Software Alternatives & Startups

RAWGraphs VS ScamVerify

Compare RAWGraphs VS ScamVerify and see what are their differences

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RAWGraphs logo RAWGraphs

RAWGraphs is an open source app built with the goal of making the visualization of complex data...

ScamVerify logo ScamVerify

AI powered threat intelligence platform that verifies phone numbers, websites, text messages, and emails for scam risk using federal complaint databases, carrier data, malware threat feeds, and community reports
  • RAWGraphs Landing page
    Landing page //
    2022-06-16
  • ScamVerify ScamVerify - Desktop and Mobile
    ScamVerify - Desktop and Mobile //
    2026-03-09
  • ScamVerify ScamVerify AI Full Analysis with Federal Compliant Data
    ScamVerify AI Full Analysis with Federal Compliant Data //
    2026-03-09

ScamVerify is an AI powered threat intelligence platform that helps consumers verify phone numbers, websites, text messages, and emails for scam risk.

How It Works

Every lookup cross-references multiple data sources and delivers an AI synthesized risk assessment with a 0-100 risk score and plain English verdict.

Data Sources - FTC Do Not Call Registry (2.4M+ complaint records) - FCC Consumer Complaints (443K+ records) - Telecom carrier forensics (line type, caller name, carrier risk) - Malware threat feeds (URLhaus, ThreatFox covering 50,000+ malicious domains) - Robocall detection systems - Community reports from verified users

Verification Channels

  • Phone numbers
  • Websites and URLs
  • Text messages (SMS/iMessage)
  • Emails (headers and body analysis)
  • Voicemail and QR codes (coming soon)

Pricing

Free tier includes complimentary lookups with full risk scores and verdicts. Paid plans ($4.99 to $24.99/mo) unlock additional lookups, detailed FTC/FCC complaint history, carrier forensics, AI narrative analysis, and downloadable PDF reports.

Built By

Founded in 2026 by a technology executive with 25 years of enterprise platform experience and a background in fraud detection systems at scale.

RAWGraphs

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

ScamVerify

$ Details
freemium $4.99 / Monthly (Starter, 50 lookups/mo )
Platforms
Web
Release Date
2026 January
Startup details
Country
United States
State
CA
City
Pasadena
Employees
1 - 9

RAWGraphs features and specs

  • User-Friendly Interface
    RAWGraphs provides an intuitive drag and drop interface, making it accessible for users with various technical skills.
  • Open Source
    Being open source, RAWGraphs allows for customization and community contributions, promoting transparency and flexibility.
  • Supports Multiple Data Formats
    RAWGraphs supports a variety of input formats like CSV, TSV, JSON, etc., enhancing its adaptability to different data sources.
  • Extensive Visualization Types
    Offers a wide range of visualization types such as bar graphs, scatter plots, and network graphs, catering to diverse analytical needs.
  • No Installation Required
    As a web-based tool, it does not require any installation, making it easy to access and use anywhere with an internet connection.
  • Export Options
    Allows exporting visualizations in vector (SVG) and raster (PNG) formats, which is valuable for high-quality reporting and presentations.

Possible disadvantages of RAWGraphs

  • Limited Interactivity
    Visualizations created with RAWGraphs are generally static, lacking advanced interactive features found in other tools.
  • Performance with Large Datasets
    May struggle with performance issues when handling very large datasets, which can limit its use for extensive data analytics.
  • Learning Curve for Advanced Features
    While basic functionalities are user-friendly, leveraging advanced features and customizations may require a steeper learning curve.
  • Dependency on Internet
    As a web-based application, it requires an internet connection to function, which can be a limitation in restricted or offline environments.
  • Limited Data Manipulation
    Provides basic data manipulation features, but lacks the depth and complexity available in specialized data processing tools.
  • Support and Documentation
    As an open-source project, it may not have the extensive support and documentation available with commercial visualization tools.

ScamVerify features and specs

  • AI analysis
    GPT-4o-mini primary, Claude Sonnet fallback
  • Verification Channels
    Phone, Website, Text, Email, Voicemail, QR Code
  • Data Sources
    FTC, FCC, carrier databases, malware threat feeds, community reports
  • Risk Scoring
    0-100 proprietary risk score with plain English verdict
  • Threat Database
    10M+ FTC records, 100K+ malicious domains
  • Free Tier
    Yes, free lookups included
  • Paid Plans
    $4.99 - $24.99/mo
  • API
    B2B self-serve
  • Auth
    Magic link, Google OAuth
  • Platform
    Web (all browsers, desktop and mobile)

Analysis of RAWGraphs

Overall verdict

  • Yes, RAWGraphs is a good tool for creating data visualizations due to its ease of use, versatility, and robust support for different data types and outputs.

Why this product is good

  • RAWGraphs is considered a good data visualization tool because it is open-source, versatile, and easy to use. It allows users to create a wide variety of charts and visualizations without needing extensive coding knowledge. Its interface is intuitive and facilitates the quick transformation of data sets into visually compelling graphics. Furthermore, it supports multiple formats for data input and export, making it flexible for various project needs.

Recommended for

  • data analysts
  • journalists
  • researchers
  • educators
  • students
  • designers who need to create visualizations without in-depth coding skills.

Analysis of ScamVerify

Overall verdict

  • I don't have verified, reliable information about ScamVerify (scamverify.ai) to make a confident assessment of its quality, accuracy, or trustworthiness. I don't have specific knowledge of this particular service in my training data, and I want to avoid speculating about a tool that helps people detect scams, since inaccurate claims could be harmful.

Why this product is good

  • I cannot verify the accuracy, methodology, or track record of scamverify.ai's scam-detection claims
  • Scam-detection tools vary widely in quality, and false confidence in an unverified service could lead to financial harm
  • I don't have access to real-time data, user reviews, or independent audits of this specific website
  • Legitimate assessment would require checking things like company transparency, data sources, false positive/negative rates, and independent reviews

Recommended for

  • Users should independently verify this service by checking for company registration details, reading independent third-party reviews (e.g., Trustpilot, Reddit discussions), looking for transparency about their detection methodology, and cross-referencing any scam alerts with other established sources like the BBB, FTC, or consumer protection agencies before relying on it

RAWGraphs videos

RawGraphs Walkthrough

ScamVerify videos

No ScamVerify videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to RAWGraphs and ScamVerify)
Data Visualization
100 100%
0% 0
Phone Lookup
0 0%
100% 100
Charting Libraries
100 100%
0% 0
Fraud Detection And Prevention

Questions & Answers

As answered by people managing RAWGraphs and ScamVerify.

How would you describe the primary audience of your product?

ScamVerify's answer:

Everyday consumers who receive suspicious phone calls, text messages, or emails and want a fast, honest answer about whether it is a scam. Secondary audience includes small business owners verifying unknown contacts and adult children helping protect elderly parents from phone fraud.

What makes your product unique?

ScamVerify's answer:

ScamVerify is the only platform that combines FTC complaint data, FCC consumer complaints, telecom carrier forensics, malware threat feeds, and community reports into a single AI-synthesized risk assessment. Instead of just checking a phone number against one database, it cross-references multiple federal and industry sources and delivers a plain English verdict that anyone can understand.

Why should a person choose your product over its competitors?

ScamVerify's answer:

Most competitors focus on a single channel like phone calls or websites. ScamVerify covers phone numbers, websites, text messages, and emails in one platform. The free lookup gives you a real risk score and verdict, not just a teaser to upsell you. The AI analysis explains why something is risky in plain language, not just a number or color code.

Which are the primary technologies used for building your product?

ScamVerify's answer:

Next.js, TypeScript, React, Tailwind CSS, Supabase PostgreSQL, Drizzle ORM, OpenAI GPT-4o-mini, Anthropic Claude, Stripe, Vercel, Trigger.dev

What's the story behind your product?

ScamVerify's answer:

ScamVerify was born from personal experience. The founder was first scammed as a college student when he tried to buy a laptop on Craigslist and the seller disappeared with his payment. Years later, his mother received a call from someone impersonating her cousin using AI voice cloning. That was the tipping point. With 25 years of experience building enterprise platforms and a background in fraud detection at Tagged, Myspace, ADP, and Hyland Software, he built ScamVerify to give consumers real tools to fight back, not black boxes with unexplained trust scores, but clear verdicts backed by government data and hard evidence.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare RAWGraphs and ScamVerify

RAWGraphs Reviews

Top 10 Tableau Open Source Alternatives: A Comprehensive List
RAWGraphs is an open-source Data Visualization tool designed to make visualizing complex data simple for everyone. The primary goal of RAWGraphs is to provide a tool that allows people who do not have the technical/coding expertise to create visualizations on their own. Originally designed to help graphic designers complete a set of tasks that were not available in other...
Source: hevodata.com

ScamVerify Reviews

We have no reviews of ScamVerify yet.
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Social recommendations and mentions

Based on our record, RAWGraphs seems to be more popular. It has been mentiond 5 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.

RAWGraphs mentions (5)

  • Interview synthesis tools?
    Go back through a second time Code themes / pull insights/ double check for keywords tag accuracy Use Dovetail’s “charts” to review various tags (it will show you how many tags per word in various chart options, none are great.) Export desired csv’s from Dovetail Charts to free online data viz software like https://rawgraphs.io Boom. I’m sure there are better ways but that’s what I got! Source: over 4 years ago
  • What type/style of chart is this?
    Sankey is probably the most common name (after Captain Matthew Henry Phineas Riall Sankey who apparently made them to study energy flows in steam engines). But I've also heard it referred to as an alluvial diagram, for example in https://rawgraphs.io/. Source: over 4 years ago
  • Show HN: I made a data visualization desktop app
    This seems quite similar to RawGraphs: https://rawgraphs.io/ Both seem to provide a similar interface for dragging in a CSV file and constructing a chart, but RawGraphs is open-source, and can be used in the browser without installing anything (or the code can be downloaded and served locally). The main advantage of Daigo over RawGraphs seems to be that it supports publishing multiple charts as a dashboard.... - Source: Hacker News / over 4 years ago
  • [OC] Latin America’s biggest airports had been growing steadily. With Covid, it all changed.
    Tools: Excel, Rawgraphs, Affinity Designer. Source: almost 5 years ago
  • Self-hosted solution for easy data visualization?
    Take a look at https://rawgraphs.io/. Source: over 5 years ago

ScamVerify mentions (0)

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

What are some alternatives?

When comparing RAWGraphs and ScamVerify, you can also consider the following products

Plotly - Low-Code Data Apps

ScamAdviser - Check if a website is a scam website or a legit website. ScamAdviser helps identify if a webshop is fraudulent or infected with malware, or conducts phishing, fraud, scam and spam activities. Use our free trust and site review checker.

D3.js - D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS.

Truecaller - Find a person by a name or phone number worldwide for free using Truecaller.

Tableau - Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

Nomorobo - Nomorobo blocks annoying robocalls, telemarketers, and phone scams.