The Book of Rugs: Ape wisdom

Conclusion: Fostering a Culture of Skepticism and Security

This investigation into the ecosystem of cryptocurrency token scanners reveals a complex and rapidly evolving landscape. The proliferation of sophisticated scams like honeypots and rug pulls has necessitated the creation of automated tools to serve as a first line of defense for investors. The analysis confirms that a hierarchy of trustworthiness and utility exists among these platforms.

The most trustworthy tools are those that exhibit a combination of transparent methodologies, strong institutional backing, and wide-scale integration into the broader Web3 ecosystem. In this top tier are platforms like GoPlus Security, with its enterprise-grade data infrastructure and partnerships with major exchanges, and Bubblemaps, whose innovative visualization techniques and verifiable investigative track record have earned it a high degree of credibility, further cemented by its acquisition by Etherscan. TokenSniffer, owned by Solidus Labs, also stands as a generally reliable industry benchmark, valued for its comprehensive initial screening capabilities.

Specialized tools have proven their worth within their specific niches. Honeypot.is is a widely trusted utility for its focused and effective sell-simulation test, while RugCheck.xyz and Sol Sniffer provide essential, chain-specific technical analysis for the Solana ecosystem. However, the narrow scope of these tools means they must be used as part of a larger analytical process. Conversely, platforms with an unclear operational status, such as RugDoc.io, which appears to be largely defunct, should be avoided entirely. Relying on outdated security information is as dangerous as having no information at all.

Despite the utility of the best platforms, this report must conclude with a critical warning: no tool is a panacea. The most dangerous outcome of the rise of automated scanners is the potential for a false sense of security.12 These tools are, by their very nature, reactive. They are programmed to detect known scam patterns, but clever scammers are constantly innovating, creating new exploits that will inevitably bypass today's defenses. An over-reliance on a "100/100" score can lead to complacency and catastrophic losses.

Therefore, the final recommendation of this report is a strategic and philosophical one. The ultimate security tool is not an API or a website; it is an educated, critical, and skeptical investor. The frameworks and checklists provided herein are designed not just to be followed mechanically, but to foster a deeper understanding of the underlying risks. The community must continue to demand transparency—not only from the token projects they invest in, but also from the security platforms that claim to protect them. By combining the power of the best available tools with a disciplined, multi-layered approach to due diligence and an unwavering commitment to critical thinking, investors can more safely navigate the digital minefield and help build a more secure and resilient decentralized future.

Works cited

What Are Honeypot Scams: How to Detect and Avoid Them? - CCN.com, accessed on June 17, 2025, https://www.ccn.com/education/crypto/what-are-honeypot-scams-how-to-detect-and-avoid-them/
How to Avoid 'Rug Pulls,' the Latest Cryptocurrency Scam - NerdWallet, accessed on June 17, 2025, https://www.nerdwallet.com/article/investing/rug-pull
Crypto Scams: How to Spot Honeypot Tokens - Trust Wallet, accessed on June 17, 2025, https://trustwallet.com/blog/security/how-to-spot-honeypot-tokens-scams
Honeypot Crypto Scam Techniques Explained: A Comprehensive Guide - Hacken.io, accessed on June 17, 2025, https://hacken.io/discover/honeypot-scam/
What is a honeypot in crypto? Learn how to spot crypto scams - AdGuard, accessed on June 17, 2025, https://adguard.com/en/blog/what-is-a-honeypot-in-crypto.html
Honeypot Crypto Scam Meaning - Ledger, accessed on June 17, 2025, https://www.ledger.com/academy/glossary/honeypot-crypto-scam
Rugpulls and Honeypots. What they are and how you can avoid them. : r/CryptoCurrency, accessed on June 17, 2025, https://www.reddit.com/r/CryptoCurrency/comments/n76wtr/rugpulls_and_honeypots_what_they_are_and_how_you/
How to Protect Your Investments with a Rug Pull Scanner & DeFi Security Tools, accessed on June 17, 2025, https://solidityscan.com/discover/how-to-protect-your-investments-with-a-rug-pull-scanner-defi-security-tools/
Fake Crypto Tokens: How to Spot a Scam and Protect Your Money - Binance, accessed on June 17, 2025, https://www.binance.com/en/blog/security/fake-crypto-tokens-how-to-spot-a-scam-and-protect-your-money-1983593812931587867
How to identify and avoid fake tokens - IT-Online, accessed on June 17, 2025, https://it-online.co.za/2024/10/28/how-to-identify-and-avoid-fake-tokens/
How crypto scam detection tools can protect your digital assets - OKX Wallet, accessed on June 17, 2025, https://web3.okx.com/learn/how-scam-detection-tools-protect-crypto
Unsure About a Token's Safety and Legitimacy? Token Sniffer Can Help : r/ethtrader, accessed on June 17, 2025, https://www.reddit.com/r/ethtrader/comments/1hkiii4/unsure_about_a_tokens_safety_and_legitimacy_token/
Unsure About a Token's Safety and Legitimacy? Token Sniffer Can Help : r/ethtrader, accessed on June 17, 2025, https://www.reddit.com/r/ethtrader/comments/1hkiii4/unsure_about_a_tokens_safety_and_legitimacy_token/?tl=pt-pt
Token Sniffer Comprehensive Guide & Review - Bitbond, accessed on June 17, 2025, https://www.bitbond.com/resources/token-sniffer-comprehensive-guide-review/
Honeypots - Worth it? : r/sysadmin - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/sysadmin/comments/1iji89l/honeypots_worth_it/
Can anyone help me to fully understand how the honeypots works : r/it - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/it/comments/1fdheo7/can_anyone_help_me_to_fully_understand_how_the/
(PDF) Comprehensive Literature Review on Honey Pot design - ResearchGate, accessed on June 17, 2025, https://www.researchgate.net/publication/388105392_Comprehensive_Literature_Review_on_Honey_Pot_design
What is a Honeypot token and why you should trade with caution! : r/PiNetwork - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/PiNetwork/comments/1jith6x/what_is_a_honeypot_token_and_why_you_should_trade/
Honeypot Scams - CertiK, accessed on June 17, 2025, https://www.certik.com/resources/blog/honeypot-scams
This security tool can detect honeypots and other Web3 scams - Cointelegraph, accessed on June 17, 2025, https://cointelegraph.com/news/this-security-tool-can-detect-honeypots-and-other-web3-scams
Honeypot scams | MetaMask Help Center, accessed on June 17, 2025, https://support.metamask.io/stay-safe/protect-yourself/social-engineering/honeypot-scams/
Solana Rug Pulls & Pump-and-Dumps: What Crypto Institutions Must Know | Solidus Labs, accessed on June 17, 2025, https://www.soliduslabs.com/reports/solana-rug-pulls-pump-dumps-crypto-compliance
CopiumLabs (COPX) ETH:0x5d7bead15888f3e99be29911a710176888572d00 - Token Sniffer, accessed on June 17, 2025, https://tokensniffer.com/token/eth/0x5d7bead15888f3e99be29911a710176888572d00
BSC:0xfd0ca3520609164911559c1e64c6d7e5ff43e4e5 - Token Sniffer, accessed on June 17, 2025, https://tokensniffer.com/token/56/0xfd0ca3520609164911559c1e64c6d7e5ff43e4e5
Python wrapper for RugCheck API - GitHub, accessed on June 17, 2025, https://github.com/ccan23/rugcheck
How to Soft Rug like a Pro on Defi – A Dummy's Guide : r/CryptoCurrency - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/CryptoCurrency/comments/o2ozky/how_to_soft_rug_like_a_pro_on_defi_a_dummys_guide/
How to Detect a Honeypot Crypto Scam | Tangem Blog, accessed on June 17, 2025, https://tangem.com/en/blog/post/honeypot-scam-crypto/
Token Sniffer, accessed on June 17, 2025, https://tokensniffer.com/
bscheck, tokensniffer, scamsniper - what sites do you use to check if a token is legit? : r/CryptoCurrency - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/CryptoCurrency/comments/sjbh90/bscheck_tokensniffer_scamsniper_what_sites_do_you/
Token Sniffer Reviews - 2025 - Slashdot, accessed on June 17, 2025, https://slashdot.org/software/p/Token-Sniffer/
Token Sniffer: smart contracts will hold no more secrets for you! - Summit.io, accessed on June 17, 2025, https://www.summit.io/blog-posts/token-sniffer-smart-contracts-will-hold-no-more-secrets-for-you
Token Sniffer Adds API for Faster Scam Scans - Decrypt : r/CryptoCurrency - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/CryptoCurrency/comments/11mu1jb/token_sniffer_adds_api_for_faster_scam_scans/
Token sniffer - a tool that could possibly keep new investors from going to 0 right away : r/CryptoCurrency - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/CryptoCurrency/comments/12qbmnc/token_sniffer_a_tool_that_could_possibly_keep_new/
Honeypot Detector for BSC/Ethereum | Honeypot Scanner, accessed on June 17, 2025, https://honeypot.is/
6 Tools to Identify a DeFi Scam Token | 1inch.io - Help Center, accessed on June 17, 2025, https://help.1inch.io/en/articles/5363502-6-tools-to-identify-a-defi-scam-token
Guide to Understanding Crypto Honeypots - Cyfrin, accessed on June 17, 2025, https://www.cyfrin.io/blog/what-is-a-crypto-honeypot
Shiro Neko Scam : r/UniSwap - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/UniSwap/comments/1h81k59/shiro_neko_scam/
Worried About Scams in Memecoins : r/UniSwap - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/UniSwap/comments/1dqrajt/worried_about_scams_in_memecoins/
accessed on December 31, 1969, https://www.google.com/search?q=honeypot.is+review+independent
GoPlus Security Project Introduction, Team, Financing and News_RootData, accessed on June 17, 2025, https://www.rootdata.com/Projects/detail/GoPlus%20Security?k=MzgxNw%3D%3D
GoPlus Security price today, GPS to USD live price, marketcap and chart | CoinMarketCap, accessed on June 17, 2025, https://coinmarketcap.com/currencies/goplus-security/
How GoPlus Security Enhances Web3 Security | Crpyto挖矿金金 on Binance Square, accessed on June 17, 2025, https://www.binance.com/en/square/post/21131465076802
What is Goplus Security? Best Web3 Security Inteligence Service - NFTevening, accessed on June 17, 2025, https://nftevening.com/what-is-goplus-security/
GoPlus Security (GPS) Project Analysis-CoinW Institute - Zendesk, accessed on June 17, 2025, https://coinw.zendesk.com/hc/en-us/articles/42381350759065-GoPlus-Security-GPS-Project-Analysis-CoinW-Institute
Go Plus, the largest user-level security platform, receives investment from Binance and plans to issue tokens, accessed on June 17, 2025, https://www.binance.com/en/square/post/18746332696817
GoPlusSecurity/awesome-goplus-security - GitHub, accessed on June 17, 2025, https://github.com/GoPlusSecurity/awesome-goplus-security
How to use the GoPlus for a token security detection - SafePal Help Center, accessed on June 17, 2025, https://safepalsupport.zendesk.com/hc/en-us/articles/11993122295067-How-to-use-the-GoPlus-for-a-token-security-detection
Ftw Black Angus and where to get best value : r/CryptoMarkets - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/CryptoMarkets/comments/1fmb2zt/ftw_black_angus_and_where_to_get_best_value/
What is De.Fi? A DeFi Portfolio Tracker & Crypto Wallet Antivirus - Gate.com, accessed on June 17, 2025, https://www.gate.com/learn/articles/what-is-de-fi-a-de-fi-portfolio-tracker-crypto-wallet-antivirus/5169
De.Fi: DeFi Portfolio Tracker & Crypto Wallet Antivirus, accessed on June 17, 2025, https://de.fi/
How To Identify Spam Blockchain Projects - Migration Letters, accessed on June 17, 2025, https://migrationletters.com/index.php/ml/article/download/10714/7159/26326
DeFi Score Solidity Scanner Tool - Free Smart Contract Audit, accessed on June 17, 2025, https://de.fi/scanner
RugCheck: How To Avoid Token Rugpull Scams | Bitbond, accessed on June 17, 2025, https://www.bitbond.com/resources/rugcheck-how-to-avoid-token-rugpull-scams/
De.Fi Rug Pull Checker: How to Scan for Exploits, accessed on June 17, 2025, https://de.fi/blog/rug-pull-checker-scanner-exploits
The Best Zapper Crypto Dashboard Alternative - De.Fi, accessed on June 17, 2025, https://de.fi/blog/de-fi-zapper-alternative
CoinMarketCap Alternative: The De.Fi SuperApp, accessed on June 17, 2025, https://de.fi/blog/coinmarketcap-alternative-defi-superapp
Thoughts on De.Fi 2.0? : r/defi - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/defi/comments/17jmut0/thoughts_on_defi_20/
GoPlus Security SecWareX Alternative: De.Fi Shield, accessed on June 17, 2025, https://de.fi/blog/goplus-security-secwarex-alternative
Review: De.Fi crypto antivirus & portfolio tracker. Does it work? - YouTube, accessed on June 17, 2025, https://www.youtube.com/watch?v=ljpi4od2ln8
Top 3 Solana Rug Pull detection tools (2025) - Smithii, accessed on June 17, 2025, https://smithii.io/en/top-3-solana-rug-pull-detection-tools/
How to Obtain a Rugcheck API Key and Use Rugcheck API - Apidog, accessed on June 17, 2025, https://apidog.com/blog/rugcheck-api
Solana scam tokens, how to check it? - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/solana/comments/1acx52s/solana_scam_tokens_how_to_check_it/
Solsniffer: Solana's Security And Analytics Platform - Bitbond, accessed on June 17, 2025, https://www.bitbond.com/resources/solsniffer-solanas-security-and-analytics-platform/
What is a Solana Token Sniffer? - Arch Lending, accessed on June 17, 2025, https://archlending.com/blog/solana-token-sniffer
Solsniffer: Solana's Premier Security and Analytics Platform, accessed on June 17, 2025, https://solanacompass.com/projects/solsniffer
Urgent Warning: Solscan Phishing Ad Tops Google Search, Scam Sniffer Alerts Crypto Users | Bitget News, accessed on June 17, 2025, https://www.bitget.com/news/detail/12560604725228
Bubblemaps: Innovative Visuals for Blockchain Data, accessed on June 17, 2025, https://bubblemaps.io/
What is Bubblemaps? Crypto Data Visualization Tool Explained - NFTevening, accessed on June 17, 2025, https://nftevening.com/what-is-bubblemaps/
Bubblemaps, a powerful tool against scams! - Summit.io, accessed on June 17, 2025, https://www.summit.io/blog-posts/bubblemaps-a-powerful-tool-against-scams
What Is Bubblemaps Token (BMT)? - CoinGecko, accessed on June 17, 2025, https://www.coingecko.com/learn/what-is-bubblemaps-token-bmt-crypto
How 'bubble-based' mapping unmasks memecoin rug-pulls and insider threats, accessed on June 17, 2025, https://cointelegraph.com/news/how-bubble-based-mapping-unmasks-memecoin-rug-pulls-and-insider-threats
Bubblemaps: Visual Analytics for the Solana Ecosystem, accessed on June 17, 2025, https://solanacompass.com/projects/bubblemaps
Bubblemaps - One-Page Investment Memo - BlockBase Insights, accessed on June 17, 2025, https://insights.blockbase.co/bubblemaps-one-page-investment-memo/
BscScan Explained: What It Is and How to Use It Effectively - Cointelegraph, accessed on June 17, 2025, https://cointelegraph.com/learn/articles/bscscan-explained
BscScan Explained: How to Track BSC Transactions, Wallets, and Contracts - CryptoCloud, accessed on June 17, 2025, https://cryptocloud.plus/en/blog/block-explorer-bscscan-overview
BscScan explained: What it is and how to use it effectively - OSL, accessed on June 17, 2025, https://osl.com/academy/article/bscscan-explained-what-it-is-and-how-to-use-it-effectively
What is BscScan and How Does it Work? - Token Metrics, accessed on June 17, 2025, https://www.tokenmetrics.com/blog/bscscan
Rugdoc.io Logo & Brand Assets (SVG, PNG and vector) - Brandfetch, accessed on June 17, 2025, https://brandfetch.com/rugdoc.io
An Introduction to RugDoc - This IS Who We Are. - YouTube, accessed on June 17, 2025, https://www.youtube.com/watch?v=KWNNvRg7qi8
One Stop Sites - My Swiss Army Knife : r/CryptoCurrency - Reddit, accessed on June 17, 2025, https://www.reddit.com/r/CryptoCurrency/comments/15c3qyc/one_stop_sites_my_swiss_army_knife/
accessed on December 31, 1969, https://rugdoc.io/
RugDoc Store, accessed on June 17, 2025, https://store.rugdoc.io/
3 Tips to Avoid Crypto Honeypots | The $TRUMP Token, Explained - YouTube, accessed on June 17, 2025, https://www.youtube.com/watch?v=aWZLnh-8ndQ
Privacy Policy - RugDoc Store, accessed on June 17, 2025, https://shop.rugdoc.io/privacy-policy
List of 96 Blockchain Security Tools (2025) - Alchemy, accessed on June 17, 2025, https://www.alchemy.com/dapps/best/blockchain-security-tools
List of 91 Blockchain Auditing Companies (2025) - Alchemy, accessed on June 17, 2025, https://www.alchemy.com/dapps/best/blockchain-auditing-companies
Cyfrin: Blockchain Security, Smart Contract Audits, Developer Education, accessed on June 17, 2025, https://www.cyfrin.io/
How to Conduct a Crypto Security Audit? - SentinelOne, accessed on June 17, 2025, https://www.sentinelone.com/cybersecurity-101/cybersecurity/crypto-security-audit/
CertiK: Largest Blockchain Security Auditor, accessed on June 17, 2025, https://www.certik.com/
Consensys Diligence: Smart Contract Audits, accessed on June 17, 2025, https://diligence.consensys.io/
Smart Contract Audit - CertiK, accessed on June 17, 2025, https://www.certik.com/products/smart-contract-audit