Last updated: 2026-03-02

Best Attribution Tools for DeFi Protocols

DeFi protocols need attribution tools that track deposits, not just clicks. This guide compares tools through the lens of what DeFi teams actually need: cost per depositor, TVL by channel, and wallet quality scoring.

Why DeFi Needs Different Attribution

Generic Web3 attribution tools track token swaps and NFT mints. DeFi protocols need more: they need to know which campaigns drive sustained deposits, not one-time transactions. A wallet that deposits $50K into your lending pool and stays for 6 months is worth far more than one that swaps $100 and leaves.

TVL Attribution

Which campaigns drive actual deposits? Track TVL growth by marketing channel.

Depositor Quality

Filter airdrop farmers from real users. Score wallets by age, balance, and DeFi history.

Retention Tracking

Do depositors stay after incentives end? Measure D7/D30/D90 retention by source.

Tool Comparison for DeFi

Tool	DeFi Strength	Pricing	Setup
Web3 Trackers	Per-link spend tracking for accurate cost-per-depositor. Wallet quality scoring filters bots. Supports ETH, Base, Solana, TON.	Free tier → $99/mo → $249/mo	15 min, no SDK
Formo	Full product funnel from first visit to on-chain deposit. Cohort analysis for depositor retention.	$159–399/mo	SDK integration (hours)
Spindl	Multi-touch attribution across channels. Audience targeting capabilities.	Sales-led	Sales + onboarding
Addressable	Broad audience intelligence. Links wallet addresses to web identities.	Sales-led ($2K+/mo est.)	Sales + onboarding
Dune	Maximum flexibility. 50+ chains. Custom dashboards for any metric.	Free → $349/mo → $849/mo	SQL queries (technical)
Cookie3	AI-powered audience segmentation. Multi-chain data indexing.	Free tier + paid	SDK integration

Web3 Trackers

Start Free

UTM links + wallet tracking + on-chain monitoring

DeFi strength: Per-link spend tracking for accurate cost-per-depositor. Wallet quality scoring filters bots. Supports ETH, Base, Solana, TON.

Watch out: No product analytics or in-app funnel tracking.

Pricing: Free tier → $99/mo → $249/mo · Setup: 15 min, no SDK

Formo

SDK + wallet intelligence + product analytics

DeFi strength: Full product funnel from first visit to on-chain deposit. Cohort analysis for depositor retention.

Watch out: SDK integration required. Less focused on channel-level ROI.

Pricing: $159–399/mo · Setup: SDK integration (hours)

Spindl

Identity graph + growth platform

DeFi strength: Multi-touch attribution across channels. Audience targeting capabilities.

Watch out: No public pricing. Sales process required.

Pricing: Sales-led · Setup: Sales + onboarding

Addressable

Identity graph + Web2/Web3 analytics

DeFi strength: Broad audience intelligence. Links wallet addresses to web identities.

Watch out: Enterprise pricing ($2K+/mo est.). Sales process required.

Pricing: Sales-led ($2K+/mo est.) · Setup: Sales + onboarding

Dune

SQL-based on-chain analytics

DeFi strength: Maximum flexibility. 50+ chains. Custom dashboards for any metric.

Watch out: Requires SQL skills. No off-chain attribution (clicks, campaigns).

Pricing: Free → $349/mo → $849/mo · Setup: SQL queries (technical)

Cookie3

AI-driven analytics + wallet scoring

DeFi strength: AI-powered audience segmentation. Multi-chain data indexing.

Watch out: Less focused on campaign-level attribution.

Pricing: Free tier + paid · Setup: SDK integration

Key Metrics for DeFi Marketing ROI

Whatever tool you choose, track these DeFi-specific metrics:

Cost Per Depositor (CPD)

Marketing spend ÷ wallets that deposited. Segment by deposit tier ($100+, $1K+, $10K+) for better insights.

TVL per Marketing Dollar

Total deposits attributed to campaign ÷ spend. The most important metric for DeFi protocol growth.

Wallet Quality Score

Filters bots and farmers. Based on wallet age, prior DeFi activity, and balance. Essential for incentivized campaigns.

Post-Incentive Retention

% of depositors still active 30 days after incentives end. Separates sustainable growth from mercenary capital.

How to Choose: Decision Framework

Early-stage DeFi protocol (no budget)

Start with Web3 Trackers free tier for channel-level attribution + Dune for custom on-chain dashboards. Total cost: $0.

Growing protocol ($100-500/mo budget)

Web3 Trackers Starter ($99/mo) for attribution + spend tracking, or Formo ($159/mo) if you need product analytics. Pick based on whether you need channel-level ROI or in-app funnel data.

Funded protocol ($2K+/mo budget)

Evaluate Addressable or Spindl for identity graph capabilities and multi-touch attribution. Worth the sales process if you need audience targeting and retargeting.

Frequently Asked Questions

How is DeFi attribution different from general Web3 attribution?

DeFi attribution focuses on protocol-specific conversions: deposits, liquidity provision, and TVL growth — not just token swaps or NFT mints. The key metric is cost per depositor and TVL attributed per channel, not just wallet connections.

What should DeFi protocols count as a conversion?

The most common: token deposits into your protocol (lending, staking, LP). Some teams also track first governance vote, bridge transactions, or recurring deposits. Pick one primary conversion and stick with it.

Can I track TVL by marketing channel?

Yes — attribution tools that support per-link tracking let you see how much TVL came from each campaign. Create unique tracking links per channel (Twitter, Discord, newsletter, KOL), then monitor depositor wallets for on-chain activity.

How do I filter bots and farmers from real depositors?

Use wallet quality scoring: check wallet age, prior DeFi history, token balance, and transaction patterns. New wallets with no history depositing immediately after an incentive campaign are likely farmers.

Which tool is best for a DeFi protocol with no budget?

Web3 Trackers offers a free tier with basic attribution. Dune is free for public dashboards (SQL required). Cookie3 has a free tier for AI analytics. Start free, upgrade when you have data to justify the spend.

How long does it take to set up DeFi attribution?

Self-serve tools (Web3 Trackers, Cookie3) take 15-30 minutes. SDK-based tools (Formo) take a few hours. Enterprise platforms (Addressable, Spindl) require a sales process and onboarding period.

Start Tracking DeFi Marketing ROI Today

Connect marketing campaigns to protocol deposits. Measure cost per depositor and prove which channels drive TVL. Free tier available.

Start Free Read the Full Guide