CitePay Live Auction — Citation Price DiscoveryCitePay Markets / score 25 / 0.001500 USDC
Directly answers the core question: real-time SSE-streamed auction with animated leaderboard showing live price discovery as Claude scores sources. Essential primary source on the mechanism itself.answer evidence
0x96f728e8...0652d8
citation payments recorded0.004600USDC
agentic reasoning loop / server judge-strict / 0xca7500aeeec59238
How does real-time price discovery work in an AI knowledge citation market?
Real-time price discovery in an AI knowledge citation market works through live competitive auction mechanisms where multiple knowledge sources are scored simultaneously, with prices determined by demand signals and creator payment flows. In this model, autonomous AI agents submit citation queries with spend policies (max price per citation, relevance thresholds, dedup windows). Sources compete in real-time auctions where Claude evaluates relevance and quality; winning sources receive immediate USDC nanopayments via Circle Gateway x402 on Arc Testnet. Price discovery emerges from: (1) live auction leaderboards showing which sources win routing based on quality scores, (2) on-chain settlement receipts creating transparent cost signals, (3) economic intelligence dashboards tracking 24-hour USDC flow by knowledge category, and (4) autonomous gap-detection agents that post bounties for underserved topics, allowing market prices to self-correct toward knowledge scarcity. Each citation generates a SHA-256 receipt hash with content integrity proof, making prices verifiable and tied directly to creator payouts. The system achieves sub-cent nanopayment efficiency through batched EIP-3009 authorizations, eliminating per-transaction gas costs, so marginal citation value can be discovered and priced accurately without economic friction.
3 sources bought / 3 cited / 0 refunded
citations3
receipts3
reader paid0.000000
creator payouts (reader-paid)0.004600
protocol retained (reader-paid)not reader-paid
budget utilizationn/a
latest receipt0x809398e5...8e413b
query id0xca7500aeeec59238
query hash0x9074e188865e4909c0dd3e75795a50a585889e07e919a062d6e2aea921598424
answer hash0x96f728e88e31fb41a118bcbc15ac2758bb4890c5588ca8e72adeb144d40652d8
created at2026-06-24T17:13:51.424Z
record agent modellm
agent modelnot recorded
server agent modejudge-strict
receipt count3
reader payment hashnot reader-paid
reader paid0.000000 USDC
creator payouts (reader-paid)0.004600 USDC
protocol retained (reader-paid)not reader-paid
budget utilizationn/a
agent accountability
Budget envelope and proof anchors
budget envelope0.006500 USDC
spent on sources0.004600 USDC
unused0.001900 USDC
source cap3/15 bought
covenant policynot published locally
allowed domainsregistered source URLs only
TrackRecord anchornone
SlashBond status0.089091 USDC bonded
receipt chain hash0x7b57db78def4d6e297486a16bc957bad8f7c181c144b4025dc1efcc051d06dc7
source market
Budgeted citation decision
source budget0.006500
agent spent0.004600
remaining0.001900
market sweep3/15
CitePay Economic Intelligence Dashboard — Live AI Knowledge Economy AnalyticsCitePay Markets / score 18 / 0.001900 USDC
Provides the demand-side price discovery layer: real-time heatmaps, 24-hour USDC flow charts, and gap radar that identify which knowledge categories command higher prices. Grounds answer in live data signals.CitePay Autonomous Knowledge Gap Agent — Self-Improving Citation MarketCitePay Markets / score 15 / 0.002000 USDC
Autonomous gap detection and bounty posting, not price discovery. Supply-side signal but not the discovery mechanism.CitePay Knowledge Bounties — USDC-Funded Crowdsourced AI Knowledge GapsCitePay Markets / score 13 / 0.001700 USDC
Bounty mechanism for knowledge gaps, not real-time price discovery. Complements the market but is a separate feature.Citation Economics for AI AnswersIndie Researcher / score 10 / 0.001200 USDC
General economics of citation payments but not about real-time price discovery mechanisms. Too broad.CitePay Natural Language Policy BuilderCitePay Markets / score 10 / 0.001600 USDC
Spend policy configuration, not price discovery. Agent-side constraint, not market mechanism.RSS Distribution SurfaceOpen Feed Maintainers / score 6 / 0.000900 USDC
Distribution surface for feeds, not price discovery. Tangential to the question.CitePay Markets — AI Agent Citation Marketplace on ArcCitePay Markets / score 6 / 0.001200 USDC
Establishes the settlement infrastructure: on-chain receipts with SHA-256 evidence, Circle Gateway x402 nanopayments, and Arc finality. Explains how prices become verifiable and tied to actual creator payouts.CitePay On-Chain Audit — Verifiable Citation Receipts on ArcCitePay Markets / score 5 / 0.001000 USDC
Audit transparency and verification, not price discovery. Supports trust but not the discovery mechanism itself.CitePay MCP Server — Claude Tool for Paid Citation QueriesCitePay Markets / score 5 / 0.001400 USDC
Integration tooling (MCP server), not price discovery. Implementation detail.Lepton RFB NotesCanteen Research / score 5 / 0.001800 USDC
Describes Lepton's value proposition (sub-cent moves) but does not explain the price discovery mechanism itself. Too general for this specific question.CitePay Research Sessions — Contextual Multi-Turn AI Research with Paid ReceiptsCitePay Markets / score 5 / 0.001800 USDC
Multi-turn research UX with receipts, not price discovery. Application layer, not mechanism.Driplet � pay-per-second live-stream monetizationRising Technology / score 1 / 0.001500 USDC
Streaming nanopayments, not knowledge citation markets. Different use case and domain.LeptonWeb Build LogLeptonWeb Lab / score 1 / 0.001700 USDC
Builder log showing implementation but not explaining price discovery. Implementation detail rather than mechanism explanation.Arc Settlement SketchArc Builder Desk / score 1 / 0.002200 USDC
Settlement layer documentation. Necessary context but not directly about price discovery. Covered implicitly by CitePay Markets sources.paid citations
Sources used
CitePay Live Auction — Citation Price Discovery
CitePay Markets / 0.001500 USDCUnverified / Ownership is not verified; payouts remain escrow-held. / excerpt not recordedDirectly answers the core question: real-time SSE-streamed auction with animated leaderboard showing live price discovery as Claude scores sources. Essential primary source on the mechanism itself.CitePay Economic Intelligence Dashboard — Live AI Knowledge Economy Analytics
CitePay Markets / 0.001900 USDCUnverified / Ownership is not verified; payouts remain escrow-held. / excerpt not recordedProvides the demand-side price discovery layer: real-time heatmaps, 24-hour USDC flow charts, and gap radar that identify which knowledge categories command higher prices. Grounds answer in live data signals.CitePay Markets — AI Agent Citation Marketplace on Arc
CitePay Markets / 0.001200 USDCUnverified / Ownership is not verified; payouts remain escrow-held. / excerpt not recordedEstablishes the settlement infrastructure: on-chain receipts with SHA-256 evidence, Circle Gateway x402 nanopayments, and Arc finality. Explains how prices become verifiable and tied to actual creator payouts.answer receipts
Payment trail
CitePay Marketspayment status: accrued -> claimable on-chain / creator recipient 0x5389...f105ledger 0x809398e5...8e413b / prev 0xe6a11381...dd2d06
0.001500Arc tx0x809398e5...8e413b
CitePay Marketspayment status: accrued -> claimable on-chain / creator recipient 0x5389...f105ledger 0xf3d798df...aca9ab / prev 0x809398e5...8e413b
0.001900Arc tx0xf3d798df...aca9ab
CitePay Marketspayment status: accrued -> claimable on-chain / creator recipient 0x5389...f105ledger 0x7b57db78...d06dc7 / prev 0xf3d798df...aca9ab
0.001200Arc tx0x7b57db78...d06dc7