A practical comparison of Spindl, Formo, Web3 Trackers, Safary, and Cookie3 for tracking which marketing campaigns drive on-chain conversions.
If you're running marketing for a crypto project, you've probably faced this question from investors or leadership: "Which campaigns are actually driving users?"
In Web2, this is straightforward—Google Analytics tracks conversions on your website. But in crypto, the real conversions happen on-chain: token swaps, NFT mints, protocol deposits. Your website is just the first touchpoint.
This is where Web3 attribution tools come in. They connect off-chain marketing (ads, influencers, Twitter threads) to on-chain wallet activity.
I've spent the last few months evaluating the options. Here's what I found.
The Problem: Traditional Analytics Can't See On-Chain
Let's say you run a Twitter ad campaign for your DeFi protocol. A user:
- Clicks your ad
- Visits your website
- Connects their wallet
- Later deposits $10K into your protocol
Google Analytics sees steps 1-2. Maybe step 3 if you've set up custom events. But step 4? That happens on Ethereum/Solana/Base—completely invisible to traditional tools.
Web3 attribution solves this by:
- Tracking which campaigns drive wallet connections
- Monitoring those wallets for on-chain activity
- Attributing conversions (swaps, mints, deposits) back to the original campaign
The Main Players in 2026
Here's an overview of the tools I evaluated:
1. Spindl
What it is: The most well-known Web3 attribution platform. Backed by a16z.
Strengths:
- Deep wallet intelligence and identity graphs
- Multi-touch attribution models
- Strong enterprise features
Limitations:
- Sales-led pricing (no public prices)
- Requires demo call to get started
- Better suited for larger teams with budget
Best for: Series A+ projects with dedicated growth teams and budget for enterprise tooling.
2. Formo
What it is: Product analytics + wallet intelligence platform. Positions itself as "Mixpanel for Web3."
Strengths:
- Combines product analytics with attribution
- Wallet profiling and segmentation
- 30+ chain support
Pricing: $159-$399/month (published)
Limitations:
- More focused on product analytics than pure marketing attribution
- Can be complex if you just need campaign tracking
Best for: Teams that want unified product + marketing analytics in one tool.
3. Web3 Trackers
What it is: Self-serve marketing attribution focused on campaign ROI. Think "Google Analytics meets UTM tracking for Web3."
Strengths:
- Self-serve setup (~15 minutes, no sales call)
- Transparent pricing from $99/month
- UTM-style tracking links (familiar to marketers)
- Per-link spend tracking for ROI calculation
- Wallet quality scoring to filter bots
Pricing:
- Free tier: 1 campaign, 50 conversions
- Starter: $99/month
- Growth: $249/month
Limitations:
- Newer platform (launched 2025)
- Currently supports Ethereum, Solana, Base (more chains coming)
- Focused on attribution, not full product analytics
Best for: Early-stage teams that want quick setup and clear ROI metrics without enterprise pricing.
Website: https://web3trackers.com
4. Safary
What it is: Community-focused attribution platform with quest/engagement features.
Strengths:
- Good for community-driven campaigns
- Quest and challenge integration
- Growing community of Web3 marketers
Limitations:
- Less focused on paid advertising attribution
- Better for organic/community campaigns
Best for: Projects with strong community focus and quest-based engagement.
5. Cookie3
What it is: "MarketingFi" platform combining analytics with token incentives.
Strengths:
- Interesting tokenomics angle
- Good data enrichment
Limitations:
- More experimental approach
- Token mechanics add complexity
Best for: Projects interested in incentivized marketing data.
Quick Comparison Table
| Tool | Self-Serve | Starting Price | Focus | Best For |
|---|---|---|---|---|
| Spindl | No | Contact sales | Enterprise attribution | Large teams |
| Formo | Yes | $159/mo | Product + Marketing | Full-stack analytics |
| Web3 Trackers | Yes | $99/mo (free tier) | Marketing ROI | Early-stage, ROI focus |
| Safary | Yes | Varies | Community campaigns | Quest-based growth |
| Cookie3 | Yes | Varies | MarketingFi | Token-incentivized |
How to Choose
Choose Spindl if:
- You have enterprise budget
- You need deep identity graphs and multi-touch attribution
- You have a dedicated growth team
Choose Formo if:
- You want product analytics AND attribution in one tool
- You're already using Mixpanel/Amplitude and want a Web3 equivalent
Choose Web3 Trackers if:
- You want to start tracking today without a sales call
- You need clear cost-per-wallet and ROI metrics
- You're budget-conscious but still want proper attribution
Choose Safary if:
- Your growth is community-driven
- You run quest/challenge campaigns
Setting Up Attribution: A Quick Guide
Regardless of which tool you choose, the basic flow is:
Step 1: Create Tracking Links
Generate UTM-style links for each campaign:
https://yourapp.com/?utm_source=twitter&utm_medium=paid&utm_content=launch_thread
Most tools provide a link builder for this.
Step 2: Capture Wallet Connections
When users connect their wallet on your dApp, the attribution system links that wallet address to the campaign source from step 1.
Step 3: Monitor On-Chain Activity
The tool watches those wallet addresses for conversions—swaps, mints, deposits. When activity happens, it's attributed to the original campaign.
Step 4: Calculate ROI
With spend tracking per campaign, you can calculate:
- Cost per wallet (CPW) = Spend ÷ Wallets acquired
- Cost per conversion = Spend ÷ On-chain conversions
- ROI = (Value generated - Spend) ÷ Spend
What About Dune Analytics?
Dune is excellent for on-chain data exploration but it's not an attribution tool. You can query wallet activity, but you can't connect it to off-chain marketing campaigns without building custom infrastructure.
Use Dune for: Deep on-chain analysis, custom dashboards, research
Use attribution tools for: Connecting marketing spend to on-chain outcomes
Key Metrics to Track
Whatever tool you choose, focus on these metrics:
- Wallet Connect Rate — What % of clicks result in wallet connections?
- Conversion Rate — What % of connected wallets convert on-chain?
- Cost Per Wallet (CPW) — How much are you paying per acquired wallet?
- Wallet Quality Score — Are you attracting real users or bots/farmers?
- Attribution Window Performance — How long after first touch do users convert?
Conclusion
Web3 attribution is still an emerging space, but the tools have matured significantly. You no longer need to fly blind on marketing spend.
My recommendation:
- Start with a self-serve tool (Web3 Trackers, Formo) to prove the value of attribution
- Graduate to enterprise (Spindl) if you need advanced features and have the budget
The key is to start tracking something. Even basic campaign→wallet→conversion tracking is infinitely better than guessing which channels work.
What attribution tools are you using? Drop a comment below—I'd love to hear what's working for different projects.
Resources:
- Web3 Trackers — Self-serve attribution from $99/mo
- How to Track Crypto Marketing ROI — Detailed guide
- Onchain Analytics Guide — Understanding blockchain data for marketing
Top comments (1)
I would like to hear your opinions. What tools do you use for web3 marketing analytics?