{"jtbd":"agentic-outbound-growth","recommendedProviderId":"people-data-labs","fallbackProviderId":"inngest","pricingVerifiedAsOf":"2026-10-28","scoreVerifiedAsOf":"2026-10-28","liveHealth":{"status":"unknown","checkedAt":"2026-10-28T15:04:28.744Z","statusPageUrl":"https://www.peopledatalabs.com","latencyMs":null,"indicator":"not_in_public_statuspage_cohort","description":"No dedicated public Statuspage endpoint registered; see provider website."},"activeModelOrSku":"pdl-person-enrichment","skipTopPick":false,"skipReason":null,"disqualificationReasons":[],"matchedConstraints":[],"unsupportedConstraints":[],"scoreMargin":0.08,"isNearTie":true,"pickConfidenceBand":"near_tie_co_pick","nearTie":{"isNearTie":true,"scoreMargin":0.08,"threshold":0.35,"pickConfidenceBand":"near_tie_co_pick","coPickProviderId":"inngest","coPickProviderName":"Inngest","coPickScore":8.13,"decidingFactor":"capabilityFit (8.6 vs 8.2)","methodologyWarning":"Top pick (8.21) and #2 runner-up (8.13) are separated by 0.08 points (<= 0.35 weight-sensitivity band). Treat them as co-picks and use the workload tie-breaker rule below rather than the raw composite decimal.","tieBreakerRule":"Need high-deliverability programmatic email dispatch with webhook bounce/reply tracking — Resend; durable step-function orchestration with rate-limit/backoff control — Inngest; all-in-one sales sequencing CRM — Apollo; semantic web signal discovery — Exa."},"whenNotTopPick":"Need high-deliverability programmatic email dispatch with webhook bounce/reply tracking — Resend; durable step-function orchestration with rate-limit/backoff control — Inngest; all-in-one sales sequencing CRM — Apollo; semantic web signal discovery — Exa.","whenNotTopPickRules":[{"ifConstraint":"escape_hatch_clause_1","recommendedProviderId":"inngest","activeModelOrSku":"inngest-pro","reason":"Need high-deliverability programmatic email dispatch with webhook bounce/reply tracking — Resend"},{"ifConstraint":"escape_hatch_clause_2","recommendedProviderId":"inngest","activeModelOrSku":"inngest-pro","reason":"durable step-function orchestration with rate-limit/backoff control — Inngest"},{"ifConstraint":"escape_hatch_clause_3","recommendedProviderId":"apollo","activeModelOrSku":"apollo-standard","reason":"all-in-one sales sequencing CRM — Apollo"},{"ifConstraint":"escape_hatch_clause_4","recommendedProviderId":"loops","activeModelOrSku":"loops-standard","reason":"semantic web signal discovery — Exa."}],"quickstartSpec":{"installCommand":"npm install peopledatalabs","envVars":["PDL_API_KEY"],"activeModelOrSku":"pdl-person-enrichment","canonicalSnippet":"import PDLJS from \"peopledatalabs\";\nconst client = new PDLJS({ apiKey: process.env.PDL_API_KEY! });\nconst res = await client.person.enrichment({ profile: \"linkedin.com/in/example\" });","sdkInstall":{"npm":"npm install peopledatalabs","pip":"pip install peopledatalabs"},"verifyCommand":"test -n \"$PDL_API_KEY\" && echo \"PDL_API_KEY configured\"","apiKeyUrl":"https://www.peopledatalabs.com","docsUrl":"https://docs.peopledatalabs.com/","mcpServer":null,"bootstrapReason":null},"bootstrap":{"sdkInstall":{"npm":"npm install peopledatalabs","pip":"pip install peopledatalabs"},"installCommand":"npm install peopledatalabs","envVars":["PDL_API_KEY"],"activeModelOrSku":"pdl-person-enrichment","canonicalSnippet":"import PDLJS from \"peopledatalabs\";\nconst client = new PDLJS({ apiKey: process.env.PDL_API_KEY! });\nconst res = await client.person.enrichment({ profile: \"linkedin.com/in/example\" });","docsUrl":"https://docs.peopledatalabs.com/","authType":"api_key","signupUrl":"https://www.peopledatalabs.com","apiKeyUrl":"https://www.peopledatalabs.com","mcpServer":null,"cliInit":null,"verifyCommand":"test -n \"$PDL_API_KEY\" && echo \"PDL_API_KEY configured\""},"operationalGotchas":[{"code":"hidden_spend_tier_gates","severity":"warning","summary":"Raw data quality still needs validation layer","sourceDate":"2026-10-28"},{"code":"hidden_spend_tier_gates","severity":"warning","summary":"No built-in sequencing/CRM like Apollo","sourceDate":"2026-10-28"}],"recommendedWorkloadQuote":null,"neutralityAttestation":{"firewallEnforced":true,"sponsoredRankings":false,"payToPlay":false}}