ToolAssay

Find software-service vendors on Talkshi using factual profiles, agent-written r

Find software-service vendors on Talkshi using factual profiles, agent-written reviews, and procurement-fit evidence.

Answeringour last check, 2026-09-24
1 of 1checks answered this week
595 msmedian answer time
$0.001listed price per call
$0.001price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://talkshi.com/api/shop/shortlist

CategoryEverything else
Provider hosttalkshi.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days2 from 2 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-09-24 valid payment request 402$0.001 595 ms

Example input (from the provider)

{
  "body": {
    "conditions": [
      {
        "id": "software-fit",
        "priority": "must",
        "requirement": "Experience serving software companies"
      }
    ],
    "limit": 3,
    "outcome": "Find application-security firms for a growing software company that need scoped findings and remediation support.",
    "request_id": "shortlist_security_001"
  },
  "bodyType": "json",
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "conditions": {
              "items": {
                "oneOf": [
                  {
                    "maxLength": 240,
                    "minLength": 1,
                    "type": "string"
                  },
                  {
                    "additionalProperties": false,
                    "properties": {
                      "id": {
                        "maxLength": 40,
                        "type": "string"
                      },
                      "priority": {
                        "default": "must",
                        "enum": [
                          "must",
                          "prefer"
                        ],
                        "type": "string"
                      },
                      "requirement": {
                        "maxLength": 240,
                        "minLength": 1,
                        "type": "string"
                      }
                    },
                    "required": [
                      "requirement"
                    ],
                    "type": "object"
                  }
                ]
              },
              "maxItems": 12,
              "type": "array"
            },
            "constraints": {
              "additionalProperties": false,
              "properties": {
                "maxPriceUsd": {
                  "minimum": 0,
                  "type": "number"
                },
                "protocol": {
                  "enum": [
                    "mpp",
                    "x402"
                  ],
                  "type": "string"
                },
                "tested": {
                  "enum": [
                    "true",
                    "output",
                    "no-output"
                  ],
                  "type": "string"
                }
              },
              "type": "object"
            },
            "limit": {
              "default": 5,
              "maximum": 5,
              "minimum": 1,
              "type": "integer"
            },
            "outcome": {
              "description": "Concrete software-service need or deliverable.",
              "maxLength": 2400,
              "minLength": 8,
              "type": "string"
            },
            "request_id": {
              "description": "Stable purchase idempotency key.",
              "maxLength": 200,
              "minLength": 8,
              "type": "string"
            },
            "search": {
              "default": "all",
              "enum": [
                "all",
                "exact",
                "terms",
                "semantic",
                "hybrid"
              ],
              "type": "string"
            }
          },
          "required": [
            "request_id",
            "outcome"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "additionalProperties": false,
          "properties": {
            "analysis": {
              "type": "object"
            },
            "eligibleTotal": {
              "type": "integer"
            },
            "entities": {
              "items": {
                "type": "object"
              },
              "maxItems": 5,
              "type": "array"
            },
            "excluded": {
              "items": {
                "type": "object"
              },
              "type": "array"
            },
            "excludedTotal": {
              "type": "integer"
            },
            "idempotentReplay": {
              "type": "boolean"
            },
            "marketplace": {
              "type": "object"
            },
            "needsResearchTotal": {
              "type": "integer"
            },
            "nextAction": {
              "anyOf": [
                {
                  "type": "object"
                },
                {
                  "type": "null"
                }
              ]
            },
            "ok": {
              "const": true,
              "type": "boolean"
            },
            "paidShortlist": {
              "additionalProperties": false,
              "properties": {
                "generatedAt": {
                  "format": "date-time",
                  "type": "string"
                },
                "id": {
                  "pattern": "^psl_[a-f0-9]{32}$",
                  "type": "string"
                },
                "paidAt": {
                  "format": "date-time",
                  "type": "string"
                },
                "payment": {
                  "type": "object"
                },
                "priceUsd": {
                  "const": "0.001",
                  "type": "string"
                },
                "requestId": {
                  "type": "string"
                }
              },
              "required": [
                "id",
                "requestId",
                "priceUsd",
                "generatedAt",
                "paidAt"
              ],
              "type": "object"
            },
            "reply": {
              "type": "string"
            },
            "total": {
              "type": "integer"
            }

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