{"schemaVersion":"tenvur.public-data-benchmark-packs.v1","generatedAt":"2026-06-21T09:57:06.259Z","origin":"https://www.tenvur.com","disclosure":"Public data benchmark packs turn official-source API lanes into citation-ready distribution claims. They do not run live probes, guarantee current upstream values, certify private demand, approve partner copy, activate cash commissions, change billing, or configure payouts.","sourcePattern":{"inspiredBy":["ibc-proposals evidence packet review flow","TenVur public data opportunity exchange","TenVur source freshness and radar manifests"],"adaptedAs":"Citation-safe benchmark claim packs for partner landing pages, newsletters, directories, CRM tasks, and LLM crawler surfaces."},"filters":{"domain":null,"audience":"all","partnerCode":null,"source":"public-data-benchmarks","monthlyAudience":16000,"limit":6,"format":"json"},"summary":{"publicOnly":true,"packs":6,"citeReadyPacks":6,"officialSources":8,"credentiallessSources":8,"activeSources":8,"averageBenchmarkScore":95,"recommendedChannels":["expert_digest","creator_marketplace","newsletter","local_landing_page","directory"],"cashCommissionStatus":"not_live_without_approved_agreement","liveProbeStatus":"not_run_public_manifest"},"apiPaths":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","csv":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=csv","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","wellKnown":"https://www.tenvur.com/.well-known/tenvur-public-data-benchmarks.json","publicDataKit":"https://www.tenvur.com/api/agents/public-data-kit","publicDataSourceRadar":"https://www.tenvur.com/api/agents/public-data-source-radar?utm_source=public-data-benchmarks&limit=25&format=json","publicDataFreshness":"https://www.tenvur.com/api/agents/public-data-freshness-manifest?utm_source=public-data-benchmarks","publicDataOpportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6","partnerSourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks","partnerLandingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks","partnerDistributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks","partnerDistributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks","partnerPlacementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar","partnerCommissionPolicy":"https://www.tenvur.com/api/agents/partner-commission-policy","discovery":"https://www.tenvur.com/api/agents/discovery","openApi":"https://www.tenvur.com/api/agents/api-docs/openapi.json","llmsTxt":"https://www.tenvur.com/llms.txt","sitemap":"https://www.tenvur.com/sitemap.xml"},"packs":[{"id":"benchmark-public-data-company-and-market-research","rank":1,"title":"Company and market research exchange lane benchmark pack","domain":"capital-markets","laneId":"company-and-market-research","opportunityId":"public-data-company-and-market-research","score":100,"band":"ship_now","recommendedChannel":"expert_digest","benchmark":{"metricLabel":"capital market context benchmark","claimTemplate":"Use official-source context to explain why this TenVur agent lane is timely, then cite the source and the claim boundary.","safeClaim":"SEC EDGAR Data APIs, Treasury Fiscal Data API can support a capital market context benchmark for research audiences can use public-company and treasury data to make agent answers feel source-backed, not generic. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","citationNote":"Cite the official docs URL and TenVur source freshness manifest. Treat the benchmark as context unless a private server-side pull verifies current values.","answerSnippet":"Company and market research exchange lane: SEC EDGAR Data APIs, Treasury Fiscal Data API can support a capital market context benchmark for research audiences can use public-company and treasury data to make agent answers feel source-backed, not generic. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure."},"sources":[{"id":"sec-edgar-data-apis","label":"SEC EDGAR Data APIs","provider":"U.S. Securities and Exchange Commission","docsUrl":"https://www.sec.gov/search-filings/edgar-application-programming-interfaces","status":"live","credentialless":true,"requestPathSafety":"server_proxy_required","readinessBand":"proxy_required"},{"id":"treasury-fiscal-data-api","label":"Treasury Fiscal Data API","provider":"U.S. Department of the Treasury, Bureau of the Fiscal Service","docsUrl":"https://fiscaldata.treasury.gov/api-documentation/","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"}],"distribution":{"partnerAngle":"Research audiences can use public-company and Treasury data to make agent answers feel source-backed, not generic.","citationReadyHeadline":"Company and market research exchange lane: source-backed capital market context benchmark","landingPagePrompt":"Write a concise landing-page section that uses the safe claim, cites the source docs, links source cards, and avoids current-value or cash-commission promises.","newsletterSnippet":"Research audiences can use public-company and Treasury data to make agent answers feel source-backed, not generic. Source-backed benchmark: SEC EDGAR Data APIs, Treasury Fiscal Data API can support a capital market context benchmark for research audiences can use public-company and treasury data to make agent answers feel source-backed, not generic. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","crawlerSummary":"Benchmark pack for LLM crawlers and directories with official source URLs, supported claims, blocked claims, account-credit disclosure, and next-hop partner links.","nextAction":"Use this pack to generate landing briefs, distribution briefs, source cards, and placement calendar tasks before partner publication.","links":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","sourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks&domain=capital-markets&lane_id=company-and-market-research","opportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?domain=capital-markets&utm_source=public-data-benchmarks","landingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks&domain=capital-markets","distributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks&domain=capital-markets","distributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks&domain=capital-markets","placementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar?domain=capital-markets&utm_source=public-data-benchmarks","partnerLinks":"https://www.tenvur.com/api/agents/partner-links?utm_source=public-data-benchmarks&q=trade-lookup"}},"proof":{"supportedClaims":["Public-company or market-context facts available from official public filings or datasets.","Published public-finance, award, or Treasury context from an official source."],"blockedClaims":["Current security prices or private company financial condition.","Customer-specific demand.","Do not imply live cash commissions or private customer results from public data.","Eligibility for a public contract, grant, or financing result.","Investment advice.","Keep source calls server-side or cached according to upstream cadence.","Name the official source as context, not as a guarantee.","current live values without a fresh server-side pull","cash commission, payout, bounty, or rev-share approval"],"requiredEvidence":["Official source id and provider label","Starter request or cached server route","Observation window, cache hint, and source-assurance boundary","Attributed TenVur partner link with account-credit disclosure","Link to TenVur public data freshness manifest","Visible account-credit disclosure on partner placement"],"sourceAssuranceSummary":"Use official source labels, cache hints, and claim boundaries alongside partner copy."},"economics":{"liveRewardModel":"account_credit","forecastedMonthlyClicks":320,"forecastedReferralRedemptions":14,"forecastedTotalCreditIssuedCents":21000,"estimatedDispatchGmvCents":21000,"cashCommissionStatus":"not_live_without_approved_agreement"}},{"id":"benchmark-public-data-vehicle-and-fleet-enrichment","rank":2,"title":"Vehicle and fleet enrichment exchange lane benchmark pack","domain":"transportation","laneId":"vehicle-and-fleet-enrichment","opportunityId":"public-data-vehicle-and-fleet-enrichment","score":100,"band":"ship_now","recommendedChannel":"creator_marketplace","benchmark":{"metricLabel":"transportation operations benchmark","claimTemplate":"Use official-source context to explain why this TenVur agent lane is timely, then cite the source and the claim boundary.","safeClaim":"NHTSA vPIC Vehicle API, NHTSA Recalls API can support a transportation operations benchmark for fleet, delivery, and field-service audiences can pre-enrich vehicle inputs and recall context before dispatching an agent. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","citationNote":"Cite the official docs URL and TenVur source freshness manifest. Treat the benchmark as context unless a private server-side pull verifies current values.","answerSnippet":"Vehicle and fleet enrichment exchange lane: NHTSA vPIC Vehicle API, NHTSA Recalls API can support a transportation operations benchmark for fleet, delivery, and field-service audiences can pre-enrich vehicle inputs and recall context before dispatching an agent. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure."},"sources":[{"id":"nhtsa-vpic-api","label":"NHTSA vPIC Vehicle API","provider":"National Highway Traffic Safety Administration","docsUrl":"https://vpic.nhtsa.dot.gov/api/","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"},{"id":"nhtsa-recalls-api","label":"NHTSA Recalls API","provider":"National Highway Traffic Safety Administration","docsUrl":"https://www.nhtsa.gov/nhtsa-datasets-and-apis","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"}],"distribution":{"partnerAngle":"Fleet, delivery, and field-service audiences can pre-enrich vehicle inputs and recall context before dispatching an agent.","citationReadyHeadline":"Vehicle and fleet enrichment exchange lane: source-backed transportation operations benchmark","landingPagePrompt":"Write a concise landing-page section that uses the safe claim, cites the source docs, links source cards, and avoids current-value or cash-commission promises.","newsletterSnippet":"Fleet, delivery, and field-service audiences can pre-enrich vehicle inputs and recall context before dispatching an agent. Source-backed benchmark: NHTSA vPIC Vehicle API, NHTSA Recalls API can support a transportation operations benchmark for fleet, delivery, and field-service audiences can pre-enrich vehicle inputs and recall context before dispatching an agent. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","crawlerSummary":"Benchmark pack for LLM crawlers and directories with official source URLs, supported claims, blocked claims, account-credit disclosure, and next-hop partner links.","nextAction":"Use this pack to generate landing briefs, distribution briefs, source cards, and placement calendar tasks before partner publication.","links":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","sourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks&domain=transportation&lane_id=vehicle-and-fleet-enrichment","opportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?domain=transportation&utm_source=public-data-benchmarks","landingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks&domain=transportation","distributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks&domain=transportation","distributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks&domain=transportation","placementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar?domain=transportation&utm_source=public-data-benchmarks","partnerLinks":"https://www.tenvur.com/api/agents/partner-links?utm_source=public-data-benchmarks&q=trade-lookup"}},"proof":{"supportedClaims":["Public vehicle identity, equipment, or recall-campaign context."],"blockedClaims":["Do not imply live cash commissions or private customer results from public data.","Keep source calls server-side or cached according to upstream cadence.","Name the official source as context, not as a guarantee.","VIN-specific open recall completion.","Vehicle condition, service eligibility, or current safety status.","current live values without a fresh server-side pull","cash commission, payout, bounty, or rev-share approval"],"requiredEvidence":["Official source id and provider label","Starter request or cached server route","Observation window, cache hint, and source-assurance boundary","Attributed TenVur partner link with account-credit disclosure","Link to TenVur public data freshness manifest","Visible account-credit disclosure on partner placement"],"sourceAssuranceSummary":"Use official source labels, cache hints, and claim boundaries alongside partner copy."},"economics":{"liveRewardModel":"account_credit","forecastedMonthlyClicks":320,"forecastedReferralRedemptions":14,"forecastedTotalCreditIssuedCents":21000,"estimatedDispatchGmvCents":21000,"cashCommissionStatus":"not_live_without_approved_agreement"}},{"id":"benchmark-public-data-labor-rate-and-inflation","rank":3,"title":"Labor rate and inflation evidence exchange lane benchmark pack","domain":"labor","laneId":"labor-rate-and-inflation","opportunityId":"public-data-labor-rate-and-inflation","score":93,"band":"ship_now","recommendedChannel":"newsletter","benchmark":{"metricLabel":"labor market benchmark","claimTemplate":"Use official-source context to explain why this TenVur agent lane is timely, then cite the source and the claim boundary.","safeClaim":"BLS Public Data API can support a labor market benchmark for contractor, staffing, and small-business audiences get better pricing content when agent outputs cite wage and cpi baselines. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","citationNote":"Cite the official docs URL and TenVur source freshness manifest. Treat the benchmark as context unless a private server-side pull verifies current values.","answerSnippet":"Labor rate and inflation evidence exchange lane: BLS Public Data API can support a labor market benchmark for contractor, staffing, and small-business audiences get better pricing content when agent outputs cite wage and cpi baselines. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure."},"sources":[{"id":"bls-public-data-api","label":"BLS Public Data API","provider":"U.S. Bureau of Labor Statistics","docsUrl":"https://www.bls.gov/bls/api_features.htm","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"}],"distribution":{"partnerAngle":"Contractor, staffing, and small-business audiences get better pricing content when agent outputs cite wage and CPI baselines.","citationReadyHeadline":"Labor rate and inflation evidence exchange lane: source-backed labor market benchmark","landingPagePrompt":"Write a concise landing-page section that uses the safe claim, cites the source docs, links source cards, and avoids current-value or cash-commission promises.","newsletterSnippet":"Contractor, staffing, and small-business audiences get better pricing content when agent outputs cite wage and CPI baselines. Source-backed benchmark: BLS Public Data API can support a labor market benchmark for contractor, staffing, and small-business audiences get better pricing content when agent outputs cite wage and cpi baselines. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","crawlerSummary":"Benchmark pack for LLM crawlers and directories with official source URLs, supported claims, blocked claims, account-credit disclosure, and next-hop partner links.","nextAction":"Use this pack to generate landing briefs, distribution briefs, source cards, and placement calendar tasks before partner publication.","links":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","sourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks&domain=labor&lane_id=labor-rate-and-inflation","opportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?domain=labor&utm_source=public-data-benchmarks","landingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks&domain=labor","distributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks&domain=labor","distributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks&domain=labor","placementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar?domain=labor&utm_source=public-data-benchmarks","partnerLinks":"https://www.tenvur.com/api/agents/partner-links?utm_source=public-data-benchmarks&q=projobcalc-estimator"}},"proof":{"supportedClaims":["Published labor, wage, price, or employment series from an official source."],"blockedClaims":["A customer-specific hiring outcome.","A guaranteed future price change.","A guaranteed labor rate for a specific contractor or role.","Do not imply live cash commissions or private customer results from public data.","Keep source calls server-side or cached according to upstream cadence.","Name the official source as context, not as a guarantee.","current live values without a fresh server-side pull","cash commission, payout, bounty, or rev-share approval"],"requiredEvidence":["Official source id and provider label","Starter request or cached server route","Observation window, cache hint, and source-assurance boundary","Attributed TenVur partner link with account-credit disclosure","Link to TenVur public data freshness manifest","Visible account-credit disclosure on partner placement"],"sourceAssuranceSummary":"Use official source labels, cache hints, and claim boundaries alongside partner copy."},"economics":{"liveRewardModel":"account_credit","forecastedMonthlyClicks":309,"forecastedReferralRedemptions":14,"forecastedTotalCreditIssuedCents":21000,"estimatedDispatchGmvCents":21000,"cashCommissionStatus":"not_live_without_approved_agreement"}},{"id":"benchmark-public-data-hydrology-site-risk","rank":4,"title":"Hydrology site-risk context exchange lane benchmark pack","domain":"hydrology","laneId":"hydrology-site-risk","opportunityId":"public-data-hydrology-site-risk","score":93,"band":"ship_now","recommendedChannel":"local_landing_page","benchmark":{"metricLabel":"hydrology context benchmark","claimTemplate":"Use official-source context to explain why this TenVur agent lane is timely, then cite the source and the claim boundary.","safeClaim":"USGS Water Services API can support a hydrology context benchmark for contractor, insurance, and property partners can add streamflow and runoff context to site-risk content without scraping news. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","citationNote":"Cite the official docs URL and TenVur source freshness manifest. Treat the benchmark as context unless a private server-side pull verifies current values.","answerSnippet":"Hydrology site-risk context exchange lane: USGS Water Services API can support a hydrology context benchmark for contractor, insurance, and property partners can add streamflow and runoff context to site-risk content without scraping news. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure."},"sources":[{"id":"usgs-water-services-api","label":"USGS Water Services API","provider":"U.S. Geological Survey","docsUrl":"https://waterservices.usgs.gov/docs/instantaneous-values/instantaneous-values-details/","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"}],"distribution":{"partnerAngle":"Contractor, insurance, and property partners can add streamflow and runoff context to site-risk content without scraping news.","citationReadyHeadline":"Hydrology site-risk context exchange lane: source-backed hydrology context benchmark","landingPagePrompt":"Write a concise landing-page section that uses the safe claim, cites the source docs, links source cards, and avoids current-value or cash-commission promises.","newsletterSnippet":"Contractor, insurance, and property partners can add streamflow and runoff context to site-risk content without scraping news. Source-backed benchmark: USGS Water Services API can support a hydrology context benchmark for contractor, insurance, and property partners can add streamflow and runoff context to site-risk content without scraping news. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","crawlerSummary":"Benchmark pack for LLM crawlers and directories with official source URLs, supported claims, blocked claims, account-credit disclosure, and next-hop partner links.","nextAction":"Use this pack to generate landing briefs, distribution briefs, source cards, and placement calendar tasks before partner publication.","links":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","sourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks&domain=hydrology&lane_id=hydrology-site-risk","opportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?domain=hydrology&utm_source=public-data-benchmarks","landingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks&domain=hydrology","distributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks&domain=hydrology","distributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks&domain=hydrology","placementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar?domain=hydrology&utm_source=public-data-benchmarks","partnerLinks":"https://www.tenvur.com/api/agents/partner-links?utm_source=public-data-benchmarks&q=trade-lookup"}},"proof":{"supportedClaims":["Official water, streamflow, or hydrology observations for a monitoring location."],"blockedClaims":["A guaranteed access, runoff, or damage outcome.","Do not imply live cash commissions or private customer results from public data.","Keep source calls server-side or cached according to upstream cadence.","Name the official source as context, not as a guarantee.","Property-level flood risk.","current live values without a fresh server-side pull","cash commission, payout, bounty, or rev-share approval"],"requiredEvidence":["Official source id and provider label","Starter request or cached server route","Observation window, cache hint, and source-assurance boundary","Attributed TenVur partner link with account-credit disclosure","Link to TenVur public data freshness manifest","Visible account-credit disclosure on partner placement"],"sourceAssuranceSummary":"Use official source labels, cache hints, and claim boundaries alongside partner copy."},"economics":{"liveRewardModel":"account_credit","forecastedMonthlyClicks":309,"forecastedReferralRedemptions":14,"forecastedTotalCreditIssuedCents":21000,"estimatedDispatchGmvCents":21000,"cashCommissionStatus":"not_live_without_approved_agreement"}},{"id":"benchmark-public-data-disaster-recovery-context","rank":5,"title":"Disaster recovery and resilience context exchange lane benchmark pack","domain":"disaster","laneId":"disaster-recovery-context","opportunityId":"public-data-disaster-recovery-context","score":93,"band":"ship_now","recommendedChannel":"local_landing_page","benchmark":{"metricLabel":"disaster readiness benchmark","claimTemplate":"Use official-source context to explain why this TenVur agent lane is timely, then cite the source and the claim boundary.","safeClaim":"FEMA OpenFEMA API can support a disaster readiness benchmark for contractor, insurance, and property partners can add official disaster-declaration context to recovery, access, and resilience content. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","citationNote":"Cite the official docs URL and TenVur source freshness manifest. Treat the benchmark as context unless a private server-side pull verifies current values.","answerSnippet":"Disaster recovery and resilience context exchange lane: FEMA OpenFEMA API can support a disaster readiness benchmark for contractor, insurance, and property partners can add official disaster-declaration context to recovery, access, and resilience content. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure."},"sources":[{"id":"fema-openfema-api","label":"FEMA OpenFEMA API","provider":"Federal Emergency Management Agency","docsUrl":"https://www.fema.gov/about/openfema/api","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"}],"distribution":{"partnerAngle":"Contractor, insurance, and property partners can add official disaster-declaration context to recovery, access, and resilience content.","citationReadyHeadline":"Disaster recovery and resilience context exchange lane: source-backed disaster readiness benchmark","landingPagePrompt":"Write a concise landing-page section that uses the safe claim, cites the source docs, links source cards, and avoids current-value or cash-commission promises.","newsletterSnippet":"Contractor, insurance, and property partners can add official disaster-declaration context to recovery, access, and resilience content. Source-backed benchmark: FEMA OpenFEMA API can support a disaster readiness benchmark for contractor, insurance, and property partners can add official disaster-declaration context to recovery, access, and resilience content. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","crawlerSummary":"Benchmark pack for LLM crawlers and directories with official source URLs, supported claims, blocked claims, account-credit disclosure, and next-hop partner links.","nextAction":"Use this pack to generate landing briefs, distribution briefs, source cards, and placement calendar tasks before partner publication.","links":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","sourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks&domain=disaster&lane_id=disaster-recovery-context","opportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?domain=disaster&utm_source=public-data-benchmarks","landingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks&domain=disaster","distributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks&domain=disaster","distributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks&domain=disaster","placementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar?domain=disaster&utm_source=public-data-benchmarks","partnerLinks":"https://www.tenvur.com/api/agents/partner-links?utm_source=public-data-benchmarks&q=trade-lookup"}},"proof":{"supportedClaims":["OpenFEMA disaster declarations and declaration metadata by available geography."],"blockedClaims":["Do not imply live cash commissions or private customer results from public data.","Emergency instructions or property-level damage.","Individual eligibility for aid or insurance recovery.","Keep source calls server-side or cached according to upstream cadence.","Name the official source as context, not as a guarantee.","current live values without a fresh server-side pull","cash commission, payout, bounty, or rev-share approval"],"requiredEvidence":["Official source id and provider label","Starter request or cached server route","Observation window, cache hint, and source-assurance boundary","Attributed TenVur partner link with account-credit disclosure","Link to TenVur public data freshness manifest","Visible account-credit disclosure on partner placement"],"sourceAssuranceSummary":"Use official source labels, cache hints, and claim boundaries alongside partner copy."},"economics":{"liveRewardModel":"account_credit","forecastedMonthlyClicks":309,"forecastedReferralRedemptions":14,"forecastedTotalCreditIssuedCents":21000,"estimatedDispatchGmvCents":21000,"cashCommissionStatus":"not_live_without_approved_agreement"}},{"id":"benchmark-public-data-public-sector-pipeline","rank":6,"title":"Public-sector pipeline context exchange lane benchmark pack","domain":"fiscal","laneId":"public-sector-pipeline","opportunityId":"public-data-public-sector-pipeline","score":93,"band":"ship_now","recommendedChannel":"directory","benchmark":{"metricLabel":"public finance benchmark","claimTemplate":"Use official-source context to explain why this TenVur agent lane is timely, then cite the source and the claim boundary.","safeClaim":"USAspending API can support a public finance benchmark for contractor, grant, and public-sector partners can turn federal award context into source-backed bid and pipeline content. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","citationNote":"Cite the official docs URL and TenVur source freshness manifest. Treat the benchmark as context unless a private server-side pull verifies current values.","answerSnippet":"Public-sector pipeline context exchange lane: USAspending API can support a public finance benchmark for contractor, grant, and public-sector partners can turn federal award context into source-backed bid and pipeline content. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure."},"sources":[{"id":"usaspending-api","label":"USAspending API","provider":"USAspending.gov","docsUrl":"https://api.usaspending.gov/docs/endpoints","status":"live","credentialless":true,"requestPathSafety":"safe_with_server_cache","readinessBand":"publish_ready"}],"distribution":{"partnerAngle":"Contractor, grant, and public-sector partners can turn federal award context into source-backed bid and pipeline content.","citationReadyHeadline":"Public-sector pipeline context exchange lane: source-backed public finance benchmark","landingPagePrompt":"Write a concise landing-page section that uses the safe claim, cites the source docs, links source cards, and avoids current-value or cash-commission promises.","newsletterSnippet":"Contractor, grant, and public-sector partners can turn federal award context into source-backed bid and pipeline content. Source-backed benchmark: USAspending API can support a public finance benchmark for contractor, grant, and public-sector partners can turn federal award context into source-backed bid and pipeline content. when the copy preserves source limits, cache guidance, and TenVur account-credit disclosure.","crawlerSummary":"Benchmark pack for LLM crawlers and directories with official source URLs, supported claims, blocked claims, account-credit disclosure, and next-hop partner links.","nextAction":"Use this pack to generate landing briefs, distribution briefs, source cards, and placement calendar tasks before partner publication.","links":{"self":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=json","markdown":"https://www.tenvur.com/api/agents/public-data-benchmark-packs?audience=all&utm_source=public-data-benchmarks&monthly_audience=16000&limit=6&format=markdown","sourceCards":"https://www.tenvur.com/api/agents/partner-source-cards?utm_source=public-data-benchmarks&domain=fiscal&lane_id=public-sector-pipeline","opportunityExchange":"https://www.tenvur.com/api/agents/public-data-opportunity-exchange?domain=fiscal&utm_source=public-data-benchmarks","landingBriefs":"https://www.tenvur.com/api/agents/partner-landing-briefs?utm_source=public-data-benchmarks&domain=fiscal","distributionBriefs":"https://www.tenvur.com/api/agents/partner-distribution-briefs?utm_source=public-data-benchmarks&domain=fiscal","distributionFeed":"https://www.tenvur.com/api/agents/partner-distribution-feed?utm_source=public-data-benchmarks&domain=fiscal","placementCalendar":"https://www.tenvur.com/api/agents/partner-placement-calendar?domain=fiscal&utm_source=public-data-benchmarks","partnerLinks":"https://www.tenvur.com/api/agents/partner-links?utm_source=public-data-benchmarks&q=proposal-os-drafter"}},"proof":{"supportedClaims":["Published public-finance, award, or Treasury context from an official source."],"blockedClaims":["Customer-specific demand.","Do not imply live cash commissions or private customer results from public data.","Eligibility for a public contract, grant, or financing result.","Keep source calls server-side or cached according to upstream cadence.","Name the official source as context, not as a guarantee.","current live values without a fresh server-side pull","cash commission, payout, bounty, or rev-share approval"],"requiredEvidence":["Official source id and provider label","Starter request or cached server route","Observation window, cache hint, and source-assurance boundary","Attributed TenVur partner link with account-credit disclosure","Link to TenVur public data freshness manifest","Visible account-credit disclosure on partner placement"],"sourceAssuranceSummary":"Use official source labels, cache hints, and claim boundaries alongside partner copy."},"economics":{"liveRewardModel":"account_credit","forecastedMonthlyClicks":309,"forecastedReferralRedemptions":14,"forecastedTotalCreditIssuedCents":21000,"estimatedDispatchGmvCents":21000,"cashCommissionStatus":"not_live_without_approved_agreement"}}],"guardrails":{"requiredDisclosure":"Referral links may grant TenVur account credit. Cash commissions are not live unless separately approved. Public API benchmarks are citation context, not guaranteed customer outcomes.","blockedUses":["Do not present benchmark packs as live official readings, compliance certification, safety certification, property-level risk, customer-specific outcomes, or guaranteed demand.","Do not remove source URLs, cache notes, freshness limits, or blocked-claim language from landing pages, newsletters, CRM tasks, or crawler feeds.","Do not describe account-credit rewards as cash commissions, affiliate payouts, Stripe payouts, rev-share, or approved bounties.","Do not submit private customer, tax, bank, lead, or payout fields through public benchmark URLs."]}}