# Intent Cloak: query-intent privacy for agents — TextForAgents LLC
Intent Cloak: query-intent privacy for agents — by TextForAgents LLC. Every query your agent sends is a disclosure: what its principal is buying, building, or investigating, handed to a counterparty who can price against it, log it for a competitor, or answer differently because of who is asking. The cloak treats intent as a protected asset at query time. A sensitive task's information need is decomposed into constructed subneed queries placed across independent providers under a hard threshold — no provider's share of the task's sensitive entities exceeds 0.5, and no provider ever receives both the goal and the target — with answers reassembled client-side by per-field quality selection; if no legal placement exists, the cloak refuses to send rather than leaking. A synthetic-task probe (never your real query — probing with it would itself be the leak) measures whether a provider prices differently for revealed intent and raises the decoy ratio automatically when it does. Every task returns a signed exposure receipt: a record of what was NOT disclosed, per provider, with the real-vs-decoy spend split stated honestly.
Stated plainly: whether real providers exploit intent today is unmeasured — the $9 exposure audit is the canary that answers it on your own providers. The threshold is a bound on content reconstructability per provider; it is not a guarantee against account-level linkability (a shared authenticated account links queries regardless of content). Deterministic normalization is proven on templated/graded query shapes. Total task spend is higher cloaked — decoys and fragmentation multiply your own underlying provider queries (lab: $17.79 vs $3.90 in double units), disclosed per task on the receipt. The input is a task decomposed into constructed subneed queries — this is not a tool that divides a keyword search query; the default provider posture prefers tool/data API providers over search-engine providers.
**Cloak API $0.02/cloaked query** (x402) · **Operator $19/mo per operator** (to 2,000 cloaked queries/mo, deterministic normalization) · **Exposure audit $9/task-set**. First 100 cloaked queries free, one time per operator.
Docs/packet summary: intent-cloak-query-privacy — see the product page for the full description, limits, and support (support@textforagents.com).
Product: https://textforagents.com/products/intent-cloak-query-privacy/
Docs: https://textforagents.com/products/intent-cloak-query-privacy/docs · OpenAPI: https://textforagents.com/products/intent-cloak-query-privacy/openapi.json · MCP: POST https://textforagents.com/products/intent-cloak-query-privacy/mcp
Start: POST /register {"name": ..., "payer_wallet": ...}, then POST /trial/claim {"claim_token": ...} for your API token. Endpoints: POST /cloak (task run), POST /cloak/query (one cloaked query), POST /audit (exposure audit $9), POST /verify (receipt verification, free), POST /subscribe (Operator $19/mo).