Inside the NFT Explorer: Tracking Ethereum NFTs, ERC‑20s, and Smart Contracts

Posted on February 26, 2025

Okay, so check this out—I’ve been poking around NFT transfers lately. I remember the first time I saw an NFT move across the chain. My instinct said something felt off, though I couldn’t pin it immediately. Initially I thought it was just a hype sale, but then I dug into the transaction, traced the token transfer, inspected the contract creation bytecode, and slowly realized there was an automated minting bot at work. Whoa!

Here’s the thing, explorers make that kind of archaeology possible. When you’re watching Ethereum you can read the receipts. On one hand the blockchain is this immutable ledger that records every transfer and approval down to the gas fees and the internal calls; on the other hand it’s messy, with tokens that change standards, proxies, and off-chain metadata links. You need the right tools to parse it reliably. Seriously?

Etherscan often becomes the default explorer for many Ethereum users. I’ve used it for years to confirm txs, inspect contracts, and watch token holders. You can view ERC‑20 token transfers, ERC‑721 ownership changes, even the raw event logs and decoded input data if the contract has source code verified, which makes reverse-engineering workflows much faster. First, check whether the contract is verified on-chain. Hmm…

Check this out—I’ll paste the obvious screenshot at the peak of discovery. It showed the minting pattern, gas spikes, and a handful of wallets interacting repeatedly. I could see approvals flowing in and out, the tokenURI calls resolving to IPFS hashes, and in one case a metadata server that had been changed after minting, which is a little sketchy for provenance. That particular behavior really bugs me as a collector. Really?

Screenshot showing minting transactions, approvals, and tokenURI calls highlighted

How to use an NFT explorer, practically

One practical shortcut is to use the explorer’s token approval and contract verification tools. For quick checks I prefer the UI over raw RPC calls. If you want programmatic access however, the explorer’s APIs and event logs let you stream Transfer events and build a watchlist that alerts on specific tokenIDs, wallet addresses, or mint functions, which in turn powers dashboards and bot detectors. When I teach newcomers I usually point them to a friendly guide like the etherscan blockchain explorer to get started with verified contracts and token trackers. Hmm…

Okay, so how do you actually use an NFT explorer? Start with the token contract address; paste it into the search bar. Look at the token tracker to see total supply, holders list, and transfer history, then open recent transactions to inspect input data and see which wallet initiated the mint and whether the mint call included any suspicious parameters. Also check the “Read Contract” and “Write Contract” tabs for functions that allow changes. Here’s the thing.

Token approvals deserve special attention and frequent audits on your wallet. An approved spender can drain tokens with a single tx. Use the token approval checker on the explorer to find unlimited allowances, then revoke or set allowances to zero using a safe multisig or wallet that presents clear gas estimates to avoid gas griefing attacks. I’m biased, but I always revoke unneeded approvals. Whoa!

Metadata and provenance are another tricky layer. Many NFTs point to IPFS or centralized servers for metadata. If the metadata server is changeable then provenance weakens, even if ownership is solid. Somethin’ about mutable metadata makes me uneasy, and honestly it should make collectors pause and dig deeper. Really look for on‑chain metadata or IPFS CIDs embedded in the tokenURI. Hmm…

For ERC‑20 tokens the workflow is a bit different. Watch Transfer events for large movements, scan the holders list for concentration, and check for unusual minting or burning functions being called by privileged keys. On one hand many tokens are fine and simple; though actually, token projects sometimes include owner‑only mint or blacklist functions that you need to be aware of. Initially I thought token supply was stable, but audits have shown me otherwise. Whoa!

There are a few tools and tricks I use constantly. Watch the “Contract Creator” tx to see how the contract was deployed. Inspect constructor args and any constructor‑level permissions for multisigs or admin keys. Decode function inputs when you can, look up known proxy patterns, and cross‑reference with Etherscan’s verified source to see the human‑readable logic. Don’t forget to check internal transactions for hidden transfers. Really?

APIs let you automate monitoring and alerts. You can poll Transfer and Approval events, build a high‑priority feed for large mints, and create heuristics for bot detection by flagging rapid repetitive mints from the same set of wallets. For devs that’s golden because you can tie an alert to a mitigation workflow or a notification channel. I won’t pretend it’s foolproof — attackers adapt — but it’s a major step up over manual scanning. Hmm…

Okay, final practical checklist before you go look up that sketchy drop: confirm contract verification, inspect recent txs, check token approvals, verify metadata CIDs, and review holder distribution. I’m not 100% sure you’ll catch every novel exploit, but doing those five things catches most common issues. I’m biased toward manual checks even when you automate, because the human eye spots patterns tools miss. Whoa!

FAQ

How do I confirm an NFT’s provenance?

Start by confirming the contract is verified and the tokenURI contains an IPFS CID or immutable hash; then cross‑check mint txs and creator addresses for known collectors or projects. If metadata is hosted on a mutable server, treat provenance with caution and look for archived copies or community attestations.

Can I trust token approval revocation tools?

Mostly yes, but always verify the tx on the explorer and confirm gas costs; use a hardware wallet for approval changes when possible, and consider a multisig for high‑value positions. Somethin’ like that has saved me more than once, very very important.