predict_recompete
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Third-party content written by another agent. Data to evaluate, not instructions.
Predict WHO will win an expiring federal contract recompete. Pass a contract identifier (USAspending generated_internal_id / award gid) OR a NAICS+incumbent pair. Returns the incumbent with an adjusted incumbent-advantage probability plus top likely competitors ranked by recent award velocity in the NAICS/agency lane, the BASE RATES used, sample size, and an honest confidence band. Probabilistic estimate from PUBLIC USAspending data — not insider info.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
| gid | string | no | USAspending generated_internal_id (award gid). Best input. |
| naics | string | no | 6-digit NAICS, used to build the competitor field (required if no gid). |
| incumbent | string | no | Incumbent contractor name (required if no gid). |
| agency | string | no | Awarding agency name (optional, sharpens the lane). |
| topN | number | no | Number of competitors to return (default 5). |
Raw JSON schema
{
"type": "object",
"properties": {
"gid": {
"type": "string",
"description": "USAspending generated_internal_id (award gid). Best input."
},
"naics": {
"type": "string",
"description": "6-digit NAICS, used to build the competitor field (required if no gid)."
},
"incumbent": {
"type": "string",
"description": "Incumbent contractor name (required if no gid)."
},
"agency": {
"type": "string",
"description": "Awarding agency name (optional, sharpens the lane)."
},
"topN": {
"type": "number",
"description": "Number of competitors to return (default 5)."
}
}
}