GM Builders!
When a human buys something, checkout asks one question. Is this payment good?
When an AI agent buys something, checkout has to answer three.
Who registered this agent and how is it paying? What did the user actually authorise it to do? And how risky is the kens answer the first. Signed mandates answer the second. Only behaviour answers the third.
chainaware.ai/blog/verifying…
When a human buys something, checkout asks one question. Is this payment good?
When an AI agent buys something, checkout has to answer three.
Who registered this agent and how is it paying? What did the user actually authorise it to do? And how risky is the kens answer the first. Signed mandates answer the second. Only behaviour answers the third.
chainaware.ai/blog/verifying…
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AI agents are starting to make purchases on behalf of people.
So here’s a question for payment providers and merchants:
How do you assess risk when there’s no human clicking, typing or browsing at checkout?
Autonomous agents change the signals a checkout can see.
We believe entity is only part of the answer. You also need to understand how the agent behaves and the behaviour of the operator behind it.
We explore this in our new article 👇
chainaware.ai/blog/agentic-c…
#AgenticCommerce #AIAgents
So here’s a question for payment providers and merchants:
How do you assess risk when there’s no human clicking, typing or browsing at checkout?
Autonomous agents change the signals a checkout can see.
We believe entity is only part of the answer. You also need to understand how the agent behaves and the behaviour of the operator behind it.
We explore this in our new article 👇
chainaware.ai/blog/agentic-c…
#AgenticCommerce #AIAgents
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More AI agents are joining the ecosystem, but registration numbers only tell us part of the story.
Who controls these agents?
Where does their funding come from?
What does the owner’s on-chain history look like?
These are some of the signals we look at when assessing agent an agent an identity is one thing. Understanding the behaviour behind it is another.
Our latest ERC-8004 tracker 👇
chainaware.ai/blog/erc-8004-…
#AgentTrust #ERC8004 #Web3
Who controls these agents?
Where does their funding come from?
What does the owner’s on-chain history look like?
These are some of the signals we look at when assessing agent an agent an identity is one thing. Understanding the behaviour behind it is another.
Our latest ERC-8004 tracker 👇
chainaware.ai/blog/erc-8004-…
#AgentTrust #ERC8004 #Web3
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We’ve been tracking rug pull activity week by week, and the latest numbers are worth looking at.
$43.4M extracted in Week 42.
$52.1M in Week 43.
$50.7M in Week 44.
The four-week stretch above $62M has ended, but we’re still seeing tens of millions extracted every week.
The w reached $1.39B in 2026.
Here are the latest reports 👇
chainaware.ai/blog/topics/ne…
#DeFi #CryptoSecurity
$43.4M extracted in Week 42.
$52.1M in Week 43.
$50.7M in Week 44.
The four-week stretch above $62M has ended, but we’re still seeing tens of millions extracted every week.
The w reached $1.39B in 2026.
Here are the latest reports 👇
chainaware.ai/blog/topics/ne…
#DeFi #CryptoSecurity
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We talk a lot about AI agents and what they can do.
But here’s something worth thinking about: how much do we actually know about the people or wallets behind these agents?
An agent can have a registered identity, but that doesn’t automatically make it trustworthy.
When we ed agents, more than half landed in the Elevated Risk or Untrusted tiers.
That’s why the behavioural side of agent trust matters.
We explore this in our KYA article 👇
chainaware.ai/blog/know-your…
#KYA #AIAgents
But here’s something worth thinking about: how much do we actually know about the people or wallets behind these agents?
An agent can have a registered identity, but that doesn’t automatically make it trustworthy.
When we ed agents, more than half landed in the Elevated Risk or Untrusted tiers.
That’s why the behavioural side of agent trust matters.
We explore this in our KYA article 👇
chainaware.ai/blog/know-your…
#KYA #AIAgents
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Binance lost $6.3B in 20 minutes.
ChainAware flagged the attacker wallet at 97.6% fraud - 37 hours before.
Rules-based security was built for human attackers.
When the adversary is AI, you have to protect with AI.
New article 👇
chainaware.ai/blog/ai-advers…
ChainAware flagged the attacker wallet at 97.6% fraud - 37 hours before.
Rules-based security was built for human attackers.
When the adversary is AI, you have to protect with AI.
New article 👇
chainaware.ai/blog/ai-advers…
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GM Web3 Founders & Builders!
Are you showing users what they actually need, or simply what you want them to see?
DeFi users have different histories, interests and intentions. A generic onboarding experience cannot account for all of them.
ChainAware helps projects understand wallI Growth Agents to turn those insights into personalised prompts and calls to action.
Make every interaction more relevant. Give users a clearer path to take action.
👉 chainaware.ai/blog/why-defi-…
#Web3 #DeFi #GrowthAgents #Web3Growth #UserAcquisition
Are you showing users what they actually need, or simply what you want them to see?
DeFi users have different histories, interests and intentions. A generic onboarding experience cannot account for all of them.
ChainAware helps projects understand wallI Growth Agents to turn those insights into personalised prompts and calls to action.
Make every interaction more relevant. Give users a clearer path to take action.
👉 chainaware.ai/blog/why-defi-…
#Web3 #DeFi #GrowthAgents #Web3Growth #UserAcquisition
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In data we trust.
Here’s a snapshot of ChainAware’s proprietary data moat.
Choose wisely who you trust. 👀
👉chainaware.ai/resources/stat…
Here’s a snapshot of ChainAware’s proprietary data moat.
Choose wisely who you trust. 👀
👉chainaware.ai/resources/stat…
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What if a wallet you're about to interact with is linked to a major crypto exploit?
Here's what ChainAware Wallet Investigation showed in this report.
The address was identified as the Ronin Bridge exploiter, confirmed to belong to the Lazarus Group, with multiple sanctions d addresses mapped in the same cluster.
This goes beyond checking whether a wallet is flagged.
Wallet Investigation brings identity, activity, AML exposure, risk signals and related addresses into one structured report.
Before you trust a wallet, find out what's behind it.
👉 chainaware.ai/investigation
Here's what ChainAware Wallet Investigation showed in this report.
The address was identified as the Ronin Bridge exploiter, confirmed to belong to the Lazarus Group, with multiple sanctions d addresses mapped in the same cluster.
This goes beyond checking whether a wallet is flagged.
Wallet Investigation brings identity, activity, AML exposure, risk signals and related addresses into one structured report.
Before you trust a wallet, find out what's behind it.
👉 chainaware.ai/investigation
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We ran the Binance hacker’s wallet through our AML Investigation tool.
One inbound counterparty links back to an address that fed 315 rug pulls... Plus three high fraud inbounds ...
chainaware.ai/investigation/…
This wallet didn’t appear from nowhere. The criminal network was s before $6.3B left Binance.
Forensics documents. Predictive stops it.
#BinanceHack
One inbound counterparty links back to an address that fed 315 rug pulls... Plus three high fraud inbounds ...
chainaware.ai/investigation/…
This wallet didn’t appear from nowhere. The criminal network was s before $6.3B left Binance.
Forensics documents. Predictive stops it.
#BinanceHack
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The Mercado Bitcoin attacker didn't just steal keys. They prepared for 8 hours first — building a wallet that looked clean.
It didn't fool the model. 90.29% fraud by end of the warming phase — hours before a single dollar was swept.
The fix isn't better key security alone. The funds go before the transfer is authorized.
Enter Transaction Monitoring.
#BlockchainSecurity #CryptoFraud #TransactionMonitoring
It didn't fool the model. 90.29% fraud by end of the warming phase — hours before a single dollar was swept.
The fix isn't better key security alone. The funds go before the transfer is authorized.
Enter Transaction Monitoring.
#BlockchainSecurity #CryptoFraud #TransactionMonitoring
🇧🇷 MERCADO BITCOIN SAYS ITS HACK HIT $36.3 MILLION IN CRYPTO, AND IT HAS FROZEN $12.9 MILLION SO FAR
Brazil's largest crypto exchange says only its hot wallets, the online wallets it uses for daily deposits and withdrawals, were hit. Most of its assets sit in offline cold wallets.
Tether, Circle, BRL1, Paxos and Chainalysis helped freeze the funds, up from $11 million on Monday, the exchange said in an update.
The platform is still offline, with deposits, withdrawals and trading suspended. Mercado Bitcoin says customers won't lose any assets and their balances remain recorded.
It says it can't yet tell whether the attack is linked to the Binance hack.
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Here you see Transaction Monitoring in action on a DeFi application.
If an address behaves suspiciously, you will be notified immediately.
If only Binance would use Transaction Monitoring to help protect its customers…
👉 chainaware.ai/transaction-mo…
#Binance #CryptoSecurity ctionMonitoring
If an address behaves suspiciously, you will be notified immediately.
If only Binance would use Transaction Monitoring to help protect its customers…
👉 chainaware.ai/transaction-mo…
#Binance #CryptoSecurity ctionMonitoring
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GM Degens!
Ever wondered what a wallet has been doing before you interact with it?
Who does it transact with?
Where do its funds come from?
Do funds keep moving between the same group of addresses?
Does it have links to known flagged wallets?
ChainAware Wallet Investigation ogether in one structured report, covering wallet activity, counterparties, connected clusters, AML exposure and risk assessment.
Don’t interact with an address blindly. Investigate first.
👉 chainaware.ai/investigation
Ever wondered what a wallet has been doing before you interact with it?
Who does it transact with?
Where do its funds come from?
Do funds keep moving between the same group of addresses?
Does it have links to known flagged wallets?
ChainAware Wallet Investigation ogether in one structured report, covering wallet activity, counterparties, connected clusters, AML exposure and risk assessment.
Don’t interact with an address blindly. Investigate first.
👉 chainaware.ai/investigation
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2/2
Here’s an example from @smartcredit_io
On its Borrow page, our Growth Agent meets visitors who are exploring borrowing with a prompt to lock in their rate first, then points them to the Protection Agent, which estimates liquidation risk and sends Telegram alerts as it pps make relevant features easier to discover and guide visitors toward meaningful actions.
Give visitors a clearer path to convert.
Here’s an example from @smartcredit_io
On its Borrow page, our Growth Agent meets visitors who are exploring borrowing with a prompt to lock in their rate first, then points them to the Protection Agent, which estimates liquidation risk and sends Telegram alerts as it pps make relevant features easier to discover and guide visitors toward meaningful actions.
Give visitors a clearer path to convert.
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GM Founders!
Web2 growth playbooks weren’t built for DeFi.
Cookies, CRM systems and user profiles rely on a persistent identity. A wallet address doesn’t give you one.
We use on-chain behavioural intelligence to help projects understand wallet activity and predict what users Growth Agents turn those insights into relevant messages and calls to action for each visitor.
DeFi growth needs a different approach.
Read more 👇
chainaware.ai/blog/why-web2-…
Web2 growth playbooks weren’t built for DeFi.
Cookies, CRM systems and user profiles rely on a persistent identity. A wallet address doesn’t give you one.
We use on-chain behavioural intelligence to help projects understand wallet activity and predict what users Growth Agents turn those insights into relevant messages and calls to action for each visitor.
DeFi growth needs a different approach.
Read more 👇
chainaware.ai/blog/why-web2-…
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Founders, how many users visit your product, explore the data and leave without taking action?
Sometimes, the next step simply isn’t clear.
On @smartcredit_io Compare Historical Rates page, ChainAware Growth Agents highlight an opportunity for visitors to put idle assets to ing position.
Don’t just give users information. Help them discover what they can do with it.
👉 chainaware.ai/blog/why-defi-…
Sometimes, the next step simply isn’t clear.
On @smartcredit_io Compare Historical Rates page, ChainAware Growth Agents highlight an opportunity for visitors to put idle assets to ing position.
Don’t just give users information. Help them discover what they can do with it.
👉 chainaware.ai/blog/why-defi-…
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Let’s check the zkLink hack from October 29th.
ChainAware predictive analytics flagged the attacker’s wallet as fraud after the first 22 ETH transaction.
Most of the stolen funds could have been prevented.
No analysis paralysis, no recovery would have been necceary.
ChainAware predictive analytics flagged the attacker’s wallet as fraud after the first 22 ETH transaction.
Most of the stolen funds could have been prevented.
No analysis paralysis, no recovery would have been necceary.
🚨Blockaid detected an ongoing exploit on @zkLink_Official bridge on ethereum.
Used a public relayer to inject a forged batch root on Ethereum, then finalized ETH and ERC20 withdrawals from zkLink Nova L1 escrow to attacker-chosen receivers.
~$786k drained from L1 ETH escrow and ERC20 bridge so far. Attack still ongoing.🧵
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Getting users to interact with your product is only part of the journey.
What matters next is helping them discover actions that bring more value.
ChainAware Growth Agents can surface contextual prompts based on the user’s journey.
Here’s an example from ChainAware: while n report, the prompt suggests screening business partners at scale.
Give users a reason to go deeper into your product.
👉 chainaware.ai/blog/why-defi-…
What matters next is helping them discover actions that bring more value.
ChainAware Growth Agents can surface contextual prompts based on the user’s journey.
Here’s an example from ChainAware: while n report, the prompt suggests screening business partners at scale.
Give users a reason to go deeper into your product.
👉 chainaware.ai/blog/why-defi-…
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Web3 Founders, a returning visitor is another opportunity to drive engagement and conversions.
But showing users the same generic welcome message every time won’t necessarily encourage them to explore further.
SmartCredit.io uses ChainAware Growth Agents to surface its portfolio page, the agent welcomes users back and points them towards exploring their portfolio exposure by category.
Don’t just bring users back. Give them a reason to take the next step.
👉 chainaware.ai/blog/why-defi-…
But showing users the same generic welcome message every time won’t necessarily encourage them to explore further.
SmartCredit.io uses ChainAware Growth Agents to surface its portfolio page, the agent welcomes users back and points them towards exploring their portfolio exposure by category.
Don’t just bring users back. Give them a reason to take the next step.
👉 chainaware.ai/blog/why-defi-…
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The cumulative hacks in web3 is 98B, recovered is 7B.
Apparently, recovery is not working well.
What about preventing future hacks with ChainAware predictive analytics?
👉de.fi/rekt-database
Apparently, recovery is not working well.
What about preventing future hacks with ChainAware predictive analytics?
👉de.fi/rekt-database
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OK @binance - we checked your hacker, back in time (block time).
After the first Binance transaction, our predictive AI flagged that wallet as fraud...
Forensic tools document what happened.
Predictive tools stop it before it happens.
#BinanceHack
After the first Binance transaction, our predictive AI flagged that wallet as fraud...
Forensic tools document what happened.
Predictive tools stop it before it happens.
#BinanceHack
‼️ UPDATE ON THE BINANCE HACK:
Whoever emptied a Binance hot wallet had 50 authorisations signed with that wallet's own private key, on-chain data shows.
Under Ethereum's EIP-7702, an authorisation is a signed permission that lets a wallet hand control of itself to code.
Each wallet's next transaction number, its nonce. Binance's wallet was still sending transactions, so that number kept moving.
The sender didn't know which number would be live, so they packed all 50 into one transaction, Blockaid says. One matched.
That one installed a sweeper contract on the wallet. Blockaid found that only the Tornado Cash-funded sender can operate it.
Minutes later it emptied the wallet of $1.6B in USDT, 167,464 ETH and 60+ other tokens.
Only that key, or the system that holds it, can produce those signatures. How the sender got them is unknown.
Across Ethereum, Bitcoin and Tron, at least $5.57B left Binance-linked wallets.
Binance says user funds are "completely safe" but has not explained how.
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Web3 founders, here's a question worth asking:
Are your users failing to convert because they aren't interested, or because the next useful action isn't obvious?
Solportfolio.io uses ChainAware Growth Agents to highlight rebalancing instructions when portfolio positions s, improving the user journey starts with making the right action more visible.
Want to see how wallet-aware personalization can help your dApp? 👇
👉 chainaware.ai/blog/why-defi-…
Are your users failing to convert because they aren't interested, or because the next useful action isn't obvious?
Solportfolio.io uses ChainAware Growth Agents to highlight rebalancing instructions when portfolio positions s, improving the user journey starts with making the right action more visible.
Want to see how wallet-aware personalization can help your dApp? 👇
👉 chainaware.ai/blog/why-defi-…
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GM Founders, GM Builders!!
Getting visitors to your dApp is one thing. Getting them to take the next step is another.
SmartCredit.io uses ChainAware Growth Agents to surface relevant prompts across different pages.
On its lending page, the agent points visitors to the o another page, and the message changes to fit the context.
Make feature discovery easier. Give visitors a clearer path to conversion.
More info: chainaware.ai/blog/why-defi-…
Getting visitors to your dApp is one thing. Getting them to take the next step is another.
SmartCredit.io uses ChainAware Growth Agents to surface relevant prompts across different pages.
On its lending page, the agent points visitors to the o another page, and the message changes to fit the context.
Make feature discovery easier. Give visitors a clearer path to conversion.
More info: chainaware.ai/blog/why-defi-…
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GM Builders!
What if your dApp could recognize a wallet instead of greeting every visitor the same way?
MemePortfolio uses ChainAware Growth Agents to deliver personalized prompts that change based on each visitor’s wallet and on-chain behavior.
Same site. A greeting that the visit.
👉 chainaware.ai/blog/why-defi-…
What if your dApp could recognize a wallet instead of greeting every visitor the same way?
MemePortfolio uses ChainAware Growth Agents to deliver personalized prompts that change based on each visitor’s wallet and on-chain behavior.
Same site. A greeting that the visit.
👉 chainaware.ai/blog/why-defi-…
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GM Founders!
What if your dApp knew when someone was ready to explore something deeper? 👀
On our own site, someone who has run 154 trust screens sees this prompt: “You’ve run 154 trust screens, time to audit your counterparties,” with a link to Agent Trust Score.
That's a reading what a visitor has been doing and suggesting the next step that fits.
Here’s more info 👉 chainaware.ai/blog/why-defi-…
What if your dApp knew when someone was ready to explore something deeper? 👀
On our own site, someone who has run 154 trust screens sees this prompt: “You’ve run 154 trust screens, time to audit your counterparties,” with a link to Agent Trust Score.
That's a reading what a visitor has been doing and suggesting the next step that fits.
Here’s more info 👉 chainaware.ai/blog/why-defi-…
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You’ve checked 73 wallets. Time to check your own. 👀
That’s the kind of personalized prompt Growth Agents can deliver, using a visitor’s on-chain behavior to make the next step more relevant.
Instead of showing every wallet the same message, give visitors a reason to explore 👉 chainaware.ai/blog/why-defi-…
That’s the kind of personalized prompt Growth Agents can deliver, using a visitor’s on-chain behavior to make the next step more relevant.
Instead of showing every wallet the same message, give visitors a reason to explore 👉 chainaware.ai/blog/why-defi-…
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Someone launches a new token. The chart looks interesting. People start paying attention.
But what do you know about the wallet behind the contract? 🤔
Paste the address into ChainAware Wallet Investigation to get a report covering its on-chain activity, rug pulls and honeypots level, AML exposure and an overall assessment.
Before you buy the story, look at the wallet behind it.
🔎 chainaware.ai/investigation
But what do you know about the wallet behind the contract? 🤔
Paste the address into ChainAware Wallet Investigation to get a report covering its on-chain activity, rug pulls and honeypots level, AML exposure and an overall assessment.
Before you buy the story, look at the wallet behind it.
🔎 chainaware.ai/investigation
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GM Founders!
Imagine two wallets visiting your dApp.
One sees "Your DeFi depth opens up more than most wallets see here."
The other sees "Your first steps on-chain are already working in your favour."
Why should both see the same message? 🤔
ChainAware Growth Agents read a ior and personalize the headline and call to action the moment it connects.
Same dApp. A message that fits each wallet.
See how it works 👇
chainaware.ai/blog/why-defi-…
Imagine two wallets visiting your dApp.
One sees "Your DeFi depth opens up more than most wallets see here."
The other sees "Your first steps on-chain are already working in your favour."
Why should both see the same message? 🤔
ChainAware Growth Agents read a ior and personalize the headline and call to action the moment it connects.
Same dApp. A message that fits each wallet.
See how it works 👇
chainaware.ai/blog/why-defi-…
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GM Founders !
What does your dApp say to a wallet it knows nothing about? 🤔
Usually the same generic banner as everyone else. And fewer than 10% of connecting wallets ever transact.
ChainAware Growth Agents read a wallet's history, likely intentions and risk profile, then s the moment it connects.
Same dApp. Different message for every wallet.
See how wallet personalization works 👇
chainaware.ai/blog/why-defi-…
What does your dApp say to a wallet it knows nothing about? 🤔
Usually the same generic banner as everyone else. And fewer than 10% of connecting wallets ever transact.
ChainAware Growth Agents read a wallet's history, likely intentions and risk profile, then s the moment it connects.
Same dApp. Different message for every wallet.
See how wallet personalization works 👇
chainaware.ai/blog/why-defi-…
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Cookies, logins, email capture and retargeting all need one thing: a persistent user identity.
DeFi has wallet addresses instead, and most connecting wallets never give you an email at all.
So why are teams still running Web2 growth stacks on wallet traffic? 🤔
ChainAware uses elligence to help you understand a wallet’s experience, likely intentions and risk profile the moment it connects, so you can personalize the experience from the start.
Learn about our Growth Agents 👉 chainaware.ai/blog/why-web2-…
DeFi has wallet addresses instead, and most connecting wallets never give you an email at all.
So why are teams still running Web2 growth stacks on wallet traffic? 🤔
ChainAware uses elligence to help you understand a wallet’s experience, likely intentions and risk profile the moment it connects, so you can personalize the experience from the start.
Learn about our Growth Agents 👉 chainaware.ai/blog/why-web2-…
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More AI agents are joining ERC-8004. But are they becoming more trustworthy?
Week 41 saw new registrations jump 55.3% to 10,706.
Yet the median Agent Trust Score for that week’s new agents fell to 101/1000, the lowest since tracking began.
More agents doesn’t automatically an agent before relying on it 👇
chainaware.ai/agent-trust-sc…
More info: chainaware.ai/blog/erc-8004-…
Week 41 saw new registrations jump 55.3% to 10,706.
Yet the median Agent Trust Score for that week’s new agents fell to 101/1000, the lowest since tracking began.
More agents doesn’t automatically an agent before relying on it 👇
chainaware.ai/agent-trust-sc…
More info: chainaware.ai/blog/erc-8004-…
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$266.7M extracted through tracked rug pulls in just four weeks.
Weeks 38 to 41 are the four largest weeks of 2026. Before Week 38, no week passed $62.0M.
While everyone hunts the next 100x, check what you're buying.
Check rug pull risk before you ape in.
👉 chainaware.ai/rug-pull-detec…
More info: chainaware.ai/blog/rug-pull-…
Weeks 38 to 41 are the four largest weeks of 2026. Before Week 38, no week passed $62.0M.
While everyone hunts the next 100x, check what you're buying.
Check rug pull risk before you ape in.
👉 chainaware.ai/rug-pull-detec…
More info: chainaware.ai/blog/rug-pull-…
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Ever looked at a wallet and wondered what it’s been creating behind the scenes?
With ChainAware Wallet Investigation, you can dig deeper into wallet activity, tokens created, deployed contracts and potential risk signals.
Investigate your next address:
👉chainaware.ai/investigation
With ChainAware Wallet Investigation, you can dig deeper into wallet activity, tokens created, deployed contracts and potential risk signals.
Investigate your next address:
👉chainaware.ai/investigation
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GM Degens!
Doing on-chain research on a wallet? Don't stop at its transaction history.
What has it deployed and created? Are there rug pull, honeypot or other fraud signals worth investigating?
ChainAware Wallet Investigation brings wallet activity, identity details and risk e structured report.
Put your next address under the microscope 🔎
👉 chainaware.ai/investigation
Doing on-chain research on a wallet? Don't stop at its transaction history.
What has it deployed and created? Are there rug pull, honeypot or other fraud signals worth investigating?
ChainAware Wallet Investigation brings wallet activity, identity details and risk e structured report.
Put your next address under the microscope 🔎
👉 chainaware.ai/investigation
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A wallet is more than a string of characters.
It can have a history of deploying contracts, creating tokens, or being involved in rug pulls and honeypots.
The question is how to make sense of that activity.
ChainAware Wallet Investigation turns on-chain analysis into a identity details, activity summaries and risk findings.
Put the address under investigation.
👉 chainaware.ai/investigation
It can have a history of deploying contracts, creating tokens, or being involved in rug pulls and honeypots.
The question is how to make sense of that activity.
ChainAware Wallet Investigation turns on-chain analysis into a identity details, activity summaries and risk findings.
Put the address under investigation.
👉 chainaware.ai/investigation
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$1.1 billion stolen through rug pulls in 2026.
No headlines. No KOLs asking how this keeps happening. Nobody talks about this.
Everybody screams about minor hacks. $1.1B in rug pulls? Silence.
The money is gone. But most of it didn’t have to be - the warning signs were there rug pull risk before you invest:
chainaware.ai/rugpullcheck
No headlines. No KOLs asking how this keeps happening. Nobody talks about this.
Everybody screams about minor hacks. $1.1B in rug pulls? Silence.
The money is gone. But most of it didn’t have to be - the warning signs were there rug pull risk before you invest:
chainaware.ai/rugpullcheck
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Your wallet has a history, whether you pay attention to it or not.
Every on-chain interaction contributes to the record associated with that address.
ChainAware Reputation Score turns wallet history into a score, giving you another way to examine an address’s on-chain profile.
let’s reputation?
Check it for free.
👉chainaware.ai/reputation-sco…
Every on-chain interaction contributes to the record associated with that address.
ChainAware Reputation Score turns wallet history into a score, giving you another way to examine an address’s on-chain profile.
let’s reputation?
Check it for free.
👉chainaware.ai/reputation-sco…
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GM Degens!
A successful buy and sell doesn’t automatically make a token safe.
The contract could still contain permissions or mechanics worth examining.
Can the owner mint more tokens?
Is liquidity unlocked?
Are there owner-controlled risks?
ChainAware Token Audit helps you sks before making a decision.
For free 👉chainaware.ai/token-audit
A successful buy and sell doesn’t automatically make a token safe.
The contract could still contain permissions or mechanics worth examining.
Can the owner mint more tokens?
Is liquidity unlocked?
Are there owner-controlled risks?
ChainAware Token Audit helps you sks before making a decision.
For free 👉chainaware.ai/token-audit
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Before you interact with an AI agent, ask three questions.
Who funded it?
Has its owner been linked to rug pulls?
Is it one of many agents controlled by the same operator?
ChainAware Agent Trust Score checks all three through funding address analysis, rug pull history and fleet Check the agent before you trust it.
Free to check 👇
chainaware.ai/agent-trust-sc…
Who funded it?
Has its owner been linked to rug pulls?
Is it one of many agents controlled by the same operator?
ChainAware Agent Trust Score checks all three through funding address analysis, rug pull history and fleet Check the agent before you trust it.
Free to check 👇
chainaware.ai/agent-trust-sc…
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What if the same on-chain behavioral intelligence could help you answer two questions?
Can we trust this wallet?
How should we engage this user?
Our 32 open-source agents cover both. 17 focus on fraud detection. The other 15 use the same behavioral intelligence for growth use onboarding, messaging and upsells.
And every Growth Tech agent checks the fraud score first.
Explore the agents 👇
github.com/ChainAware/beh…
Can we trust this wallet?
How should we engage this user?
Our 32 open-source agents cover both. 17 focus on fraud detection. The other 15 use the same behavioral intelligence for growth use onboarding, messaging and upsells.
And every Growth Tech agent checks the fraud score first.
Explore the agents 👇
github.com/ChainAware/beh…
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A token can have thousands of holders. But what does that community actually look like?
We checked Token Rank’s community analytics for OPENLOOT, a gaming token on BNB Chain with 2,976 holders.
Among holders with a high intention score, Trade and Lend lead by a wide margin. The dashboard also breaks down holder behavior by risk profile, wallet age, transaction count, balance, and protocol activity.
Holder count tells you how many wallets hold a token. On-chain behavior gives you more context about those holders.
👉 chainaware.ai/token-rank
We checked Token Rank’s community analytics for OPENLOOT, a gaming token on BNB Chain with 2,976 holders.
Among holders with a high intention score, Trade and Lend lead by a wide margin. The dashboard also breaks down holder behavior by risk profile, wallet age, transaction count, balance, and protocol activity.
Holder count tells you how many wallets hold a token. On-chain behavior gives you more context about those holders.
👉 chainaware.ai/token-rank
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Which chains are attracting the most ERC-8004 agents?
BNB Chain: 365,104
Base: 98,124
Ethereum: 52,285
Five more chains account for the remaining 4,830.
That’s 520,343 agents indexed on ChainAware, up 14.2% this month.
Knowing which chain an agent is on is only half the y one, check who controls it.
👉chainaware.ai/agent-trust-sc…
BNB Chain: 365,104
Base: 98,124
Ethereum: 52,285
Five more chains account for the remaining 4,830.
That’s 520,343 agents indexed on ChainAware, up 14.2% this month.
Knowing which chain an agent is on is only half the y one, check who controls it.
👉chainaware.ai/agent-trust-sc…
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$1.1B+ has now been extracted through rug pulls tracked in 2026.
And the latest numbers are getting even more concerning.
Week 38 saw $70.7M extracted.
Week 39 added another $67.1M.
That's $137.8M across just two weeks, the two biggest weeks of the year.
Rug events also rose 39.
Full breakdown:
chainaware.ai/blog/rug-pull-…
Check any token before you buy, free:
chainaware.ai/rug-pull-detec…
And the latest numbers are getting even more concerning.
Week 38 saw $70.7M extracted.
Week 39 added another $67.1M.
That's $137.8M across just two weeks, the two biggest weeks of the year.
Rug events also rose 39.
Full breakdown:
chainaware.ai/blog/rug-pull-…
Check any token before you buy, free:
chainaware.ai/rug-pull-detec…
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518,885 AI agents are now indexed on ERC-8004.
That's a lot of agents.
But 83,668 of them are flagged as part of a Sybil fleet.
16.12% of the entire indexed population.
One operator, many agents, all looking independent.
The agent economy is growing, and so is the need to agent.
Full Week 40 breakdown:
chainaware.ai/blog/erc-8004-…
That's a lot of agents.
But 83,668 of them are flagged as part of a Sybil fleet.
16.12% of the entire indexed population.
One operator, many agents, all looking independent.
The agent economy is growing, and so is the need to agent.
Full Week 40 breakdown:
chainaware.ai/blog/erc-8004-…
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GM Degens!
You’ve probably never thought about your wallet having a reputation.
It already does.
Every swap, every protocol, every risky bet you’ve made is sitting on-chain, permanently.
ChainAware turns that on-chain history into a Reputation Score, FREE to check.
Av
You’ve probably never thought about your wallet having a reputation.
It already does.
Every swap, every protocol, every risky bet you’ve made is sitting on-chain, permanently.
ChainAware turns that on-chain history into a Reputation Score, FREE to check.
Av
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A 100/100 risk score, but honeypot detection passed.
That’s exactly why a contract audit needs to look beyond whether you can buy and sell.
ChainAware Token Audit flagged this contract High Risk because it found:
• Unlocked liquidity
• No mint cap, allowing the owner to controlled rug vectors
Buy and sell both passed.
The rest of the contract told a different story.
👉chainaware.ai/token-audit
That’s exactly why a contract audit needs to look beyond whether you can buy and sell.
ChainAware Token Audit flagged this contract High Risk because it found:
• Unlocked liquidity
• No mint cap, allowing the owner to controlled rug vectors
Buy and sell both passed.
The rest of the contract told a different story.
👉chainaware.ai/token-audit
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Gm Degens!
A token having thousands of holders sounds good.
But who are those holders?
Are they actually behaving like independent users?
ChainAware Token Rank looks at holder quality using on-chain behavioral data and ranks tokens accordingly.
Holder count is one thing. er.
👉chainaware.ai/token-rank
A token having thousands of holders sounds good.
But who are those holders?
Are they actually behaving like independent users?
ChainAware Token Rank looks at holder quality using on-chain behavioral data and ranks tokens accordingly.
Holder count is one thing. er.
👉chainaware.ai/token-rank
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A token being in the CoinGecko top 10,000 doesn’t tell you whether its contract is low-risk.
ChainAware audited 12,998 contracts from that group.
The result:
55.2% High Risk
25.1% Suspicious
18.7% Clean
1% Confirmed Honeypots
These aren’t random newly launched tokens.
d already made it into the top 10,000 by market cap.
Before looking at the chart, look at the contract.
More info 👉 chainaware.ai/blog/token-aud…
ChainAware audited 12,998 contracts from that group.
The result:
55.2% High Risk
25.1% Suspicious
18.7% Clean
1% Confirmed Honeypots
These aren’t random newly launched tokens.
d already made it into the top 10,000 by market cap.
Before looking at the chart, look at the contract.
More info 👉 chainaware.ai/blog/token-aud…
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Airdrop scams aren’t always obvious.
The token can look legitimate.
The contract can look clean.
The claim page can look convincing.
But the wallet behind the airdrop might have a history too.
Previous scam activity, mass token distributions, interactions with known drainer r on-chain behavior can leave traces.
ChainAware Fraud Detector analyzes that behavioral history and returns a fraud probability score before you interact.
And for the associated contract, Rug Pull Detector adds another layer by analyzing creator behavior and liquidity-provider history.
Don’t just check the airdrop. Check who is behind it.
More info: chainaware.ai/blog/best-web3…
The token can look legitimate.
The contract can look clean.
The claim page can look convincing.
But the wallet behind the airdrop might have a history too.
Previous scam activity, mass token distributions, interactions with known drainer r on-chain behavior can leave traces.
ChainAware Fraud Detector analyzes that behavioral history and returns a fraud probability score before you interact.
And for the associated contract, Rug Pull Detector adds another layer by analyzing creator behavior and liquidity-provider history.
Don’t just check the airdrop. Check who is behind it.
More info: chainaware.ai/blog/best-web3…
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10K+ users on ChainAware.ai 🚀
We’re grateful to everyone using ChainAware and trusting us to build the infrastructure around safer, smarter Web3.
Our mission is focused on two major Web3 growth bottlenecks:
• Fraud
• Growth
In the coming days, we’re launching Agents built for Web3 apps.
And on the fraud side, we’re launching an updated AI system for predicting fraud before it happens, giving protocols an earlier signal to act.
Now we’re building for the next 10M 🚀
We’re grateful to everyone using ChainAware and trusting us to build the infrastructure around safer, smarter Web3.
Our mission is focused on two major Web3 growth bottlenecks:
• Fraud
• Growth
In the coming days, we’re launching Agents built for Web3 apps.
And on the fraud side, we’re launching an updated AI system for predicting fraud before it happens, giving protocols an earlier signal to act.
Now we’re building for the next 10M 🚀
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Token founders, this one's for you.
ChainAware Token Rank evaluates the quality of your token's holders using on-chain behavioural data and ranks your token accordingly.
Projects can now submit their token to be added to the ranking system.
Select your network, submit your chedule a meeting.
👉 chainaware.ai/order-token-ra…
ChainAware Token Rank evaluates the quality of your token's holders using on-chain behavioural data and ranks your token accordingly.
Projects can now submit their token to be added to the ranking system.
Select your network, submit your chedule a meeting.
👉 chainaware.ai/order-token-ra…
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GM Builders!
You don’t just want to know who touched your protocol. You want to know when their risk changes.
We checked ChainAware Transaction Monitoring today.
10,168 wallets watched.
8 transacted.
421 in the highest risk band.
It continuously monitors connected wallets and s.
Here’s more info: chainaware.ai/learn/complian…
You don’t just want to know who touched your protocol. You want to know when their risk changes.
We checked ChainAware Transaction Monitoring today.
10,168 wallets watched.
8 transacted.
421 in the highest risk band.
It continuously monitors connected wallets and s.
Here’s more info: chainaware.ai/learn/complian…
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A wallet gets caught rugging a token. Flagged. Abandoned.
Then a new wallet shows up, funded by the old one, and starts registering AI agents.
A whole fleet of them.
On the surface, every agent looks clean.
New wallet.
No history.
Nothing obvious to flag.
But ChainAware ’t stop at the agent’s wallet.
It traces the connected funding and ownership signals back to the source, so that history can follow the fleet.
That’s the point of Agent Trust Score.
Free to check any agent 💯
More on how it works: chainaware.ai/blog/agent-tru…
Then a new wallet shows up, funded by the old one, and starts registering AI agents.
A whole fleet of them.
On the surface, every agent looks clean.
New wallet.
No history.
Nothing obvious to flag.
But ChainAware ’t stop at the agent’s wallet.
It traces the connected funding and ownership signals back to the source, so that history can follow the fleet.
That’s the point of Agent Trust Score.
Free to check any agent 💯
More on how it works: chainaware.ai/blog/agent-tru…
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GM Founders!
You don't need to reach every crypto user.
You need to reach the right wallets.
A wallet already tells you what someone trades, which protocols they use, and how experienced they actually are, the same signal a KOL's follower count can't give you at any price.
signal instead of renting an audience.
👉 chainaware.ai/blog/eb3-kol-m…
You don't need to reach every crypto user.
You need to reach the right wallets.
A wallet already tells you what someone trades, which protocols they use, and how experienced they actually are, the same signal a KOL's follower count can't give you at any price.
signal instead of renting an audience.
👉 chainaware.ai/blog/eb3-kol-m…
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Week 36 alone saw $62M extracted through rug pulls.
That pushed ChainAware’s running total past $900M.
Then Week 37 came in differently:
$36.2M extracted, down 42%.
But rug-pull events were up 12%.
The headline number changed. The underlying activity didn’t disappear.
every week, not just the headline number. Check any token free before you're in next week's count.
👉 chainaware.ai/blog/rug-pull-…
That pushed ChainAware’s running total past $900M.
Then Week 37 came in differently:
$36.2M extracted, down 42%.
But rug-pull events were up 12%.
The headline number changed. The underlying activity didn’t disappear.
every week, not just the headline number. Check any token free before you're in next week's count.
👉 chainaware.ai/blog/rug-pull-…
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