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Breadcrumbs

  • What it is:Breadcrumbs is a blockchain analytics platform accessible to everyone that offers tools for investigating, monitoring, tracking, and sharing onchain activity.
  • Best for:Independent blockchain investigators, Crypto traders monitoring wallets, Web3 developers new to analytics
  • Pricing:Free tier available, paid plans from $30/user/month
  • Rating:75/100Good
  • Expert's conclusion:As a free, easy-to-use tool for visualizing blockchain activity, breadcrumbs excels, however it does not fulfill enterprise needs for automation.
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Reviewed byMaxim Manylov·Web3 Engineer & Serial Founder

What Is Breadcrumbs and What Does It Do?

Breadcrumbs.app is an open source blockchain analytics application which allows its users to search, track, and analyze activity (addresses, transactions etc.) relating to cryptocurrencies and their movement across various blockchains. Breadcrumbs was created by Lorne Lantz who suffered personally at the hands of an ICO scam and subsequently developed the application to provide open-source access to the same level of analytical capabilities previously only available to large financial institutions and law enforcement. Breadcrumbs has an emphasis on community-driven data curation and provides the necessary tools and information to enable Virtual Asset Service Providers (VASPs) to comply with applicable regulations.

Active
📍Singapore
📅Founded 2018
🏢Private
TARGET SEGMENTS
Crypto EnthusiastsJournalistsAuditorsCompliance TeamsVirtual Asset Service ProvidersDevelopers

What Are Breadcrumbs's Key Business Metrics?

📊
$1.6M
Seed Funding
📊
2018
Founding Year
🏢
<25
Employees
💵
<$5M
Revenue
📊
Multiple (expanding)
Supported Blockchains
📊
September 2021
Launch from Beta

How Credible and Trustworthy Is Breadcrumbs?

75/100
Good

A blockchain-based analytics application with backing from reputable venture capital firms, however, there are limited publicly available metrics regarding its customer base or reviews.

BREAKDOWN
Product Maturity80/100
Company Stability70/100
Security & Compliance75/100
User Reviews65/100
Transparency85/100
Support Quality70/100
TRUST SIGNALS
Seed funded by Distributed Global, Cadenza Ventures, Spartan GroupCommunity-powered attribution databaseUsed by compliance and OSINT groupsVerified Web3 partner

What is the history of Breadcrumbs and its key milestones?

2018

Company Founded

Developed by Lorne Lantz in response to being defrauded through an ICO scam, initially as a means of conducting his own personal blockchain based investigations.

2021

Exit from Beta

Released out of beta in September 2021 and since then it has become a popular tool used by a variety of individuals including those within the crypto community, compliance, and Open Source Intelligence (OSINT) groups.

2021

Seed Funding Round

In addition to its growing usage, Breadcrumbs also raised $1.6 million from Distributed Global Capital, Cadenza Ventures, and Spartan Group to further develop the application's products and compliance-related features.

What Are the Key Features of Breadcrumbs?

📊
Address & Transaction Investigation
Allows users to track the flow of cryptocurrency to answer the question "Where did the cryptocurrency originate from? Where did the cryptocurrency go?" with intuitive visualizations and tools.
✨
Real-time Monitoring
Provides users the ability to set-up alerts and monitors for specific cryptocurrency addresses and transactions on multiple blockchains.
✨
Risk Engine
Offers enterprise-grade transaction risk assessments and scores that can be integrated into the compliance workflow process.
✨
NFT Tracking
Users have the option to view the NFTs that a particular cryptocurrency address owns through both investigative and monitoring interfaces.
✨
Community Attribution
Utilizes crowd-sourced labels and tags for identifying addresses and other entities, although these labels and tags are reviewed and validated by the application's development team for accuracy.
✨
Crypto Forensics
Users can also purchase professional services utilizing advanced analytical methods to detect fraudulent activities, follow illicit cryptocurrency movements, and support the investigation process.
💬
Multi-chain Support
Provides analysis and insights across multiple blockchains with increasing coverage.

What Technology Stack and Infrastructure Does Breadcrumbs Use?

Infrastructure

Cloud-based (Cloudflare CDN)

Technologies

CloudflareGoogle services

Integrations

Enterprise APIsCompliance platformsWeb3 wallets

AI/ML Capabilities

Advanced blockchain analytics with transaction flow tracing, risk scoring, and entity clustering/attribution capabilities

Limited public technical details; infrastructure from ZoomInfo, features from product descriptions

What Are the Best Use Cases for Breadcrumbs?

Crypto Investigators & Journalists
Enables users to track the funds and identify potential suspicious activity for crypto related crimes and due diligence investigations.
Compliance Officers at VASPs
Enables users to monitor transactions, assess the associated risk, and generate reports to satisfy the regulatory requirements of VASPs.
Crypto Enthusiasts & Investors
Track your wallet activities, monitor your investments and perform some basic research to find out if a project and/or address is legitimate
Auditors & Accountants
Use a tool to analyze blockchain transactions and verify your crypto holdings using visual tracing tools
NOT FORHigh-Frequency Traders
Not designed to be used for real time sub second trading signals or high volume of automated executions
NOT FORNon-Crypto Traditional Finance Institutions
Has limited use unless you have large volumes of crypto native transactional data or are exposed to blockchain technology

How Much Does Breadcrumbs Cost and What Plans Are Available?

Pricing information with service tiers, costs, and details
☐Service$CostℹDetails🔗Source
StarterFreeUnlimited Spaces, Up to 100 magic actions per month, Connect 1 spreadsheet (CSV, Excel)—
Basic$30/user/monthUnlimited spaces, Up to 100 magic actions, Combine up to 2 spreadsheets, Report generation, Multi-group spaces, Export & download, Public report embedding, Data sources: Spreadsheets, Google Drive, Dropbox. Start free trial.Official pricing page
Growth$500/monthUnlimited spaces, Unlimited magic actions, Combine up to 5 sources, 10 collaborators ($50 per additional), Org workspace & account management, Private secured embedding, Advanced sharing controls, Remove Breadcrumb logo on reports, API access. Data sources: Spreadsheets, Google Drive, Dropbox, Airtable, Stripe, PayPal, Square, Recurly, Quickbooks, Hubspot, Github, Facebook Ads, Youtube, Jira, Mixpanel. Start free trial.Official pricing page
EnterpriseCustomCustom data integrations, On premise deployment, Advanced security & privacy controls, Custom branded reports. Contact Us.Official pricing page
StarterFree
Unlimited Spaces, Up to 100 magic actions per month, Connect 1 spreadsheet (CSV, Excel)
Basic$30/user/month
Unlimited spaces, Up to 100 magic actions, Combine up to 2 spreadsheets, Report generation, Multi-group spaces, Export & download, Public report embedding, Data sources: Spreadsheets, Google Drive, Dropbox. Start free trial.
Official pricing page
Growth$500/month
Unlimited spaces, Unlimited magic actions, Combine up to 5 sources, 10 collaborators ($50 per additional), Org workspace & account management, Private secured embedding, Advanced sharing controls, Remove Breadcrumb logo on reports, API access. Data sources: Spreadsheets, Google Drive, Dropbox, Airtable, Stripe, PayPal, Square, Recurly, Quickbooks, Hubspot, Github, Facebook Ads, Youtube, Jira, Mixpanel. Start free trial.
Official pricing page
EnterpriseCustom
Custom data integrations, On premise deployment, Advanced security & privacy controls, Custom branded reports. Contact Us.
Official pricing page

How Does Breadcrumbs Compare to Competitors?

FeatureBreadcrumbsNansenArkham IntelligenceChainalysis
Core FunctionalityWallet clustering & transaction trackingWallet labeling & analyticsEntity identification & visualizationCompliance & investigation tools
Pricing (starting price)Free tier$100/mo$49/moCustom enterprise
Free Tier AvailabilityYes (Starter)NoLimitedNo
Enterprise FeaturesCustom integrations, on-premiseYes (SSO, teams)Yes (API, alerts)Yes (SSO, audit logs)
API AvailabilityYes (Growth+)YesYesYes
Integration CountMultiple chains20+ chains10+ chains50+ chains
Support OptionsCommunity, enterprise supportPriority support24/7 enterpriseDedicated teams
Security CertificationsAdvanced security (Enterprise)SOC 2SOC 2SOC 2 Type II
Core Functionality
BreadcrumbsWallet clustering & transaction tracking
NansenWallet labeling & analytics
Arkham IntelligenceEntity identification & visualization
ChainalysisCompliance & investigation tools
Pricing (starting price)
BreadcrumbsFree tier
Nansen$100/mo
Arkham Intelligence$49/mo
ChainalysisCustom enterprise
Free Tier Availability
BreadcrumbsYes (Starter)
NansenNo
Arkham IntelligenceLimited
ChainalysisNo
Enterprise Features
BreadcrumbsCustom integrations, on-premise
NansenYes (SSO, teams)
Arkham IntelligenceYes (API, alerts)
ChainalysisYes (SSO, audit logs)
API Availability
BreadcrumbsYes (Growth+)
NansenYes
Arkham IntelligenceYes
ChainalysisYes
Integration Count
BreadcrumbsMultiple chains
Nansen20+ chains
Arkham Intelligence10+ chains
Chainalysis50+ chains
Support Options
BreadcrumbsCommunity, enterprise support
NansenPriority support
Arkham Intelligence24/7 enterprise
ChainalysisDedicated teams
Security Certifications
BreadcrumbsAdvanced security (Enterprise)
NansenSOC 2
Arkham IntelligenceSOC 2
ChainalysisSOC 2 Type II

How Does Breadcrumbs Compare to Competitors?

vs Nansen

Breadcrumbs provides community based labeling and free access for retail users, while Nansen is geared towards professional traders who will pay a premium for wallet labels and smart money tracking. Breadcrumbs has lower price points however it has lower market share as well.

Breadcrumbs for the cost conscious investigator, Nansen for the institutional grade analyst.

vs Arkham Intelligence

Both focus on de-anonymizing entities, but Arkham provides more robust visual mapping of entities and also provides bounty programs. Breadcrumbs places a priority on allowing open contribution and providing alerting mechanisms for users. Arkham is priced at a higher level than breadcrumbs however it does provide a more polished user interface.

Arkham for visual forensic analysis, Breadcrumbs for collaborative attribution.

vs Chainalysis

Chainalysis leads in compliance for enterprise clients that hold government contracts and utilize their reactor tools. Breadcrumbs is a hybrid retail/compliance product that has an easier barrier to entry than Chainalysis however it lacks Chainalysis's regulatory validations and scale.

Chainalysis for regulated organizations, Breadcrumbs for independent researcher.

vs Dune Analytics

Dune has better support for creating custom SQL dashboards whereas breadcrumbs is focused on building pre-configured transaction tracing/clustering features. Breadcrumbs is easier for non-technical users to understand and utilize however Dune is more flexible for data scientists.

Dune for custom query functionality, Breadcrumbs for out-of-the-box blockchain forensic functionality.

What are the strengths and limitations of Breadcrumbs?

Pros

  • Community labeling — utilizes crowd sourced attributions to increase accuracy
  • Starter free tier — provides an entry point for retail investigators to access breadcrumbs
  • Multi chain support — supports Ethereum, Bitcoin and other chains
  • Alerting — sends real time notifications via email or telegram.
  • A Chrome extension will be developed to integrate seamlessly into an investigator’s web browser for easy investigation access.
  • The open-platform ethos of Breadcrumbs’ system allows for blockchain to be transparent and to allow self-policing of its users through the use of blockchain technology.

Cons

  • This young platform has not had as much time to develop as older, well-established competitors like Chainalysis.
  • There appears to be limited transparency regarding pricing – a third party has indicated that the cost is $69 per month for their “blockchain” product; however, the official website does not have clear pricing information available for this product.
  • Development is ongoing for new features including suggested labels for labeling and extensions are still in beta testing.
  • Gaps exist in the enterprise focus of Breadcrumbs - the company has not provided confirmation that they have obtained SOC 2 (Service Organization Control) or compliance certification(s).
  • Confusion exists regarding where the data for the reporting tools come from - the pricing page shows reporting tools which may not match the analytics focus of Breadcrumbs.
  • Unproven scalability - there are no documented cases of using the service at an enterprise level.

Who Is Breadcrumbs Best For?

Best For

  • Independent blockchain investigators — An entry point to the world of transaction analysis can be made for those who want to experiment with on-chain data with little to no complicated set-up due to the free tier and community features of Breadcrumbs.
  • Crypto traders monitoring wallets — The real-time alerts and address lookups assist in tracking movement of smart money.
  • Web3 developers new to analytics — The tools used in Breadcrumbs are user-friendly and enable individuals to experiment with on-chain data without having to go through a lot of complicated setup.
  • Community-driven projects — The open contribution model of Breadcrumbs aligns itself with the ethos of being a decentralized project.
  • Small compliance teams — A cost effective alternative to enterprise only solutions such as Breadcrumbs exists.

Not Suitable For

  • Large financial institutions — Consider using Chainalysis if you need a vendor that has regulatory grade compliance certifications.
  • High-frequency trading firms — Breadcrumbs may not meet the high performance and sub second latency needs of premium platforms such as Nansen.
  • Non-technical enterprise compliance — Prefer vendors that are well-established and have Service Level Agreements (SLA), i.e., Elliptic, over newer vendors such as Breadcrumbs that are still maturing.

Are There Usage Limits or Geographic Restrictions for Breadcrumbs?

Free Tier Magic Actions
Up to 100 per month
Basic Tier Sources
Combine up to 2 spreadsheets
Growth Tier Collaborators
10 collaborators, $50 per additional
API Access
Growth tier and above
Custom Integrations
Enterprise only
On-Premise Deployment
Enterprise only
Monitoring Alerts
Beta/Enterprise feature (email, Telegram)

Is Breadcrumbs Secure and Compliant?

Community Data ContributionsCrowd-sourced labeling with planned suggestion/review system for accuracy
Enterprise Security ControlsAdvanced security & privacy controls available on custom Enterprise plans
Private EmbeddingGrowth tier offers private secured embedding options
On-Premise DeploymentEnterprise option for organizations requiring self-hosted infrastructure
Org Workspace ManagementGrowth+ provides account management and advanced sharing controls
Data PrivacyConfirmed data privacy focus; specific certifications not detailed publicly

What Customer Support Options Does Breadcrumbs Offer?

Channels
contact@breadcrumbs.appCommunity-powered support via crowdsourced attribution data
Business Tier
Enterprise focus mentioned but no dedicated support details available
Support Limitations
•No dedicated live chat, phone, or 24/7 support mentioned
•Relies primarily on self-service tools and community contributions

What APIs and Integrations Does Breadcrumbs Support?

API Type
No public API documentation found; platform uses graph database (Neo4j) backend
Authentication
Not publicly detailed
Webhooks
No webhook support mentioned
SDKs
No official SDKs found on GitHub or developer portal
Documentation
No dedicated API documentation or developer portal identified
Sandbox
Free public tool serves as accessible testing environment
SLA
No uptime guarantees publicly stated
Rate Limits
Not specified
Use Cases
Programmatic access not emphasized; focus on intuitive UI for transaction tracing, visualization, and analysis

What Are Common Questions About Breadcrumbs?

Breadcrumbs is a community powered blockchain analytics platform that provides tools for investigators, monitors and tracks cryptocurrency transactions.

Simply enter any ETH or Bitcoin address to view fund flows in a simple graph based interface. Click paths to review detailed transactions, track money origins and destinations and review wallet relationships among 25M+ addresses.

Yes, Breadcrumbs is free and accessible to everyone regardless of budget or background. It represents blockchain's decentralization ethos by providing a method for community crowdsourcing of attribution data. —

This is an explorer that supports both Ethereum (over 25 million addresses including those used by Smart Contracts) and Bitcoin. The data is organized to allow for billions of transactions processed using a Neo4j graph database. The Neo4j graph database will provide fast query capability, as well as visualization capabilities.

Unlike most simple explorers, Breadcrumbs provides a graph view of fund flow, crowdsourced attribution data, and a simple-to-use interface for non-technical users to track down hacks, scams, and perform due diligence.

As a public blockchain analytics tool, Breadcrumbs does not store users' login credentials; it uses a method to analyze on-chain data. Additionally, Breadcrumbs utilizes a method of implementing a series of security measures such as transaction monitoring, and risk-scoring, to assist with compliance.

Users ideal for this type of tool are journalists seeking information regarding cryptocurrency crime, auditors seeking to verify due diligence information for their clients, investors looking to track wallet and other large-scale transactions, and the general public wishing to follow transactions and/or monitor wallets. No prior technical knowledge is needed to use this tool.

The free version of Breadcrumbs has some usage limits that were not specified to the public. Some enterprise versions exist but the details of these versions were not provided. The quality of the attribution data relies on the contributions from the community.

Is Breadcrumbs Worth It?

Breadcrumbs is providing a platform for the general public to utilize blockchain analytics through an easily navigable graphical interface and through crowd-sourced attribution data to allow the general public to visualize and investigate transactions in a manner that was previously difficult to do. Breadcrumbs’ free version allows for anyone to be able to perform crypto forensics but, does not offer the same level of support as premium competitors, nor does it provide an enterprise grade API, nor does it provide detailed Service Level Agreements (SLAs).

Recommended For

  • Journalists and investigators that require immediate access to visually represent cryptocurrency transactions.
  • Casual cryptocurrency enthusiasts that wish to monitor wallet and/or transactions.
  • Individuals or small teams that need to perform due diligence on initial coin offerings and/or cryptocurrency projects.
  • Compliant teams working within limited resource environments.

!
Use With Caution

  • Enterprise organizations that require API integration and/or dedicated support.
  • High volume users that require guaranteed uptime and usage rate limits.
  • Teams relying upon verified attribution data.

Not Recommended For

  • Organizations requiring comprehensive multi-chain coverage beyond what is available with Ethereum (ETH) and Bitcoin (BTC).
  • Enterprise compliant organizations that require SOC 2 certification and detailed Service Level Agreements (SLAs).
  • Developers creating automated workflow processes that rely on utilizing the Breadcrumbs platform (there is no public API).
Expert's Conclusion

As a free, easy-to-use tool for visualizing blockchain activity, breadcrumbs excels, however it does not fulfill enterprise needs for automation.

Best For
Journalists and investigators that require immediate access to visually represent cryptocurrency transactions.Casual cryptocurrency enthusiasts that wish to monitor wallet and/or transactions.Individuals or small teams that need to perform due diligence on initial coin offerings and/or cryptocurrency projects.

What do expert reviews and research say about Breadcrumbs?

Key Findings

Launched in 2018 by founder Lorne Lantz, after his family lost thousands of dollars investing in an ICO scam, Breadcrumbs is a free, community-driven blockchain analytics platform that specializes in graph visualization of 6 billion + ETH/BTC transactions utilizing Neo4j to help target journalists, auditors, investors and enthusiasts. No funding has been publicly disclosed to support development, nor do they have public APIs available, and no detailed information on enterprise level features are available, instead emphasizing accessibility above premium service offerings.

Data Quality

Fair - information from official site, blog posts, YouTube demos, and directories; limited details on pricing, APIs, support, and current roadmap as private company with minimal disclosures.

Risk Factors

!
No updates were made since the time of launch (in 2018), or funding was received (Singapore-based).
!
Data crowdsourced through the community could produce gaps in attribution accuracy
!
The blockchain chains supported are limited (only ETH/BTC).
!
There are no enterprise features such as APIs or dedicated support detailed.
Last updated: February 2026

What Additional Information Is Available for Breadcrumbs?

Founder Story

Breadcrumbs was founded in 2018 by Lorne Lantz after he lost his family investments in an ICO scam. He found that existing analytics firms charged $30K+ to provide them the same type of analytics he wanted to provide to all blockchain users at no cost.

Technology Stack

Using Neo4j to process its 6 billion + transactions for sub second query times, Breadcrumbs also utilizes Graph Aware to visualize the graphs and processes 25 million+ ETH addresses which includes smart contracts.

Community Focus

Breadcrumbs uses crowdsourcing to obtain attribution data from the cryptocurrency community to build a shared intelligence database. It promotes blockchain's ideals of transparency, self-policing, and decentralization.

Use Cases

Breadcrumbs supports fraud detection, AML compliance, due diligence, whale tracking, and market analysis. It is very intuitive and can be used by non technical users investigating scams, hacks, and money laundering.

Company Location

Contact is located at singapore-based contact@breadcrumbs.app. Breadcrumbs is positioned globally as an accessible tool to all blockchain users regardless of budget.

What Are the Best Alternatives to Breadcrumbs?

  • •
    Chainalysis: Comprehensive blockchain analytics for enterprises with complete AML tools, multi-chain coverage, and verified cluster attribution. More accurate for regulatory compliance than breadcrumbs, however costly and enterprise-only. Best for regulated institutions. (chainalysis.com)
  • •
    Elliptic: A premium cryptocurrency risk management platform offering risk assessments and forensic tools with a greater level of enterprise support and APIs than Breadcrumbs however at a higher cost. Best suited for financial institutions seeking compliance reporting. (elliptic.co)
  • •
    Arkham Intelligence: A visual blockchain intelligence platform providing wallet labeling and entity tracking with advanced search capabilities and API access compared to Breadcrumbs. Best for investors and analysts wanting to track specific entities. (arkhamintelligence.com)
  • •
    Nansen: An on-chain analytics platform for traders with features including wallet profiling and smart money tracking. Offers more advanced data layers and customizable dashboards, however is subscription based. Best for professional traders. (nansen.ai)
  • •
    Dune Analytics: A free community driven blockchain query platform allowing users to run SQL queries and create customized dashboards. More flexible for data analysts however requires technical knowledge as opposed to Breadcrumbs user interface. Best for developers. (dune.com)

What Supported Blockchains Does Breadcrumbs Support?

EthereumBitcoin

Visualization Features

Address Slider

A free interactive slider displaying address information such as incoming/outgoing transactions and NFT holdings.

Fund Flow Mapping

Provides a visual representation of one-hop incoming and outgoing transactions with expandable views of up to 100 addresses.

Interactive Paths

Allowing users to click on transaction paths to view the detailed transaction history between addresses.

Token-Specific Views

Users can filter and visually represent transactions by specific ERC20 tokens using color-coded representations.

Data Coverage

25M+
Ethereum Addresses
Included
Smart Contracts
Tracked
ERC20 Tokens
Comprehensive
Transaction History

Clustering Methods

Behavioral Analysis

Grouping addresses that demonstrate similar patterns in terms of frequency, amounts and timing.

Common Input Heuristic

Identifying related addresses that have sent funds within the same transaction.

Entity Attribution

Labeling known entities such as exchanges (Bitfinex, Tether), protocols etc.

Multi-Signature Detection

Identifying addresses commonly used together in multi-approval transactions.

What investigation tools does Breadcrumbs offer?

Private Labels

Allowing users to set team-only labels for addresses which persist through multiple investigations.

ERC20 Token Tracking

Providing users the ability to track all ERC20 tokens an address has ever transacted with.

Advanced Filtering

Allows users to filter by specific tokens, transaction types and time periods.

Undo Functionality

Allowing users to undo their navigation and exploration actions throughout the investigation process.

Address Copying

Allowing users to quickly copy addresses for use in external analysis or reporting.

Data Access Options

Web Interface
Team Collaboration
Private Labeling
Email Sign-up
REST API
Bulk Export

Competitor Comparison

FeatureBreadcrumbsNansenLukka
Chains SupportedETH, BTCMulti-chainMulti-chain
Visual MappingInteractiveAdvancedMonitoring
AccessibilityWeb/emailProfessionalSaaS
Community PoweredYesNoNo
Address ClusteringYesYesYes

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