Indeed Hiring Intelligence
Pricing
from $1.20 / 1,000 job extracteds
Converts Indeed job listings into hiring signals, company growth intelligence, and outbound triggers. Detects engineering-expansion, executive-hiring, and geo-expansion before the market notices. Country-verified, salary-parsed, PPE-billed per decision: not per scraped row.
Record Type
recordType
Optional
Discriminator: 'job', 'company', 'signal', 'playbook', or 'error'. Filter on this to separate the entity types in SQL/Sheets/automation.
Failure Type
failureType
Optional
Present only on error records. One of 'invalid-input', 'blocked', 'timeout', 'js-required', 'parse-error', 'no-data'. Lets downstream consumers distinguish 'no data exists' from 'actor broke'.
Error Message
message
Optional
Human-readable error message (error records only).
Timestamp
timestamp
Optional
ISO timestamp of an error event (error records only).
Position
positionName
Optional
Job title as listed on Indeed (job records only).
Company
company
Optional
Company name (present on job, company, and signal records).
Company Logo URL
companyLogo
Optional
Company logo URL when Indeed exposes it.
Location
location
Optional
Job location string as shown on Indeed (job records only).
Country
country
Optional
Inferred ISO country code from the location string (job records only).
Country Verified
countryVerified
Optional
True when the parsed country matches the input country filter. Records with countryVerified=false are dropped before push and counted in countryFilterDropped on the run summary. This is the integrity guarantee the king-actor lacks.
Salary
salary
Optional
Parsed salary: { min, max, type ('yearly' | 'monthly' | 'weekly' | 'daily' | 'hourly' | 'unknown'), currency, parseConfidence (0-1) }. Unparseable strings are returned as type='unknown' with parseConfidence=0.
Job Type
jobType
Optional
Employment type tags extracted from Indeed (e.g. ['fulltime'], ['contract']). Empty array when not exposed.
Posted At
postedAt
Optional
Absolute ISO date computed from Indeed's relative date string using the run's scrapedAt as reference.
Posted Relative
postedRelative
Optional
The original relative date string from Indeed ('Today', '3 days ago', '30+ days ago').
Scraped At
scrapedAt
Optional
ISO timestamp the job was scraped.
First Seen At
firstSeenAt
Optional
ISO timestamp this Indeed job (by jk= id) was first observed in any run. Persisted in KV store across runs.
Days Open
daysOpen
Optional
Days the job has been open according to KV-store first-seen tracking. Null on the first run a job appears in.
Repost Detected
repostDetected
Optional
True when this job has been continuously observed for more than 30 days. Recruiter-pain signal.
Description
description
Optional
Plain-text job description (truncated to a sensible cap).
Description HTML
descriptionHTML
Optional
Raw HTML of the job description block when extracted.
URL
url
Optional
Canonical Indeed URL (with jk= parameter).
External Apply Link
externalApplyLink
Optional
External application URL when present.
Company Rating
companyRating
Optional
Indeed star rating shown on the listing.
Company Review Count
companyReviewCount
Optional
Indeed review count shown on the listing.
Job ID
jobId
Optional
Indeed jk= parameter — stable identifier for cross-run deduplication.
TrustLayer
trustLayer
Optional
Extraction trust block: { extractionConfidence (0-1), verification: { locationMatched, salaryParsed, descriptionComplete, countryAxisMatched } }. Counters the incumbent's 'results may fluctuate without our knowing' admission.
Open Roles In Run
openRolesInRun
Optional
Company records: number of distinct active jobs observed for this company in this run.
Role Mix
roleMix
Optional
Company records: counts by functional bucket ({ engineering, sales, product, design, ops, finance, legal, other }).
Geographic Concentration
geographicConcentration
Optional
Company records: { city: count } map of where the company is hiring.
Salary Band
salaryBand
Optional
Company records: { median, p25, p75, currency, sampleSize } across the company's roles in the run.
Hiring Momentum
hiringMomentum
Optional
Company records: { tier, score (0-100), scoreVelocity, signals[] }. scoreAcceleration is a round-2 field — not present in MVP.
Lifecycle Stage
lifecycleStage
Optional
Inferred company stage based on hiring shape: 'early', 'scaling', 'mature', 'restructuring'.
Hiring Profile
hiringProfile
Optional
Company records: { primaryFunctions, seniorityBias, geoStrategy, salaryPositioning, growthPattern }.
Recommended Action
recommendedAction
Optional
Company records: opinionated outbound recommendation { priority (P1-P4), reason, idealBuyerPersona, recommendedChannel, outreachWindowDays }.
Signal Type
signalType
Optional
Signal records: one of 'engineering-expansion', 'executive-hiring', 'sales-expansion', 'geo-expansion', 'compliance-buildout'.
Severity
severity
Optional
Signal severity bucket: 'low', 'medium', 'high'.
Confidence
confidence
Optional
Signal confidence 0-1. Signals below 0.6 are suppressed entirely (and never billed).
Detected At
detectedAt
Optional
ISO timestamp the signal was first detected in any run.
Evidence
evidence
Optional
Plain-English bullet list of why the signal fired (e.g. '8 backend roles opened in 14 days').
Signal Freshness
signalFreshness
Optional
Decay bucket: 'fresh' (0-7d), 'recent' (8-21d), 'aging' (22-60d), 'stale' (60d+).
Days Since Detected
daysSinceDetected
Optional
Days since the signal was first detected for this company.
Signal Decay Score
signalDecayScore
Optional
0-1 linear decay over the signal type's actionability window. 0 = fresh; 1 = aged out. Decay-aged signals are not billed.
Actionability Window (days)
actionabilityWindowDays
Optional
Per-signal-type window during which the signal is actionable.
Why This Matters
whyThisMatters
Optional
Templated operational guidance per signal type. Written in code, not LLM-generated.
Playbook ID
playbookId
Optional
Reference to the playbook record that pairs with this signal.
Applies To Signal Types
appliesToSignalTypes
Optional
Playbook records: signal types this playbook handles.
Campaign Type
campaignType
Optional
Playbook records: high-level campaign classification.
Recommended Persona
recommendedPersona
Optional
Playbook records: primary buyer persona to target.
Fallback Personas
fallbackPersonas
Optional
Playbook records: secondary personas if the primary is unreachable.
Recommended Channel
recommendedChannel
Optional
Playbook records: primary outbound channel (linkedin / email / phone).
Fallback Channels
fallbackChannels
Optional
Playbook records: secondary outbound channels.
Recommended Timing
recommendedTiming
Optional
Playbook records: when to act (e.g. 'within 7 days').
Pitch Angle
pitchAngle
Optional
Playbook records: positioning angle for the outbound message.
Disqualifiers
disqualifiers
Optional
Playbook records: reasons to skip a target even when the signal fires.
Example Opener
exampleOpener
Optional
Playbook records: sample first sentence for outbound (template, not auto-personalised).
Playbook Version
playbookVersion
Optional
Playbook records: version identifier (semver string).
