AI Index / Crypto and Web3 developer tools

Best Crypto and Web3 developer tools

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.

Updated weekly49 samples5 enginesmethodology

Sample: 49 AI answers · Window: Jul 7, 2026Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)

What is the best crypto and web3 developer tools?

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.

#ProductShareTrendEngines
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 68.690%

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 53.478.8%

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 41.368.1%

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 37.564.4%

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 37.564.4%

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 35.662.5%

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 33.760.6%

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 31.958.7%

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 3056.7%

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 26.452.8%

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 22.948.7%

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 22.948.7%

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 22.948.7%

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 22.948.7%

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 21.246.6%

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 21.246.6%

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 21.246.6%

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 21.246.6%

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 19.544.5%

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 19.544.5%

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 17.842.4%

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 16.240.3%

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 16.240.3%

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 14.638.1%

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 14.638.1%

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 14.638.1%

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 1335.9%

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 1335.9%

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 11.533.6%

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 1031.4%

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 1031.4%

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 1031.4%

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 8.529%

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 8.529%

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 8.529%

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 7.126.7%

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 7.126.7%

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 7.126.7%

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 7.126.7%

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 5.724.2%

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 5.724.2%

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 5.724.2%

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 4.421.8%

5 mentions · avg pos 1

first pick 20%

GROK 14.3%PERPLEXITY 28.6%
Claim
44
Node.js

nodejs.org

10.2%

95% CI 4.421.8%

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 4.421.8%

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 3.219.2%

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 3.219.2%

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 3.219.2%

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 3.219.2%

4 mentions · avg pos 12

first pick 0%

GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1%
Claim
50
Mocha

8.2%

95% CI 3.219.2%

4 mentions · avg pos 12

first pick 0%

GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 7.1%
Claim
51
dRPC

8.2%

95% CI 3.219.2%

4 mentions · avg pos 12

first pick 0%

GROK 57.1%
Claim
52
Embark

6.1%

95% CI 2.116.5%

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 2.116.5%

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 2.116.5%

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 2.116.5%

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 2.116.5%

3 mentions · avg pos 11

first pick 0%

GEMINI 14.3%PERPLEXITY 7.1%
Claim
57
GetBlock

6.1%

95% CI 2.116.5%

3 mentions · avg pos 12.7

first pick 0%

GROK 28.6%CHATGPT 14.3%
Claim
58
MythX

mythx.io

6.1%

95% CI 2.116.5%

3 mentions · avg pos 13.3

first pick 0%

GEMINI 14.3%CLAUDE 14.3%
Claim
59
Hardhat Network

6.1%

95% CI 2.116.5%

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 2.116.5%

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 2.116.5%

3 mentions · avg pos 20.7

first pick 0%

GEMINI 21.4%
Claim
62
Blockscout

6.1%

95% CI 2.116.5%

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 2.116.5%

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 2.116.5%

3 mentions

first pick 0%

PERPLEXITY 21.4%
Claim
65
ConnectKit

4.1%

95% CI 1.113.7%

2 mentions · avg pos 1

first pick 50%

GROK 14.3%CLAUDE 14.3%
Claim
66
Waffle

4.1%

95% CI 1.113.7%

2 mentions · avg pos 8.5

first pick 0%

GEMINI 14.3%
Claim
67
Kaleido

kaleido.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 9.5

first pick 0%

GEMINI 7.1%PERPLEXITY 7.1%
Claim
68
Docker

docker.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 11

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
69
Kubernetes

kubernetes.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 11

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
70
Aderyn

4.1%

95% CI 1.113.7%

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 1.113.7%

2 mentions · avg pos 13

first pick 0%

GEMINI 7.1%PERPLEXITY 7.1%
Claim
72
Terraform

terraform.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 14.5

first pick 0%

GEMINI 14.3%
Claim
73
Pyth

pyth.network

4.1%

95% CI 1.113.7%

2 mentions · avg pos 15

first pick 0%

GEMINI 7.1%CLAUDE 14.3%
Claim
74
Pulumi

4.1%

95% CI 1.113.7%

2 mentions · avg pos 15.5

first pick 0%

GEMINI 14.3%
Claim
75
MetaMask Snap

metamask.io

4.1%

95% CI 1.113.7%

2 mentions · avg pos 16

first pick 0%

GROK 14.3%GEMINI 7.1%
Claim
76
CircleCI

circleci.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 20

first pick 0%

GEMINI 14.3%
Claim
77
Ceramic

4.1%

95% CI 1.113.7%

2 mentions · avg pos 22.5

first pick 0%

GEMINI 7.1%CLAUDE 14.3%
Claim
78
Filecoin

filecoin.io

4.1%

95% CI 1.113.7%

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 1.113.7%

2 mentions · avg pos 28

first pick 0%

GEMINI 14.3%
Claim
80
Phantom

phantom.com

4.1%

95% CI 1.113.7%

2 mentions · avg pos 33

first pick 0%

GEMINI 7.1%CHATGPT 14.3%
Claim
81
GitHub Actions

4.1%

95% CI 1.113.7%

2 mentions · avg pos 37.5

first pick 0%

GEMINI 7.1%CHATGPT 14.3%
Claim
82
Substrate

substrate.io

4.1%

95% CI 1.113.7%

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 1.113.7%

2 mentions

first pick 0%

PERPLEXITY 14.3%
Claim
84
Coursera

coursera.org

2%

95% CI 0.410.7%

1 mentions · avg pos 1

first pick 100%

GROK 14.3%
Claim
85
Medusa

2%

95% CI 0.410.7%

1 mentions · avg pos 1

first pick 100%

CLAUDE 14.3%
Claim
86
Vyper

2%

95% CI 0.410.7%

1 mentions · avg pos 3

first pick 0%

GROK 14.3%
Claim
87
Kalp Studio

kalp.studio

2%

95% CI 0.410.7%

1 mentions · avg pos 4

first pick 0%

GEMINI 7.1%
Claim
88
ApeWorx

2%

95% CI 0.410.7%

1 mentions · avg pos 6

first pick 0%

GEMINI 7.1%
Claim
89
Tatum

2%

95% CI 0.410.7%

1 mentions · avg pos 7

first pick 0%

GEMINI 7.1%
Claim
90
AllNodes

allnodes.com

2%

95% CI 0.410.7%

1 mentions · avg pos 8

first pick 0%

CLAUDE 14.3%
Claim
91
Web3.py

2%

95% CI 0.410.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 7.1%
Claim
92
Ganache CLI

2%

95% CI 0.410.7%

1 mentions · avg pos 9

first pick 0%

GEMINI 7.1%
Claim
93
MyEtherWallet

2%

95% CI 0.410.7%

1 mentions · avg pos 9

first pick 0%

GEMINI 7.1%
Claim
94
Privy

privy.io

2%

95% CI 0.410.7%

1 mentions · avg pos 13

first pick 0%

CHATGPT 14.3%
Claim
95
@solana/web3.js

2%

95% CI 0.410.7%

1 mentions · avg pos 14

first pick 0%

GEMINI 7.1%
Claim
96
API3

api3.org

2%

95% CI 0.410.7%

1 mentions · avg pos 14

first pick 0%

GEMINI 7.1%
Claim
97
Ansible

2%

95% CI 0.410.7%

1 mentions · avg pos 14

first pick 0%

GEMINI 7.1%
Claim
98
Band Protocol

bandprotocol.com

2%

95% CI 0.410.7%

1 mentions · avg pos 14

first pick 0%

GEMINI 7.1%
Claim
99
Catapulta

2%

95% CI 0.410.7%

1 mentions · avg pos 14

first pick 0%

GEMINI 7.1%
Claim
100
Flare Network

flare.network

2%

95% CI 0.410.7%

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.

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