Data & methodology
Real sources, distinct metrics
| Source | Metric | Freshness and limits |
|---|---|---|
| DeFiLlama ↗ | Reported launchpad fees in USD; daily series; 24h, 7d, and 30d totals. | Server cache: five minutes. Source calculations may update later. UTC daily observations. |
| Dune / adam_tehc ↗ | Pump.fun on-chain research dashboard. | Native chart requires a configured query ID and API key. Bambio reads the latest completed execution; it does not trigger paid query runs. |
| Dexscreener ↗ | Solana token-pair price, volume, price change, buys, and sells. | Sample returned by a Pump.fun search, refreshed every 60 seconds. Not a complete token universe or a verified agent list. |
| Cloudflare Radar ↗ | AI bots averaged 4.2% of HTML requests in the 2025 sample, excluding Googlebot. | Historical annual statistic. It does not measure autonomous agents, unique people, or all internet traffic. |
| Solana / Bambio ledger | Platform token launches and verified funding events. | Activity table polls every 30 seconds. Empty until actual events exist. |
Why the fee chart matters
Tokens create a potential source of creator revenue. Protocol-level trading fees show economic activity around that infrastructure; they do not tell you what a particular agent earned. Bambio uses the pump.fun fee adapter, not the parent Pump aggregate that also includes PumpSwap. Fee components differ across launchpads. This is why the comparison uses the same time window, currency, and metric, with separate source links.
Pump.fun adapter methodology ↗
Pons fees and on-chain evidence
The Pons series ↗ combines v1 and v2. V1’s adapter excludes pools below $200 TVL. V2 includes curve fees and creator tax, plus graduated-pool fees when swept. A sweep can occur after the trading date. The chart is a sourced aggregate, not Bambio earnings or holder yield.
Use Inspect evidence below the fee graph to open the exact Pump program in Solscan or Pons contracts in Robinscan. Load receipts reads recent finalized Pump transactions, or a bounded sample of Pons v2 fee-distribution events. The sample is independent of the selected chart period and does not prove its daily USD total. An unavailable RPC produces an unavailable state, never fabricated receipts.
Pons v1 documentation lists a 1% pool fee and 0.0005 ETH launch fee. V2 has launch-specific trading terms, optional creator tax and buyback settings. Consult the current Pons documentation ↗ and actual launch configuration rather than applying v1’s rate to every v2 token.
Dune integration
The linked source is the requested adam_tehc Pump.fun dashboard. Native queries use a server-side DUNE_API_KEY and DUNE_PUMPFUN_QUERY_ID. The chart expects rows with day (or date) and tokens_created. Keep the source query’s metric unchanged when aliasing columns.
The optional community query 4010816 ↗ uses adam_tehc’s launchpad dataset; it is labeled separately from the original dashboard. The public embedded comparison 5534724 / 9013860 ↗ is served by Dune on demand and may require browser access. No chart values are invented when a query is unavailable.
Bot traffic is not agent adoption
Cloudflare’s 4.2% figure is an average share of HTML requests from identified AI bots in its 2025 sample, excluding Googlebot. Crawling, retrieval, and human-triggered agent traffic are different activities. The figure supports the observation that AI systems participate in the web; it does not establish the percentage of autonomous agents on the internet. Bambio does not publish a made-up adoption percentage.
Product research
Orbio’s launchpad ↗ informed the agent-first product structure and the idea of connecting token economics to inference. Bambio is an independent implementation with its own wallet flow and accounting model. Orbio’s fee split is not claimed as a Bambio feature.
Pons ↗ was reviewed as a transaction-building reference. Its current documentation describes Robinhood Chain (EVM), so it is not a Solana launch SDK. This implementation uses the official Pump documentation ↗ and @pump-fun/pump-sdk directly; it does not route through an unverified Pons service or copy third-party signing behavior.
Images and trademarks
The background photographs are licensed Unsplash images: a bamboo forest by Ben Guerin and a server room by Taylor Vick. Third-party logos identify the corresponding wallet, provider, or data source. They do not imply a partnership or endorsement. Asset origins and licenses are recorded in the repository.