Software Alternatives, Accelerators & Startups

Haystack Analytics VS ZeroScam

Compare Haystack Analytics VS ZeroScam and see what are their differences

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Haystack Analytics logo Haystack Analytics

Software Delivery Analytics Tool for Engineering Teams. Deliver Software Faster, Better, and more Predictably.

ZeroScam logo ZeroScam

Detect scams from messages, emails, links, or screenshots in seconds. Powered by our own analysis engine โ€” no external AI calls, no message retention. Just paste a suspicious message and get an instant explanation of why it may be a scam.
  • Haystack Analytics Haystack -software engineering intelligence
    Haystack -software engineering intelligence //
    2025-02-04
  • Haystack Analytics Software delivery optimization
    Software delivery optimization //
    2025-02-04
  • Haystack Analytics Developer Productivity Tool
    Developer Productivity Tool //
    2025-02-04
  • Haystack Analytics Deliver Software Faster, Better, and more Predictably.
    Deliver Software Faster, Better, and more Predictably. //
    2025-02-04

Haystack is a real-time delivery analytics platform designed for engineering leaders like CTOs, VPs of Engineering, Directors of Software Engineering, and Engineering Managers. Haystack provides actionable insights that enable data-driven decision-making, aligning engineering performance with business objectives. Haystack platform integrates seamlessly with essential developer tools like GitHub and JIRA, offering a comprehensive view of team productivity and delivery efficiency.

Leading companies like AngelList, Shutterstock, Schneider Electric, and many more trust Haystack to optimize their development processes. By transforming historical Git data into objective insights, we help you identify bottlenecks and visualize trends, ensuring timely project delivery and sustained business growth. Our analytics dashboard allows you to monitor critical metrics such as cycle time, making it easier to spot inefficiencies before they escalate into costly delays.

Haystack helps engineering leaders to mitigate risks and improve workflow efficiency. With a unified view of the entire delivery lifecycle, you can track KPIs, compare performance trends, and make informed decisions that drive measurable outcomes. Our platform goes beyond merely measuring productivity; it equips you with the tools to foster continuous improvement and innovation within your teams.

Designed to scale with your organization, Haystack is the competitive advantage that data-driven engineering teams need to thrive. By leveraging analytics, you can transform your engineering operations, enhance collaboration, and accelerate your path to market success. Join top companies in harnessing the power of Haystack for a more efficient and effective engineering process.

  • ZeroScam Landing page
    Landing page //
    2026-03-29

ZeroScam is a simple tool that helps people check suspicious messages before they click, reply, or send money.

Paste a text message, email, link, or screenshot and ZeroScam analyzes it instantly for common scam patterns such as impersonation, fake invoices, romance scams, investment fraud, and phishing attempts.

Instead of relying only on blacklists or known malicious domains, ZeroScam analyzes the structure and persuasion patterns commonly used in scams โ€” including urgency signals, impersonation cues, and suspicious links.

The goal is not only to flag potential scams but also to explain why a message may be suspicious. This helps users learn to recognize scams over time and avoid future fraud attempts.

ZeroScam is designed for everyday situations: - strange text messages - unexpected payment requests - suspicious emails - unfamiliar links - screenshots of messages received on messaging apps

Privacy is a core design principle. No account is required, messages are not stored.

Whether you are verifying a strange text message, checking a suspicious email, or helping a family member avoid scams, ZeroScam provides a fast and simple way to double-check before taking action.

Haystack Analytics

$ Details
paid Free Trial $20 / Monthly (Per Dev)
Platforms
Browser
Release Date
2019 May
Startup details
Country
United States
State
California
Founder(s)
Julian Colina, Kan Yilmaz
Employees
1 - 9

ZeroScam

Pricing URL
-
$ Details
-
Platforms
-
Release Date
2026 January
Startup details
Country
United States

Haystack Analytics features and specs

  • Improved Visibility
    Haystack Analytics provides detailed insights into team performance and project progress, enabling better visibility across development cycles.
  • Data-Driven Decisions
    With its comprehensive analytics, teams can use data to make informed decisions, helping to optimize the development process and resource allocation.
  • Integration Capabilities
    Haystack integrates with popular tools and platforms such as GitHub, making it easier to onboard and utilize within existing workflows.
  • Real-Time Monitoring
    The platform offers real-time monitoring of development metrics, which helps in identifying bottlenecks and addressing issues swiftly.
  • Improved Collaboration
    Enhanced visibility and data sharing can improve collaboration among team members and across different departments.

Possible disadvantages of Haystack Analytics

  • Cost Considerations
    Haystack Analytics might pose significant costs, especially for smaller teams or startups with limited budgets.
  • Learning Curve
    Team members may require time to familiarize themselves with the tool, which could lead to an initial dip in productivity.
  • Data Privacy Concerns
    Integrating with external platforms and tools may raise concerns about data privacy and security for some organizations.
  • Over-Reliance on Metrics
    Focusing too much on quantitative metrics might overshadow qualitative insights and lead to a narrow view of team performance.
  • Potential for Misinterpretation
    Without proper context, the analytics and data provided could be misinterpreted, leading to incorrect decisions.

ZeroScam features and specs

  • Scam detection
    AI-based analysis of suspicious messages
  • Phishing detection
    Identifies common phishing patterns and suspicious links
  • Supported inputs
    Text messages, emails, links, and screenshots
  • Analysis speed
    Instant message analysis
  • User account
    No account required
  • Data storage
    Messages are not stored
  • Privacy
    Privacy-first design
  • Use cases
    Text scams, impersonation scams, fake invoices, romance scams, investment fraud
  • Platform
    Web-based tool
  • Accessibility
    Works from any device with a browser

Analysis of ZeroScam

Overall verdict

  • I don't have verified, up-to-date information about zeroscam.io specifically, so I can't confirm whether it is legitimate, effective, or trustworthy. Before using it or paying for any service, verify its legitimacy independently.

Why this product is good

  • I do not have reliable data on this specific website's reputation, ownership, or track record.
  • Domain names related to 'scam-checking' are sometimes themselves used in scams, so extra caution is warranted.
  • No independent reviews, regulatory filings, or verifiable user feedback are available to me for this service.
  • Claims made by anti-scam or verification sites should be cross-checked with established sources like the BBB, Trustpilot, or domain WHOIS/age lookups.

Recommended for

  • Users who first independently verify the site's legitimacy through trusted third-party review platforms.
  • People comfortable doing their own due diligence (checking domain age, SSL certificates, company registration, and independent reviews) before trusting any scam-detection claims.
  • Not recommended as a sole source for verifying safety of other websites or transactions without additional cross-verification.

Haystack Analytics videos

Haystack (YC W21)

ZeroScam videos

ZeroScam โ€” Detect scams from messages and emails instantly

Category Popularity

0-100% (relative to Haystack Analytics and ZeroScam)
Software Engineering
100 100%
0% 0
Security & Privacy
0 0%
100% 100
Data Dashboard
100 100%
0% 0
Cyber Security
0 0%
100% 100

Questions & Answers

As answered by people managing Haystack Analytics and ZeroScam.

How would you describe the primary audience of your product?

Haystack Analytics's answer

Engineering Leaders and Managers

ZeroScam's answer:

ZeroScam is designed for everyday users who want a quick way to verify suspicious messages.

This includes people receiving unexpected texts or emails, families helping older relatives stay safe online, and small businesses that want to double-check unusual requests.

Anyone who has ever wondered โ€œIs this message a scam?โ€ is part of the audience.

What makes your product unique?

ZeroScam's answer:

Most scam detection tools rely on URL blacklists or known malicious domains. ZeroScam analyzes the persuasion patterns within the message itself โ€” urgency signals, impersonation cues, and authority mimicry โ€” the tactics scammers use regardless of domain or sender.

It also explains why a message looks suspicious, helping users learn to recognize scams over time.

No account required and messages arenโ€™t stored.

Why should a person choose your product over its competitors?

ZeroScam's answer:

ZeroScam is simple, private, and works with any message โ€” no account, no installation, and no message retention.

Instead of relying on threat databases or infrastructure signals, ZeroScam looks at the message itself and explains what might make it suspicious.

The goal isnโ€™t just detection, but helping people understand how scams work so they can recognize them more easily next time.

What's the story behind your product?

ZeroScam's answer:

ZeroScam started after my own parents nearly fell for a scam. The message looked completely legitimate โ€” correct language, personal details, even their bankโ€™s logo. AI had made it convincing enough that they almost clicked.

That moment made something clear: modern scams no longer look suspicious. The warning signs people used to rely on are disappearing.

ZeroScam was built as a simple way to double-check suspicious messages before clicking, replying, or sending money โ€” especially for the people we care about most.

Which are the primary technologies used for building your product?

ZeroScam's answer:

ZeroScam is built using modern web technologies and a custom message analysis engine designed to identify common scam patterns while maintaining strict privacy principles.

Who are some of the biggest customers of your product?

ZeroScam's answer:

ZeroScam is currently used by individual users and early adopters.

User comments

Share your experience with using Haystack Analytics and ZeroScam. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Haystack Analytics seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Haystack Analytics mentions (2)

ZeroScam mentions (0)

We have not tracked any mentions of ZeroScam yet. Tracking of ZeroScam recommendations started around Mar 2026.

What are some alternatives?

When comparing Haystack Analytics and ZeroScam, you can also consider the following products

LinearB - LinearB delivers software leaders the insights they need to make their engineering teams better through a real-time SaaS platform. Visibility into key metrics paired with automated improvement actions enables software leaders to deliver more.

Scam Spotter by Google - With Google's help, we are spotting the most common patterns used by scammers and offering practical advice to help you stop them in their tracks.

GitPrime - GitPrime uses data from any Git based code repository to give management the software engineering metrics needed to move faster and optimize work patterns.

Norton Genie - Genie is an industry leading AI-powered scam detection tool that will scan and review text messages, emails, websites, and social posts trying to trick you.

Waydev - Waydev analyzes your codebase from Github, Gitlab, Azure DevOps & Bitbucket to help you bring out the best in your engineers work.

Scam AI - Spot scams before they spot you