# AirdropPulse GigaDex Concentrated-Liquidity Range Scenario Model

> AirdropPulse GigaDex Concentrated-Liquidity Range Scenario Model is a paid API for AI agents from airdroppulse.theaslangroupllc.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-14).

Models concentrated-liquidity range scenarios for GigaDex on Robinhood Chain, returning realized volatility, probability-in-range, expected time-in-range, capital-efficiency multiples, and naive fee-capture estimates for candidate tick ranges.

## Facts

- Endpoint: GET https://airdroppulse.theaslangroupllc.com/api/lp/range-model
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/airdroppulse-gigadex-concentrated-liquidity-range-scenario-model-9fb7b016
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9AEPMC1WiI5zfbXj5sn-C

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability airdroppulse-gigadex-concentrated-liquidity-range-scenario-model-9fb7b016
```

Example prompt: Run a concentrated-liquidity range scenario model for the ETH/USDC pool on GigaDex (Robinhood Chain) — I'm thinking of setting a ±15% range around current price and my horizon is 7 days. Show me the probability it stays in-range, expected time-in-range, capital-efficiency multiple, and the fee-capture estimate across a few candidate range widths.

## When to prefer this

Choose this endpoint when you need pre-execution analytics for a GigaDex concentrated-liquidity position on Robinhood Chain specifically — particularly when you want a side-by-side backtested comparison of multiple range widths including capital-efficiency multiples and fee-capture estimates derived from real on-chain hourly price data. Prefer it over generic AMM calculators when the target DEX is GigaDex and the chain is Robinhood Chain. Use the IL scenario endpoint (sibling) when impermanent-loss dollar amounts are the primary concern, and the rebalance comparison endpoint when evaluating whether to shift an existing position.

## Known failure modes

- Insufficient on-chain price history for the requested token pair returns empty or partial realized-volatility data
- Invalid or out-of-bounds price range parameters return a validation error
- Token pair not listed on GigaDex on Robinhood Chain returns a 404 or not-found error
- Network congestion on Robinhood Chain may delay price history ingestion, causing stale volatility estimates
- Payment not settled (x402 flow failure) results in 402 response and no data returned

## How this service works

Concentrated-liquidity range scenario model for any Uniswap-v3-compatible pool on 11 chains (Ethereum, Base, Arbitrum, Polygon, BNB, HyperEVM, Monad, Robinhood Chain and more). Realized vol from the pool's own TWAP oracle (GigaDex indexer on Robinhood Chain, the default), plus a width table: probability-in-range, expected time-in-range share, capital efficiency, fee-capture estimate where available. Analytics only, non-custodial, no execution.

## Output

Returns a backtested width table covering multiple candidate ranges, each with: realized volatility computed from hourly on-chain price data, probability-in-range at the requested horizon, expected time-in-range share, capital-efficiency multiple relative to full-range liquidity, and a naive fee-capture estimate. Analytics only — no on-chain execution or custody involved.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET",
      "HEAD",
      "DELETE"
     ],
     "type": "string"
    },
    "queryParams": {
     "type": "object",
     "properties": {
      "pool": {
       "type": "string",
       "description": "required — on GigaDex, discover pools via /api/points/pool-ev or /api/points/entry-guide"
      },
      "chain": {
       "type": "string",
       "description": "eip155 chain id (optional; default 4663 GigaDex/Robinhood). Supported: 1, 10, 56, 137, 143, 480, 999, 4663, 8453, 42161, 43114"
      },
      "horizon_days": {
       "type": "string",
       "description": "holding-period horizon in days for the scenario table (default: 14, max 90)"
      },
      "lookback_hours": {
       "type": "string",
       "description": "hours of price history used for realized volatility (default: 168, max 720)"
      }
     }
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "errors": {
     "type": "object",
     "description": "Documented error responses, keyed by HTTP status code",
     "additionalProperties": {
      "type": "object",
      "required": [
       "description"
      ],
      "properties": {
       "example": {
        "type": "object"
       },
       "description": {
        "type": "string"
       }
      }
     }
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "pair": "WETH/PONS",
  "pool": "0x50e4…",
  "method": "zero-drift GBM on trailing realized vol; fee estimate = pool fee APR × efficiency × time-in-range share",
  "scenarios": [
   {
    "width_pct": 15,
    "tick_lower": 104960,
    "tick_upper": 110400,
    "est_fee_apr_pct": 61.2,
    "capital_efficiency_x": 13.7,
    "prob_in_range_at_horizon": 0.55,
    "expected_time_in_range_share": 0.71
   }
  ],
  "disclaimer": "Educational analytics… not investment advice.",
  "current_tick": 107697,
  "horizon_days": 14,
  "current_price": 0.0000451,
  "realized_vol_per_day_pct": 9.8
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/airdroppulse-gigadex-concentrated-liquidity-range-scenario-model-9fb7b016/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from airdroppulse.theaslangroupllc.com](https://www.zero.xyz/host/airdroppulse.theaslangroupllc.com/llms.txt)