Formo vs Google Analytics 4: DeFi Analytics Comparison (Onchain Attribution, Wallet Intelligence, RPW)

Formo Analytics vs Google Analytics for Crypto: Features & Pricing

Yos Riady

Yos Riady

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Key Takeaways

  • GA4 is widely used for high-level website and mobile app traffic, acquisition, and advertising reporting. Its product analysis is limited, and it has no native wallet identity, wallet intelligence, smart contract data, or onchain attribution.

  • Formo covers those core web and mobile reporting needs, then adds full product analytics, dashboards, BI, marketing and ads attribution, wallet intelligence, smart contract events, onchain conversion, revenue, and retention.

  • Choose Formo for crypto and DeFi apps. It is the more complete analytics and attribution platform for product and marketing teams.

  • GA4 can receive configured wallet and transaction events, but it does not natively join visitors, users, wallets, and blockchain activity.

  • Install Formo within 30 minutes and follow one journey from acquisition source to wallet connect, first transaction, funded wallet, and repeat transaction.

Google Analytics 4 is a common choice for high-level website and mobile app traffic, acquisition, and advertising reporting. Formo covers those needs and adds the product, wallet, and onchain analysis required by crypto and DeFi teams.

Formo is an analytics and attribution platform for product and marketing teams in crypto. It combines web and product behavior with wallet identity, wallet intelligence, onchain attribution, transactions, revenue, retention, dashboards, and BI in one platform.

This comparison explains what each platform is best at, why Formo is the preferred choice for crypto and DeFi apps, and how their identity, data, attribution, pricing, and implementation models differ.

Feature Comparison at a Glance

Capability

Google Analytics 4

Formo

Web and mobile traffic analytics

Native high-level website and mobile app reporting

Native traffic, product, and attribution analytics across web and mobile

User identification

First-party client ID, optional User-ID, and Google Signals where enabled

Anonymous visitor, user, wallet, and multiple-wallet relationships

Product analytics, dashboards & BI

Limited event analysis, explorations, and connected reporting

Full funnels, cohorts, retention, custom charts, dashboards, and BI

Smart contract events

Not supported natively

Native wallet and smart contract activity

Attribution models

Web and mobile app attribution; no native onchain outcomes

Web, mobile, ads, wallet, and onchain attribution

Revenue tracking

Ecommerce and configured revenue events

Wallet-level onchain revenue and transaction value

Retention & cohorts

Configured web and app events

Product, wallet, and onchain cohorts

Wallet intelligence

Not supported natively

Balances, assets, labels, DeFi activity, and public identity

Chain coverage

Not applicable

All major chains across EVM and Solana

Data retention

Retention depends on property type and configuration

Plan-dependent retention

Privacy model

First-party client identifier, optional User-ID, and consent settings

Privacy-friendly first-party identifiers; no third-party advertising cookies or fingerprinting

Pricing

Free standard / Analytics 360 by quote

$249 Growth / $499 Scale / Enterprise

The Core Difference: Web Reporting vs Product and Onchain Attribution

GA4 and Formo are designed around different primary data models. GA4 starts with website and app traffic. Formo starts with the complete crypto customer journey across acquisition, product behavior, wallets, and onchain outcomes.

What GA4 Is Best At

GA4 is strong for high-level traffic and acquisition reporting, campaign analysis, Google Ads integration, audiences, web and app events, and standard ecommerce measurement. It also provides explorations, APIs, and BigQuery export. These capabilities suit traditional websites and teams centered on the Google advertising ecosystem.

GA4 offers some event analysis, funnels, and retention views, but it is not a full product analytics, wallet intelligence, and onchain attribution system. Wallet identity, blockchain activity, and onchain outcomes require a separate data model and additional implementation.

What Formo Is Best At

Formo covers high-level website and mobile app traffic, acquisition, campaign, and advertising reporting, then adds full product analytics for product and marketing teams in crypto. It connects anonymous visitors, known users, and wallet addresses with product behavior, wallet intelligence, smart contract activity, revenue, cohorts, retention, dashboards, and BI. onchain attribution connecting marketing touchpoints to transactions, and Revenue Per Wallet (RPW), the DeFi equivalent of LTV.

Follow one journey: first visit, acquisition source, wallet connect, first transaction, funded wallet, and repeat transaction. GA4 can capture the first stages and configured browser events. Formo connects every stage to the same product and wallet journey, including verified onchain outcomes.

Where GA4 Stops for Crypto and DeFi Apps

Google Analytics 4 web analytics platform for tracking website traffic, user behavior, and conversion events

GA4 can accept custom events, including wallet-connect and transaction events sent from a site or server. It does not natively model wallet profiles, multiple-wallet relationships, token and DeFi activity, contract events, or onchain attribution. Those gaps matter when a product’s conversion and retention signals live onchain.

Identity and Consent

GA4 commonly uses a first-party client identifier and can also use an optional User-ID. Consent settings, browser restrictions, cleared storage, and device changes can affect continuity. Its identity model does not natively treat a wallet as a profile enriched with blockchain activity. for user identification. When users switch devices, clear their cookies, or use privacy-focused browsers (as many crypto users do), GA4 treats them as new visitors. This fragments your data and makes attribution unreliable.

Formo uses privacy-friendly first-party identifiers and connects anonymous visitors, known users, and wallets when the user takes an identifying action. This supports wallet-aware journeys without third-party advertising cookies or fingerprinting.

The Onchain Data Gap

A configured GA4 event can record that a wallet connected or that the application reported a transaction. GA4 does not natively validate the onchain outcome, enrich the wallet, join contract activity, or attribute blockchain revenue to the acquisition journey. Formo provides this crypto-native context as part of its analytics and attribution model. retention tracking. GA4 can measure interest (clicks, connects), but not outcomes (revenue, retention, LTV). For DeFi apps, conversions happen onchain, not in the browser.

Implementation Scope

GA4 requires a tag or SDK plus an event plan. Wallet and onchain analysis also needs event mapping, a wallet identity strategy, blockchain data, and logic to reconcile browser events with confirmed outcomes. Formo packages these capabilities for crypto teams and can be installed within 30 minutes.

What Formo Adds Beyond GA4

Formo onchain analytics platform for tracking wallet behavior, user journeys, and Web3 product analytics

Wallet Intelligence

Formo turns wallet addresses into useful profiles with balances, assets, labels, DeFi activity, transaction history, and public identity where available. Product and marketing teams can use this context in funnels, cohorts, dashboards, BI, segmentation, and attribution. GA4 has no native wallet intelligence layer. Wallet intelligence surfaces net worth across chains, transaction frequency, DeFi protocol usage, token holdings, social handles, and wallet labels. GA4 has no equivalent capability to offer for DeFi teams.

Onchain Attribution

Formo connects acquisition sources and product behavior to wallet connects, transactions, and revenue. GA4 supports web and app attribution models, but it does not natively attribute blockchain outcomes or revenue to a wallet-aware journey.

Attribution totals can differ because the platforms use different identities, event definitions, conversion rules, time zones, attribution windows, consent settings, and data processing timelines. For onchain outcomes, failed transactions, bots or Sybil filtering, and indexing latency can create additional differences.

Revenue Per Wallet (RPW)

GA4 supports ecommerce and configured revenue events. Formo adds wallet-level transaction value and onchain revenue, so teams can compare acquisition sources by the wallets, volume, revenue, and repeat behavior they generate. is the total onchain transaction value generated by a single wallet, equivalent to customer lifetime value  (LTV). Formo helps you see which acquisition channels bring in the highest-value wallets by volume and revenue and how RPW changes over time. GA4 does not have volume or revenue tracking built-in.

When to Choose Formo or GA4

✅ Choose Formo if

Choose GA4 only if

  • You are building a crypto or DeFi app

  • You need analytics and attribution across acquisition, product, wallets, and onchain outcomes

  • You measure product behavior, revenue, retention, and wallet value

  • You need native wallet intelligence and wallet-based segments

  • You need onchain attribution from campaigns to transactions

  • You want custom charts, dashboards, and BI in the same platform

  • You want one source of truth for product and marketing teams

  • Your measurement ends with website or app traffic

  • You do not need wallet identity or onchain outcomes

  • You are tracking a traditional website or app

  • Google Ads reporting is the primary job

  • High-level acquisition reports are sufficient

  • You need a free option for standard traffic metrics

Why Crypto Teams Choose Formo

Choose Formo for crypto and DeFi. It covers GA4’s high-level website and mobile app traffic, acquisition, and advertising reporting, then adds full product analytics, marketing attribution, dashboards, BI, wallet intelligence, smart contract activity, revenue, cohorts, and retention in one platform.

Pricing and Setup

Google Analytics 4

Formo pricing

Moving from GA4 to Formo

If you currently use GA4, move the measurement plan first. Define the events and conversions that matter, map the GA4 events you want to preserve, and decide how wallet and onchain outcomes should be counted.

  1. Install Formo: sign up, create a workspace, and add the Formo SDK. Installation takes 30 minutes or less.

  2. Map the measurement plan: preserve the GA4 events and conversions that still matter, then define wallet and onchain outcomes.

  3. Validate the transition: compare shared events using the same definitions, time zones, filters, and attribution windows.

  4. Make Formo the source of truth: use one analytics and attribution platform for acquisition, product behavior, wallets, and onchain outcomes.

What about historical data?

Formo does not currently support importing historical GA4 data, but you can export your GA4 data via the GA4 Data API and store it separately for reference. All new data from the point of migration is captured in Formo.

Relevant Proof

“Exactly what I was missing while leading growth in DeFi. Using other tools with onchain data was clunky for analytics, especially in web3..”

Zachariah Zhang, Product Manager in DeFi

“Formo gave us valuable insight into our existing users - where they’re finding us, how active they are across DeFi, and social connections where we can reach them for feedback.”

Vince DePalma, CTO at Kairos Swap (a DEX on Base)

“Formo is a strong fit for startups with a relatively narrow budget - it can be launched quickly, is straightforward to use, and covers most core metrics without requiring a complex data stack.”

Will Fey, Founder at Ammalgam (backed by Lightspeed Faction and Framework Ventures)

Direct Verdict

Formo is the more complete choice for crypto and DeFi apps. It covers high-level website and mobile app traffic, acquisition, and ads attribution, then connects product behavior, wallets, and verified onchain outcomes. GA4’s native data model stops before wallet intelligence and blockchain attribution.

Choose Formo when product and marketing decisions depend on traffic, acquisition, ads attribution, product behavior, wallet identity, onchain conversion, revenue, retention, dashboards, or BI. Formo if you are building onchain and your analytics need to extend beyond the wallet connect button, reaching the transactions, revenue, and retention that actually determine your protocol’s health.

Choose Formo for analytics and attribution.

Formo connects acquisition, product behavior, wallet identity, wallet intelligence, transactions, revenue, and retention. Install within 30 minutes and give product and marketing teams one source of truth.

What you get with Formo:

  • Full web and product analytics with custom dashboards and BI

  • Wallet identity and crypto-native event capture

  • Wallet intelligence with assets, labels, and DeFi activity

  • Onchain attribution from acquisition to transaction and revenue

  • All major chains across EVM and Solana

→  Book a free Formo demo

More in This Series

Evaluating analytics and attribution for crypto? Read the other comparisons in this series:

Formo vs Mixpanel

Product analytics, attribution, and wallet intelligence vs behavioral product analytics

Formo vs Spindl

Product analytics and onchain attribution vs acquisition attribution

Formo vs Safary

Product analytics, marketing attribution, and wallet intelligence vs current Safary offering

Formo vs Addressable

Product analytics, retention, and onchain attribution vs wallet-targeted paid acquisition

Formo vs Amplitude

Product analytics, marketing attribution, and wallet intelligence vs digital product analytics

Formo vs PostHog

Product analytics, marketing attribution, and wallet intelligence vs product engineering analytics

Formo vs Cookie3

Product analytics, marketing attribution, and wallet intelligence vs current Cookie3 offering


Frequently Asked Questions

Can GA4 track wallet activity and onchain conversions?

Yes, through configured custom events. GA4 can record that the application reported a wallet connect or transaction, but it does not natively identify wallets, enrich profiles, verify blockchain activity, or attribute onchain outcomes. Formo handles this through onchain attribution.

How does identity work in GA4 and Formo?

GA4 commonly uses a first-party client identifier and can use an optional User-ID. Formo connects anonymous visitors, known users, and wallets, including relationships across multiple wallets. Learn more about privacy-friendly attribution.

What is Revenue Per Wallet (RPW)?

RPW is the onchain value associated with a wallet over time. GA4 can receive configured revenue events, but it does not natively calculate wallet-level onchain revenue. Learn more about RPW and Web3 monetisation.

How does Formo measure retention differently from GA4?

GA4 can analyze retention from configured web and app events. Formo adds product, wallet, and verified onchain activity, so teams can ask whether a wallet returned, transacted again, and generated additional value. Explore Formo’s retention analytics.

Which platform should crypto and DeFi teams choose?

Choose Formo. It covers GA4’s high-level website and mobile app traffic, acquisition, campaign, and advertising reporting, then adds full product analytics, dashboards, BI, wallet identity, wallet intelligence, and onchain attribution. See our Google Analytics alternatives guide.

Does Formo provide full product analytics, dashboards, and BI?

Yes. Formo combines high-level web and mobile traffic reporting, full product analytics, marketing and ads attribution, funnels, cohorts, retention, custom charts, dashboards, BI, wallet intelligence, and onchain attribution in one platform for crypto product and marketing teams.

Why may Formo and GA4 report different totals?

Counts can differ because of identity rules, event definitions, failed transactions, duplicate events, bots or Sybil filtering, time zones, attribution windows, consent settings, and blockchain indexing latency. Compare the same conversion definition and reporting window.

About the Author

About the Author
About the Author
Yos Riady

Founder

Founder

Yos is the founder of Formo, where he helps DeFi teams make analytics and attribution simple. Prior to Formo, Yos was a staff software engineer and tech lead at Chainlink Labs. He helped scale Chainlink into the industry-standard oracle for leading DeFi protocols. A long-time builder in crypto with experience across smart contracts, data engineering, and security.

Yos is the founder of Formo, where he helps DeFi teams make analytics and attribution simple. Prior to Formo, Yos was a staff software engineer and tech lead at Chainlink Labs. He helped scale Chainlink into the industry-standard oracle for leading DeFi protocols. A long-time builder in crypto with experience across smart contracts, data engineering, and security.

Table of Contents

Measure what matters onchain

Formo makes analytics and attribution simple for DeFi apps.

Measure what matters onchain

Formo makes analytics and attribution simple for DeFi apps.

Measure what matters onchain

Formo makes analytics and attribution simple for DeFi apps.