Introducing Improved Attribution, Referrer Breakdown, Conversion Windows, Build Charts with AI, SQL Editor Autocomplete, and More

Introducing Improved Attribution, Referrer Breakdown, Conversion Windows, Build Charts with AI, SQL Editor Autocomplete, and More

Introducing Improved Attribution, Referrer Breakdown, Conversion Windows, Build Charts with AI, SQL Editor Autocomplete, and More

Yos Riady

Yos Riady

Last Updated

Last Updated

Updated

gm, builders! 👋

Here’s your roundup of November 2025's onchain news and growth insights.

Highlights

  • Improved Attribution, Referrer Breakdown, and Conversion Windows

  • Build Charts with AI and SQL Editor Autocomplete

  • NPM Trusted Publishing, Contracts, and API Keys

  • Entry Exit Pages Analytics and Improved Retention Chart

  • Proxy Support, Improved Filtering, and More

  • Behavioural Segments

  • How to Turn Wallet Addresses into User Profiles for DeFi Growth

  • Ultimate Guide to Measuring CAC and LTV for Onchain Apps

  • A Founder's Guide to Data Strategy for Crypto & DeFi 

  • Step-by-Step Guide to Tracking User Behaviour in Crypto and DeFi

  • Web3 Monthly Recap

Introducing Improved Attribution, Referrer Breakdown, and Conversion Windows

Improved Attribution, Referrer Breakdown, and Conversion Windows are upgrades to Formo's campaign analytics that give teams sharper visibility into where users come from and how long it takes them to convert.

They enable builders to move beyond surface-level traffic data and understand the full journey from first touch to onchain action.

  • Improved Attribution: Get clearer credit assignment across campaigns, partners, and channels so you know exactly which efforts are driving wallet connections and transactions.

  • Referrer Breakdown: See which domains, apps, or platforms are sending users to your product and compare their quality based on onchain behavior.

  • Conversion Windows: Define custom time windows to measure how quickly users move from discovery to conversion, and identify where drop-off happens along the way.

Learn more

Build Charts with AI and SQL Editor Autocomplete

Build Charts with AI and SQL Editor Autocomplete are new capabilities in Formo that make it faster to explore data and create visualizations without needing to write queries from scratch.

They help teams go from question to insight in seconds, whether they prefer natural language or SQL.

  • Build Charts with AI: Describe the metric or trend you want to see and let AI generate the chart for you, complete with the underlying query.

  • SQL Editor Autocomplete: Write queries faster with intelligent autocomplete suggestions for table names, columns, and functions directly in the editor.

Learn more

NPM Trusted Publishing, Contracts, and API Keys

NPM Trusted Publishing, Contracts, and API Keys are developer-focused improvements that streamline how teams integrate and authenticate with Formo.

They reduce setup friction and give engineering teams more control over how they connect their stack to Formo's analytics infrastructure.

  • NPM Trusted Publishing: Install and update Formo packages with verified, trusted publishing directly from npm.

  • Contracts: Link smart contract addresses to your analytics workspace to track onchain interactions alongside user behavior.

  • API Keys: Generate and manage API keys to authenticate programmatic access to Formo's Events API and data endpoints.

Learn more

Entry Exit Pages Analytics and Improved Retention Chart

Entry Exit Pages Analytics and an improved Retention Chart are additions to Formo's behavioral analytics suite that help teams understand where users begin and end their sessions, and how well products retain them over time.

  • Entry Exit Pages: Identify which pages users land on first and which pages they leave from, helping you optimize onboarding flows and reduce early drop-off.

  • Improved Retention Chart: Get a cleaner, more detailed view of cohort retention over time with better filtering and breakdown options.

Learn more

Proxy Support, Improved Filtering, and More

Proxy Support and Improved Filtering are infrastructure upgrades that give teams more flexibility in how they collect and analyze data.

  • Proxy Support: Route Formo tracking through your own domain to improve data reliability and reduce the impact of ad blockers.

  • Improved Filtering: Apply more granular filters across dashboards and queries to zero in on specific user cohorts, chains, or time periods.

Learn more

Behavioural Segments

Behavioural Segments is a new segmentation feature that lets teams create dynamic user groups based on onchain and offchain behavior to power more targeted analysis and personalization.

  • Dynamic Segmentation: Build segments that update automatically as users meet or exit defined behavioral criteria.

  • Onchain + Offchain: Combine wallet activity, transaction history, and product usage into a single segmentation layer.

Learn more

How to Turn Wallet Addresses into User Profiles for DeFi Growth

Wallet addresses are the starting point, not the destination. This piece covers how DeFi teams can enrich raw address data with onchain history, token holdings, and behavioral signals to build actionable user profiles that inform growth strategy.

Learn more

Ultimate Guide to Measuring CAC and LTV for Onchain Apps

CAC and LTV look different onchain. This guide covers how to define, measure, and improve both metrics in the context of crypto and DeFi products, where user acquisition spans multiple channels and value is expressed in transactions and protocol activity.

Learn more

A Founder's Guide to Data Strategy for Crypto & DeFi

Practical frameworks for crypto founders on how to think about data infrastructure early, what to measure at each stage, and how to turn onchain signals into product decisions.

Learn more

Step-by-Step Guide to Tracking User Behaviour in Crypto and DeFi

A practical walkthrough of how to instrument a Web3 product for behavioral analytics, from wallet connections and transaction events through to retention and funnel analysis.

Learn more

Web3 Monthly Recap

  • Phishing Dojo byThe Red Guild. Link

  • The Embedded Economy by Decentralised Link

  • Trustless Manifesto by Vitalik Buterin. Link

  • Onchain Revenue Report (H1 '25) by1kx. Link

  • 5 (more) charts that explain crypto right now by a16zcrypto. Link

  • State of Crypto 2025: The year crypto went mainstream a16zcrypto. Link

  • Oracle Infrastructure: The Backbone of Lending Protocols. Link

Read our previous update HERE.

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Measure what matters

Formo makes analytics and attribution simple for onchain apps.

Measure what matters

Formo makes analytics and attribution simple for onchain apps.