficient event budget create no report and no custom event. Apify storage or export charges after the run can be separate under your platform plan.

The default Dataset contains one nested JSON report. Use JSON for complete matches and evidence arrays; this is not a flat spreadsheet export. SUMMARY records completion, counts or the failure reason.

Synthetic one-job example (actual reports also include source URL and UTC time):

{
  "boardName": "example-company",
  "jobsReceived": 1,
  "unlistedJobsExcluded": 0,
  "jobsScanned": 1,
  "matchingJobs": 1,
  "keywords": ["Salesforce"],
  "scanComplete": true,
  "matches": [{
    "title": "Business Systems Engineer",
    "location": "Remote",
    "jobUrl": "https://jobs.ashbyhq.com/example-company/123",
    "evidence": [{"keyword":"Salesforce","field":"description","snippet":"Maintain our Salesforce integrations."}]
  }]
}

scanComplete means every listed posting in the entire returned API response was examined. Ashby supplies a single whole-board array; this does not independently reconcile the employer's listings or guarantee that every open role is published. jobsReceived includes excluded unlisted entries, so it can exceed jobsScanned. No unlisted job text, link or identifier is returned.

Limits

• One board, 1–10 keywords of up to 60 characters each per run.
• At most 2,000 received postings, 20 MB decoded HTTP response and 500 matches.
• At most 8 MB serialized JSON per report; larger output fails before storage.
• 45-second source timeout; redirects are not followed; no automatic retry.
• Oversized, failed or malformed responses fail without a partial report.
• Job data can be stale or incomplete. A mention is not proof of installed software, buying intent, a budget or an active hiring process.
• Ashby listed postings only; no dedicated salary/contact extraction or application data. Excerpts reproduce public posting text and may contain salary or contact details. Do not submit secrets or private content as keywords.

Repeated runs scan the current board again. Scheduling/integrations are Apify features; this Actor itself sends no messages or maintains snapshots.

Source contract: Ashby Job Postings API.