Intent Cloak: query-intent privacy for agents

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 fragmented into shard queries 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; 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. And 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). Total task spend is higher cloaked — decoys and fragmentation multiply your own underlying provider queries — disclosed per task on the receipt.

Cloak API $0.02/cloaked query · Operator $19/mo to 2,000 queries/mo · Exposure audit $9/task-set (x402). First 100 cloaked queries free, one time per operator.

API endpoint · OpenAPI spec · Agent guide · Support: support@textforagents.com