In 2026, the era of 'brutal growth' in Web3 has ended, and the era of algorithm domination has officially arrived.
🧠 Core logic: from 'spending money' to 'finding people'
In the past, the project party wanted to succeed, and the logic was simple: distribute points, conduct Airdrops, and spend money to buy traffic. What was the result? It attracted a bunch of 'scam studios', the money was burned out, and the users ran away.
What is the current paradigm shift?
On-chain data profile: project parties no longer look at your follower count but at your wallet. How many times have you participated in DeFi lending? How long have you held your blue-chip NFTs?
Algorithmic precise targeting: Platforms like Layer3 or Galxe are becoming the “Toutiao” of Web3. Through algorithms, they push tasks to the most matching real users—not script bots.
🌩️ What does this mean for ordinary people like us?
“Quality accounts” beat “thousand-account farming”: The era of using scripts to generate 1,000 addresses is彻底 over. An address with high net worth, real activity history, and holding major assets (such as $BTC, $ETH, $BNB) may receive a higher weight than 100 blank addresses.
Follow “prediction markets” and “intent trading”:
Future marketing will combine Opinion (OPN) such a prediction market. Project teams will decide whether to grant you early whitelist access or tokens based on your predictions of the market.The rise of AI agents:
If you don’t understand algorithms, let AI help you. In 2026, the hottest AI Agents are helping smart people automatically complete these kinds of “high-value interactions.”
💡 Actionable advice:
Deeply cultivate your on-chain identity: Don’t claim rewards randomly or interact recklessly. Keep your address clean and high-value.
Follow the DePIN and AI tracks: These two areas are currently the most extreme applications of “algorithm-driven growth.”