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mirrored listing x402 solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdpeip155:8453eip155:143

Detect AI-generated text: overall verdict with confidence, AI/human/AI-assisted fractions,

Detect AI-generated text: overall verdict with confidence, AI/human/AI-assisted fractions, and a segment-by-segment breakdown with per-segment humanizer flags. Price scales with length: $0.06 per 100 words, rounded up; minimum $0.06

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60000 (raw units)
price
4
calls / 30d
2
unique payers
2026-08-29
updated

Provider

glim.sh · discovered, not yet claimed by its owner

Payment (x402 accepts[])

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    "amount": "60000",
    "maxTimeoutSeconds": 300
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]

Output schema

{
  "bazaar": {
    "info": {
      "input": {
        "body": {
          "text": "Detection quality depends on length, so pass at least a paragraph of the text you want scored rather than a single sentence."
        },
        "bodyType": "json",
        "method": "POST",
        "type": "http"
      },
      "output": {
        "example": {
          "confidence": "High",
          "cost_usd": 0.12,
          "fraction_ai": 0.7854,
          "fraction_ai_assisted": 0,
          "fraction_human": 0.2146,
          "headline": "AI Detected",
          "num_ai_assisted_segments": 0,
          "num_ai_segments": 1,
          "num_human_segments": 1,
          "prediction": "We believe that this text is a mix of AI and human-written content.",
          "prediction_short": "Mixed",
          "segments": [
            {
              "ai_assistance_score": 0.1847,
              "confidence": "High",
              "end_index": 232,
              "humanizer_score": 0,
              "is_humanized": false,
              "label": "Human",
              "preview": "I found the answer by the way... Just a simple wrong sequence...",
              "score": 0.1847,
              "start_index": 0,
              "text": "I found the answer by the way...\nJust a simple wrong sequence of sentences in...",
              "token_length": 56,
              "word_count": 42,
              "word_end": 42,
              "word_start": 1
            },
            {
              "ai_assistance_score": 0.8038,
              "confidence": "High",
              "end_index": 1081,
              "humanizer_score": 0.0191,
              "is_humanized": false,
              "label": "AI-Generated",
              "preview": "Gives this answer: Yes, I'm Claude 3.5 Sonnet. My knowledge...",
              "score": 0.8038,
              "start_index": 233,
              "text": "Gives this answer:\nYes, I'm Claude 3.5 Sonnet.\nMy knowledge cutoff is April 2...",
              "token_length": 205,
              "word_count": 137,
              "word_end": 179,
              "word_start": 43
            }
          ],
          "tier_used": "premium",
          "version": "4.0",
          "word_count": 179
        },
        "type": "json"
      }
    },
    "schema": {
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "properties": {
        "input": {
          "additionalProperties": false,
          "properties": {
            "body": {
              "description": "Input for POST /api/v1/detect/ai",
              "properties": {
                "text": {
                  "description": "Text to analyze, plain text, 50+ characters, max 20,000. Detection reliability improves with length; very short texts return lower-confidence verdicts.",
                  "minLength": 50,
                  "type": "string"
                }
              },
              "required": [
                "text"
              ],
              "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": {
              "properties": {
                "confidence": {
                  "description": "Confidence carrying the overall verdict: High, Medium, or Low",
                  "type": "string"
                },
                "cost_usd": {
                  "description": "Amount charged for this call, in USD",
                  "type": "number"
                },
                "fraction_ai": {
                  "description": "Fraction of the text judged AI-generated, 0-1",
                  "type": "number"
                },
                "fraction_ai_assisted": {
                  "description": "Fraction judged AI-assisted, 0-1",
                  "type": "number"
                },
                "fraction_human": {
                  "description": "Fraction judged human-written, 0-1",
                  "type": "number"
                },
                "headline": {
                  "description": "Short verdict, e.g. 'AI Generated', 'AI Detected', 'Human Written'",
                  "type": "string"
                },
                "num_ai_assisted_segments": {
                  "description": "Segments labeled AI-Assisted",
                  "maximum": 9007199254740991,
                  "minimum": -9007199254740991,
                  "type": "integer"
                },
                "num_ai_segments": {
                  "description": "Segments labeled AI-Generated",
                  "maximum": 9007199254740991,
                  "minimum": -9007199254740991,
                  "type": "integer"
                },
                "num_human_segments": {
                  "description": "Segments labeled Human",
                  "maximum": 9007199254740991,
                  "minimum": -9007199254740991,
                  "type": "integer"
                },
                "prediction": {
                  "description": "One-sentence verdict in plain English",
                  "type": "string"
                },
                "prediction_short": {
                  "description": "Verdict class: AI, Mixed, or Human",
                  "type": "string"
                },
                "segments": {
                  "description": "Per-segment breakdown, in reading order",
                  "items": {
                    "properties": {
                      "ai_assistance_score": {
                        "description": "Same value as score, under the upstream detector's field name",
                        "type": "number"
                      },
                      "confidence": {
                        "description": "Detector confidence for this segment: High, Medium, or Low",
                        "type": "string"
                      },
                      "end_index": {
                        "description": "Character offset just past this segment's last word in the text you submitted (exclusive)",
                        "maximum": 9007199254740991,
                        "minimum": -9007199254740991,
                        "type": "integer"
                      },
                      "humanizer_score": {
                        "description": "Humanizer likelihood, 0-1.",
                        "type": "number"
                      },
                      "is_humanized": {
                        "description": "True when this segment reads as AI output passed through a paraphrasing/'humanizer' tool. Absent means not evaluated, not false.",
                        "type": "boolean"
                      },
                      "label": {
                        "description": "Detector verdict for this segment (e.g. 'AI-Generated', 'Human')",
                        "type": "string"
                      },
                      "preview": {
                        "description": "Opening excerpt of the segment",
                        "type": "string"
                      },
                      "score": {
                        "description": "AI-assistance score for this segment, 0-1",
                        "type": "number"
                      },
                      "start_index": {
                        "description": "Character offset of this segment's first word in the text you submitted",
                        "maximum": 9007199254740991,
                        "minimum": -9007199254740991,
                        "type": "integer"
                      },
                      "text": {
                        "description": "Full text of this segment, sliced from the text you submitted",
                        "type": "string"
                      },
                      "token_length": {
                        "description": "Tokens in this segment, as counted by the detector",
                        "maximum": 9007199254740991,
                        "minimum": -9007199254740991,
                        "type": "integer"
                      },
                      "word_count": {
                        "maximum": 9007199254740991,
                        "minimum": -9007199254740991,
                        "type": "integer"
                      },
                      "word_end": {
                        "description": "1-based word position where this segment ends",
                        "maximum": 9007199254740991,
                        "minimum": -9007199254740991,
                        "type": "integer"
                      },
                      "word_start": {
                        "description": "1-based word position where this segment starts",
                        "maximum": 9007199254740991,
                        "minimum": -9007199254740991,
                        "type": "integer"
                      }
                    },
                    "required": [
                      "label",
                      "score",
                      "ai_assistance_score",
                      "confidence",
                      "text",
                      "word_start",
                      "word_end",
                      "word_count",
                      "token_length",
                      "start_index",
                      "end_index",
                      "preview"
                    ],
                    "type": "object"
                  },
                  "type": "array"
                },
                "tier_used": {
                  "const": "premium",
                  "description": "Deprecated: always 'premium' - every call runs the single remaining (highest-accuracy) detection class. Retained for backward compatibility.",
                  "type": "string"
                },
                "version": {
                  "description": "Detector model version that produced this verdict (e.g. '4.0')",
                  "type": "string"
                },
                "word_count": {
                  "description": "Words analyzed",
                  "maximum": 9007199254740991,
                  "minimum": -9007199254740991,
                  "type": "integer"
                }
              },
              "required": [
                "headline",
                "prediction",
                "prediction_short",
                "fraction_ai",
                "fraction_ai_assisted",
                "fraction_human",
                "num_ai_segments",
                "num_ai_assisted_segments",
                "num_human_segments",
                "confidence",
                "version",
                "word_count",
                "tier_used",
                "cost_usd",
                "segments"
              ],
              "type": "object"
            },
            "type": {
              "type": "string"
            }
          },
          "required": [
            "type"
          ],
          "type": "object"
        }
      },
      "required": [
        "input"
      ],
      "type": "object"
    }
  }
}

Use it

curl

curl "https://glim.sh/api/v1/detect/ai"
# -> 402 Payment Required, accepts[] lists how to pay
# retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid

JavaScript

const res = await fetch("https://glim.sh/api/v1/detect/ai");
if (res.status === 402) {
  const { accepts } = await res.json();
  // pay one of accepts[] via an x402 client, then retry with the payment header
}

Python

import httpx
res = httpx.get("https://glim.sh/api/v1/detect/ai")
if res.status_code == 402:
    accepts = res.json()["accepts"]
    # pay one of accepts[] via an x402 client, then retry with the payment header

Machine-readable

Everything on this page is also available as clean JSON at /resources/248.json, and this resource appears in /discovery/resources and /discovery/search.