What AI assistants actually recommend when buyers ask about crypto and web3 developer tools — measured weekly across 5 engines, published as open data.
Updated 2026-08-04 · 49 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 49 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)
Across 49 sampled AI answers from 5 engines, Ethereum is recommended most often — appearing in 81.6% of recommendations, followed by Alchemy (67.3%) and Foundry (55.1%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Ethereum ethereum.org Best for: AI recommends Ethereum most when buyers ask “best developer tools for building Web3 and blockchain applications” (100% of those answers) | 81.6% 95% CI 68.6–90% 40 mentions · avg pos 4.9 first pick 55% | — | GROK 85.7%GEMINI 85.7%CHATGPT 85.7%CLAUDE 85.7%PERPLEXITY 71.4% | Claim |
| 2 | Alchemy alchemy.com Best for: AI recommends Alchemy most when buyers ask “best infrastructure tools for deploying smart contracts and dApps” (100% of those answers) | 67.3% 95% CI 53.4–78.8% 33 mentions · avg pos 9 first pick 3% | — | GROK 100%GEMINI 50%CHATGPT 85.7%CLAUDE 71.4%PERPLEXITY 57.1% | Claim |
| 3 | Foundry Best for: AI recommends Foundry most when buyers ask “best developer tools for building Web3 and blockchain applications” (100% of those answers) | 55.1% 95% CI 41.3–68.1% 27 mentions · avg pos 2.2 first pick 33.3% | — | GROK 57.1%GEMINI 50%CHATGPT 57.1%CLAUDE 57.1%PERPLEXITY 57.1% | Claim |
| 4 | Solidity Best for: AI recommends Solidity most when buyers ask “best developer tools for building Web3 and blockchain applications” (100% of those answers) | 51% 95% CI 37.5–64.4% 25 mentions · avg pos 2.4 first pick 32% | — | GROK 57.1%GEMINI 57.1%CHATGPT 57.1%CLAUDE 57.1%PERPLEXITY 35.7% | Claim |
| 5 | Hardhat Best for: AI recommends Hardhat most when buyers ask “best developer tools for building Web3 and blockchain applications” (100% of those answers) | 51% 95% CI 37.5–64.4% 25 mentions · avg pos 2.5 first pick 56% | — | GROK 42.9%GEMINI 57.1%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 57.1% | Claim |
| 6 | Infura infura.io Best for: AI recommends Infura most when buyers ask “best infrastructure tools for deploying smart contracts and dApps” (100% of those answers) | 49% 95% CI 35.6–62.5% 24 mentions · avg pos 11.8 first pick 0% | — | GROK 85.7%GEMINI 35.7%CHATGPT 71.4%CLAUDE 57.1%PERPLEXITY 28.6% | Claim |
| 7 | QuickNode quicknode.com Best for: AI recommends QuickNode most when buyers ask “which Web3 developer platform has the best multi-chain support” (100% of those answers) | 46.9% 95% CI 33.7–60.6% 23 mentions · avg pos 10.3 first pick 4.3% | — | GROK 57.1%GEMINI 35.7%CHATGPT 85.7%CLAUDE 42.9%PERPLEXITY 35.7% | Claim |
| 8 | Solana Best for: AI recommends Solana most when buyers ask “best developer tools for building Web3 and blockchain applications” (87.5% of those answers) | 44.9% 95% CI 31.9–58.7% 22 mentions · avg pos 14.1 first pick 9.1% | — | GROK 57.1%GEMINI 50%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 35.7% | Claim |
| 9 | OpenZeppelin openzeppelin.com Best for: AI recommends OpenZeppelin most when buyers ask “what should I use to build and test smart contracts on Ethereum” (87.5% of those answers) | 42.9% 95% CI 30–56.7% 21 mentions · avg pos 10.6 first pick 0% | — | GROK 57.1%GEMINI 42.9%CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 42.9% | Claim |
| 10 | React react.dev Best for: AI recommends React most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (100% of those answers) | 38.8% 95% CI 26.4–52.8% 19 mentions · avg pos 12.4 first pick 15.8% | — | GROK 57.1%GEMINI 28.6%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 35.7% | Claim |
| 11 | Remix Best for: AI recommends Remix most when buyers ask “what should I use to build and test smart contracts on Ethereum” (87.5% of those answers) | 34.7% 95% CI 22.9–48.7% 17 mentions · avg pos 5.1 first pick 0% | — | GROK 57.1%GEMINI 57.1%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 12 | Ethers.js ethers.org Best for: AI recommends Ethers.js most when buyers ask “best developer tools for building Web3 and blockchain applications” (75% of those answers) | 34.7% 95% CI 22.9–48.7% 17 mentions · avg pos 10.2 first pick 0% | — | GROK 42.9%GEMINI 50%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 13 | Wagmi wagmi.sh Best for: AI recommends Wagmi most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (100% of those answers) | 34.7% 95% CI 22.9–48.7% 17 mentions · avg pos 11 first pick 17.6% | — | GROK 28.6%GEMINI 28.6%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 28.6% | Claim |
| 14 | viem Best for: AI recommends viem most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (75% of those answers) | 34.7% 95% CI 22.9–48.7% 17 mentions · avg pos 13.1 first pick 11.8% | — | GROK 57.1%GEMINI 14.3%CHATGPT 71.4%CLAUDE 42.9%PERPLEXITY 21.4% | Claim |
| 15 | Truffle trufflesuite.com Best for: AI recommends Truffle most when buyers ask “what should I use to build and test smart contracts on Ethereum” (87.5% of those answers) | 32.7% 95% CI 21.2–46.6% 16 mentions · avg pos 3.9 first pick 0% | — | GROK 57.1%GEMINI 50%CLAUDE 28.6%PERPLEXITY 21.4% | Claim |
| 16 | WalletConnect walletconnect.com Best for: AI recommends WalletConnect most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (100% of those answers) | 32.7% 95% CI 21.2–46.6% 16 mentions · avg pos 11.7 first pick 6.3% | — | GROK 28.6%GEMINI 21.4%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 28.6% | Claim |
| 17 | thirdweb thirdweb.com Best for: AI recommends thirdweb most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (75% of those answers) | 32.7% 95% CI 21.2–46.6% 16 mentions · avg pos 11.9 first pick 6.3% | — | GROK 71.4%GEMINI 28.6%CHATGPT 57.1%PERPLEXITY 21.4% | Claim |
| 18 | Tenderly Best for: AI recommends Tenderly most when buyers ask “best infrastructure tools for deploying smart contracts and dApps” (100% of those answers) | 32.7% 95% CI 21.2–46.6% 16 mentions · avg pos 12.2 first pick 0% | — | GROK 28.6%GEMINI 28.6%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 28.6% | Claim |
| 19 | Rust Best for: AI recommends Rust most when buyers ask “open-source alternatives to commercial Web3 development platforms” (75% of those answers) | 30.6% 95% CI 19.5–44.5% 15 mentions · avg pos 3.7 first pick 6.7% | — | GROK 57.1%GEMINI 42.9%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 20 | The Graph thegraph.com Best for: AI recommends The Graph most when buyers ask “open-source alternatives to commercial Web3 development platforms” (87.5% of those answers) | 30.6% 95% CI 19.5–44.5% 15 mentions · avg pos 15.5 first pick 0% | — | GROK 28.6%GEMINI 28.6%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 35.7% | Claim |
| 21 | IPFS ipfs.io Best for: AI recommends IPFS most when buyers ask “open-source alternatives to commercial Web3 development platforms” (87.5% of those answers) | 28.6% 95% CI 17.8–42.4% 14 mentions · avg pos 16.5 first pick 0% | — | GROK 42.9%GEMINI 28.6%CHATGPT 42.9%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 22 | Remix IDE remix.ethereum.org Best for: AI recommends Remix IDE most when buyers ask “what should I use to build and test smart contracts on Ethereum” (62.5% of those answers) | 26.5% 95% CI 16.2–40.3% 13 mentions · avg pos 5.5 first pick 0% | — | GROK 57.1%GEMINI 50%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 23 | Slither Best for: AI recommends Slither most when buyers ask “what should I use to build and test smart contracts on Ethereum” (75% of those answers) | 26.5% 95% CI 16.2–40.3% 13 mentions · avg pos 18.3 first pick 0% | — | GROK 42.9%GEMINI 28.6%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 24 | Ganache Best for: AI recommends Ganache most when buyers ask “what should I use to build and test smart contracts on Ethereum” (87.5% of those answers) | 24.5% 95% CI 14.6–38.1% 12 mentions · avg pos 6.1 first pick 0% | — | GROK 57.1%GEMINI 42.9%PERPLEXITY 14.3% | Claim |
| 25 | Chainstack Best for: AI recommends Chainstack most when buyers ask “best infrastructure tools for deploying smart contracts and dApps” (50% of those answers) | 24.5% 95% CI 14.6–38.1% 12 mentions · avg pos 14 first pick 0% | — | GROK 28.6%GEMINI 14.3%CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 26 | Polygon polygon.technology Best for: AI recommends Polygon most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (87.5% of those answers) | 24.5% 95% CI 14.6–38.1% 12 mentions · avg pos 14.9 first pick 33.3% | — | GROK 42.9%GEMINI 21.4%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 27 | MetaMask Best for: AI recommends MetaMask most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (75% of those answers) | 22.4% 95% CI 13–35.9% 11 mentions · avg pos 13.6 first pick 9.1% | — | GROK 28.6%GEMINI 35.7%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 28 | Rainbow Kit rainbowkit.com Best for: AI recommends Rainbow Kit most when buyers ask “best developer tools for building Web3 and blockchain applications” (50% of those answers) | 22.4% 95% CI 13–35.9% 11 mentions · avg pos 14.2 first pick 9.1% | — | GROK 28.6%GEMINI 14.3%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 29 | Web3.js web3js.org Best for: AI recommends Web3.js most when buyers ask “best developer tools for building Web3 and blockchain applications” (62.5% of those answers) | 20.4% 95% CI 11.5–33.6% 10 mentions · avg pos 12.7 first pick 0% | — | GROK 28.6%GEMINI 50%CHATGPT 14.3% | Claim |
| 30 | Moralis Best for: AI recommends Moralis most when buyers ask “open-source alternatives to commercial Web3 development platforms” (37.5% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 9.2 first pick 0% | — | GROK 42.9%GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 31 | Ankr Best for: AI recommends Ankr most when buyers ask “which Web3 developer platform has the best multi-chain support” (62.5% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 12.8 first pick 11.1% | — | GROK 28.6%GEMINI 7.1%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 32 | Chainlink chain.link Best for: AI recommends Chainlink most when buyers ask “best infrastructure tools for deploying smart contracts and dApps” (50% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 19.4 first pick 0% | — | GROK 42.9%GEMINI 21.4%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 33 | Brownie Best for: AI recommends Brownie most when buyers ask “open-source alternatives to commercial Web3 development platforms” (50% of those answers) | 16.3% 95% CI 8.5–29% 8 mentions · avg pos 4.4 first pick 0% | — | GROK 14.3%GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 34 | Echidna Best for: AI recommends Echidna most when buyers ask “what should I use to build and test smart contracts on Ethereum” (75% of those answers) | 16.3% 95% CI 8.5–29% 8 mentions · avg pos 13.9 first pick 12.5% | — | GROK 14.3%GEMINI 21.4%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 35 | OpenZeppelin Contracts Best for: AI recommends OpenZeppelin Contracts most when buyers ask “what should I use to build and test smart contracts on Ethereum” (50% of those answers) | 16.3% 95% CI 8.5–29% 8 mentions · avg pos 14.8 first pick 0% | — | GROK 42.9%GEMINI 14.3%CHATGPT 28.6%PERPLEXITY 7.1% | Claim |
| 36 | NOWNodes nownodes.io Best for: AI recommends NOWNodes most when buyers ask “which Web3 developer platform has the best multi-chain support” (75% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 5 first pick 42.9% | — | GROK 42.9%GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 37 | Dynamic Best for: AI recommends Dynamic most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (50% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 12.9 first pick 0% | — | GROK 14.3%GEMINI 35.7%CHATGPT 14.3% | Claim |
| 38 | Optimism Best for: AI recommends Optimism most when buyers ask “which Web3 developer platform has the best multi-chain support” (50% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 18.2 first pick 14.3% | — | GROK 42.9%GEMINI 14.3%CHATGPT 28.6% | Claim |
| 39 | Arbitrum Best for: AI recommends Arbitrum most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (62.5% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 22.3 first pick 0% | — | GROK 28.6%GEMINI 7.1%CHATGPT 42.9%CLAUDE 14.3% | Claim |
| 40 | Truffle Suite Best for: AI recommends Truffle Suite most when buyers ask “what should I use to build and test smart contracts on Ethereum” (37.5% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 3.8 first pick 0% | — | GROK 42.9%GEMINI 21.4% | Claim |
| 41 | Anchor Best for: AI recommends Anchor most when buyers ask “best developer tools for building Web3 and blockchain applications” (75% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 15.5 first pick 0% | — | GROK 42.9%GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 42 | VS Code code.visualstudio.com Best for: AI recommends VS Code most when buyers ask “what should I use to build and test smart contracts on Ethereum” (50% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 16 first pick 0% | — | GROK 28.6%GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 43 | Dev.to dev.to Best for: AI recommends Dev.to most when buyers ask “open-source alternatives to commercial Web3 development platforms” (37.5% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 1 first pick 20% | — | GROK 14.3%PERPLEXITY 28.6% | Claim |
| 44 | Node.js nodejs.org | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 15.6 first pick 20% | — | CHATGPT 57.1%CLAUDE 14.3% | Claim |
| 45 | Arweave arweave.org Best for: AI recommends Arweave most when buyers ask “best developer tools for building Web3 and blockchain applications” (37.5% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 18.5 first pick 0% | — | GROK 14.3%GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 46 | Avalanche avax.network Best for: AI recommends Avalanche most when buyers ask “best developer tools for building Web3 and blockchain applications” (37.5% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 2.3 first pick 50% | — | GROK 28.6%GEMINI 7.1%CHATGPT 14.3% | Claim |
| 47 | Coinbase Best for: AI recommends Coinbase most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (62.5% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 8.3 first pick 0% | — | GROK 14.3%GEMINI 14.3%CLAUDE 14.3% | Claim |
| 48 | Web3Modal web3modal.com Best for: AI recommends Web3Modal most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (37.5% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 8.5 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3%CLAUDE 28.6% | Claim |
| 49 | Chai | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 50 | Mocha | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1% | Claim |
| 51 | dRPC | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 12 first pick 0% | — | GROK 57.1% | Claim |
| 52 | Embark | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 4.7 first pick 0% | — | GEMINI 21.4% | Claim |
| 53 | Coinbase Wallet Best for: AI recommends Coinbase Wallet most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (50% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 54 | Tatum SDK tatum.io Best for: AI recommends Tatum SDK most when buyers ask “self-hosted blockchain nodes vs managed Web3 API providers for developers” (37.5% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 7.5 first pick 0% | — | GROK 14.3%GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 55 | OpenZeppelin Test Helpers Best for: AI recommends OpenZeppelin Test Helpers most when buyers ask “what should I use to build and test smart contracts on Ethereum” (37.5% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 9.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 56 | solidity-coverage Best for: AI recommends solidity-coverage most when buyers ask “what should I use to build and test smart contracts on Ethereum” (37.5% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 11 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 57 | GetBlock | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 12.7 first pick 0% | — | GROK 28.6%CHATGPT 14.3% | Claim |
| 58 | MythX mythx.io | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 13.3 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 59 | Hardhat Network | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 15.7 first pick 0% | — | GROK 28.6%CHATGPT 14.3% | Claim |
| 60 | Etherscan etherscan.io Best for: AI recommends Etherscan most when buyers ask “best developer tools for building Web3 and blockchain applications” (37.5% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 18.7 first pick 0% | — | GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 7.1% | Claim |
| 61 | GitLab gitlab.com | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 20.7 first pick 0% | — | GEMINI 21.4% | Claim |
| 62 | Blockscout | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 21.3 first pick 0% | — | GROK 14.3%GEMINI 7.1%CLAUDE 14.3% | Claim |
| 63 | Polkadot polkadot.network | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 30 first pick 0% | — | GROK 14.3%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 64 | F6S f6s.com | 6.1% 95% CI 2.1–16.5% 3 mentions first pick 0% | — | PERPLEXITY 21.4% | Claim |
| 65 | ConnectKit | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 1 first pick 50% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 66 | Waffle | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 8.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 67 | Kaleido kaleido.io | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 9.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 68 | Docker docker.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 11 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 69 | Kubernetes kubernetes.io | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 11 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 70 | Aderyn | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 11.5 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 71 | Solana wallet adapter solana.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 13 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 72 | Terraform terraform.io | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 14.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 73 | Pyth pyth.network | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 7.1%CLAUDE 14.3% | Claim |
| 74 | Pulumi | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 15.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 75 | MetaMask Snap metamask.io | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 16 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 76 | CircleCI circleci.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 20 first pick 0% | — | GEMINI 14.3% | Claim |
| 77 | Ceramic | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 22.5 first pick 0% | — | GEMINI 7.1%CLAUDE 14.3% | Claim |
| 78 | Filecoin filecoin.io | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 24.5 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 79 | Coinbase Commerce commerce.coinbase.com Best for: AI recommends Coinbase Commerce most when buyers ask “how do I add wallet connection and on-chain payments to my web app” (37.5% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 28 first pick 0% | — | GEMINI 14.3% | Claim |
| 80 | Phantom phantom.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 33 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 81 | GitHub Actions | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 37.5 first pick 0% | — | GEMINI 7.1%CHATGPT 14.3% | Claim |
| 82 | Substrate substrate.io | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 44.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 83 | SourceForge sourceforge.net Best for: AI recommends SourceForge most when buyers ask “open-source alternatives to commercial Web3 development platforms” (37.5% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 84 | Coursera coursera.org | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 1 first pick 100% | — | GROK 14.3% | Claim |
| 85 | Medusa | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 86 | Vyper | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 3 first pick 0% | — | GROK 14.3% | Claim |
| 87 | Kalp Studio kalp.studio | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 7.1% | Claim |
| 88 | ApeWorx | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1% | Claim |
| 89 | Tatum | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 7.1% | Claim |
| 90 | AllNodes allnodes.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3% | Claim |
| 91 | Web3.py | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 7.1% | Claim |
| 92 | Ganache CLI | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 7.1% | Claim |
| 93 | MyEtherWallet | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 7.1% | Claim |
| 94 | Privy privy.io | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 13 first pick 0% | — | CHATGPT 14.3% | Claim |
| 95 | @solana/web3.js | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1% | Claim |
| 96 | API3 api3.org | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1% | Claim |
| 97 | Ansible | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1% | Claim |
| 98 | Band Protocol bandprotocol.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1% | Claim |
| 99 | Catapulta | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1% | Claim |
| 100 | Flare Network flare.network | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 7.1% | Claim |
Reading the numbers: Share is a point estimate on 49 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
What AI recommends in adjacent categories — same method, fresh weekly.
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