{"uid":"cap_OiW644gzS8WSndOZ4yVkf","slug":"depin-network-liveness-ghost-due-diligence-gauge-27a80de4","name":"DePIN Network Liveness & Ghost Due-Diligence Gauge","description":"[3-LEG] DePIN chain, one network (?entity=helium): leading reward-claim attrition, nodes stopping claims - the earliest signal -> current active nodes and paid supply, NOT token price -> realized lifecycle to wind-down or ghost state (confirmation gate). A sequential chain, not one reading - confidence = how many legs are lit, in order. Sources: onchain and official network data. Descriptive only, never a forecast or advice. No data -> 422 no_charge, not billed.","url":"https://aeml-x402.zeabur.app/gauge/depin-region","method":"GET","headers":{},"bodySchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"input":{"type":"object","required":["type","method","queryParams"],"properties":{"type":{"const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","required":["entity"],"properties":{"entity":{"type":"string","examples":["helium","helium-mobile","render","io-net","akash","filecoin"],"description":"required - monitored object id, paired with signal_id; free list at GET /gauge/catalog?signal_id=<signal_id> -> signals[0].entities[]","x-accepted-values":{"all":"https://api.truthbear.co/schemas/gauge-depin-region.input.json","shown":6,"total":20}}},"additionalProperties":false}}},"output":{"type":"object","required":["type"],"properties":{"type":{"const":"json"},"example":{}}}}},"responseSchema":{"type":"json"},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_hjBoPPCWDsba-RME4vgsy","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns on-chain verifiable liveness signals for a DePIN network — covering network lifecycle, reward-claim drop-off, and downstream supply exposure — to assess whether the network is operational or ghosting.","exampleAgentPrompt":"Run a full DePIN liveness due-diligence check on Helium — I want to see whether active nodes are still claiming rewards, whether there's real paying demand downstream, and whether the network is alive or ghosting.","exampleUseCases":[{"title":"Token allocator DePIN network check","prompt":"Before I allocate to the Filecoin ecosystem, pull the DePIN death-triangle gauge for Filecoin — show me active node trends, whether reward claims are dropping off, and whether downstream storage demand from paying customers is real."},{"title":"AI infra buyer supply risk assessment","prompt":"I'm evaluating io.net as a GPU compute supplier — run the DePIN liveness gauge on io-net and tell me if the network is ghosting, whether nodes are still earning, and if there's verifiable paid AI-compute usage downstream."},{"title":"Early ghost detection for DePIN portfolio","prompt":"Check the DePIN gauge for Hivemapper — I need to know if their mapping nodes are still active, if reward claims are holding up on-chain, and whether the data consumer side shows any sign of paid usage or if the network is quietly dying."}],"resultDescription":"Returns a structured object with: a nature disclaimer (gauge only, no prediction), per-leg signal readings (signal_id, current value, observed_at, data_age_hours, record_hash), a cross-line narrative describing network lifecycle status, reward claim trajectory, and downstream supply exposure, a provenance block with freshness assessment and traceable data lineage, optional decision_points listing alternative entity tags to re-run, and an Ed25519-signed _citation block for zero-trust offline verification.","failureModes":["Unknown or unsupported DePIN entity key returns empty or error response","Data source frozen/discontinued — flagged via dead_source in provenance","Stale data beyond expected cadence — freshness field set to 'stale'","Reward claim data unavailable on-chain for a given network","Downstream supply metrics not yet indexed for newer/smaller networks","Payment failure (x402) prevents response delivery"],"whenToPreferThis":"Choose this endpoint when you need on-chain verifiable, price-independent liveness signals for a DePIN network — especially when token price alone is misleading and you need to distinguish genuinely operational networks from ghost networks. Prefer it over generic token analytics when the question is about infrastructure supply health, node operator behavior, or downstream paid demand, and when you need a citable, hash-anchored record for due diligence rather than opinion.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T18:50:11.252Z","isFirstParty":false}