AI swarm agent that analyzes Virtuals Protocol projects by TVL, volume, holders, FDV, and price trends.
What it does
AI Investment Scout is a Questflow "Swarm" endpoint that accepts natural-language queries about AI agent and Virtuals Protocol investment opportunities. It analyzes real-time on-chain metrics—TVL, 24-hour trading volume, number of holders, fully diluted valuation (FDV), and price trends—to surface projects with high growth potential. The endpoint is powered by Questflow's agent infrastructure and is accessible via the x402 payment protocol.
The endpoint accepts a POST request with a single required field, `input` (a string containing your question or prompt to the agent), and returns a JSON response with a `response` string field containing the agent's analysis. Payment is handled via the x402 protocol on the Base network using USDC (asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913), with a maximum cost of 0.50 USDC per request (500000 in 6-decimal units) and a timeout of up to 1200 seconds.
Documentation beyond the x402 challenge itself is sparse. There is no OpenAPI spec, no dedicated docs page, and no public API reference from Questflow for this specific swarm endpoint. The input/output schema is inferred entirely from the x402 challenge's `outputSchema` field. Questflow's main site describes a broader AI Clone platform for autonomous trading across Polymarket, Pump.fun, OKX, and other markets, but this particular endpoint is narrowly focused on Virtuals Protocol project discovery.
Capabilities
Use cases
- —Ask which Virtuals Protocol projects have the highest TVL or fastest growth
- —Compare key on-chain metrics (volume, holders, FDV) across AI agent tokens
- —Get a quick natural-language summary of promising AI-related crypto projects
- —Screen for newly launched Virtuals ecosystem tokens with strong early traction
Fit
Best for
- —Crypto researchers exploring the Virtuals Protocol ecosystem
- —AI agent token investors looking for data-driven project comparisons
- —Automated pipelines that need on-demand AI project screening via a pay-per-call API
Not for
- —General stock or traditional finance investment analysis
- —Executing trades or placing bets—this endpoint only provides analysis, not execution
- —Users needing detailed historical charting or raw time-series data exports
Quick start
curl -X POST https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611 \
-H "Content-Type: application/json" \
-H "X-PAYMENT: <x402_payment_token>" \
-d '{"input": "What are the top 5 Virtuals Protocol projects by TVL?"}'Example
Request
{
"input": "What are the top 5 Virtuals Protocol projects by TVL?"
}Response
{
"response": "Here are the top 5 Virtuals Protocol projects ranked by TVL: ..."
}Endpoint
Quality
The x402 challenge is live and provides a clear input/output schema, pricing, and payment details. However, there is no OpenAPI spec, no dedicated documentation, and no example responses. The response format is inferred solely from the outputSchema in the 402 challenge. The crawled Questflow site describes the broader platform but offers no specifics about this swarm endpoint's behavior or data sources.
Warnings
- —No OpenAPI spec or dedicated API documentation available
- —Response format and content quality are inferred from the x402 outputSchema only—no real example responses observed
- —This endpoint provides crypto investment-related analysis; outputs should not be treated as financial advice
- —Maximum timeout of 1200 seconds suggests responses may take significant time to generate
- —Exact data sources and freshness of on-chain metrics are unspecified
Citations
- —Endpoint accepts POST with an 'input' string field and returns a 'response' string, per the x402 outputSchemahttps://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611
- —Payment is 0.50 USDC max on Base network (asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913) with 1200s timeouthttps://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611
- —Analyzes TVL, 24-hour volume, number of holders, FDV, and price trends for Virtuals Protocol projectshttps://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611
- —Questflow platform aggregates Polymarket, Pump.fun, OKX, Opinion Labs and other onchain marketshttps://api.questflow.ai