Software Alternatives, Accelerators & Startups

Code2Flow VS PulpMiner

Compare Code2Flow VS PulpMiner and see what are their differences

Code2Flow logo Code2Flow

An easy solution to create product flows.

PulpMiner logo PulpMiner

Converts Any Webpage Into Realtime JSON API 🟢
Visit Website
  • Code2Flow Landing page
    Landing page //
    2021-10-07
  • PulpMiner Landing Page
    Landing Page //
    2025-05-27
  • PulpMiner Generate API UI Screen
    Generate API UI Screen //
    2025-05-27
  • PulpMiner Saved API's UI Screen
    Saved API's UI Screen //
    2025-05-27
  • PulpMiner
    Image date //
    2025-05-27
  • PulpMiner
    Image date //
    2025-05-27
  • PulpMiner
    Image date //
    2025-05-27
  • PulpMiner
    Image date //
    2025-05-27

PulpMiner

$ Details
freemium $18.0 / One-off (Hobby)
Platforms
Browser
Release Date
2025 May
Startup details
Country
India
State
Kerala
Founder(s)
MELVIN GEORGE
Employees
1 - 9

Code2Flow features and specs

  • User-Friendly Interface
    Code2Flow offers an intuitive and easy-to-use interface, which helps users easily create flowcharts from code, making it accessible even for those with limited coding experience.
  • Automatic Flowchart Generation
    The tool automatically generates flowcharts from source code, saving time and effort compared to manual chart creation.
  • Cross-Platform Accessibility
    As a web-based application, Code2Flow can be accessed from any device with internet connectivity, offering flexibility and convenience.
  • Support for Multiple Languages
    Code2Flow supports multiple programming languages, making it useful for developers working in diverse technological environments.

Possible disadvantages of Code2Flow

  • Limited Customization Options
    The tool may offer limited options for customizing the appearance and layout of flowcharts, which can be a drawback for users needing more detailed diagrams.
  • Performance with Large Codebases
    Code2Flow may struggle or become less efficient with very large or complex codebases, potentially leading to incomplete or inaccurate diagrams.
  • Dependence on Internet Connection
    Being a web-based tool, it requires a stable internet connection to function, which can be an issue in areas with unreliable connectivity.
  • Subscription Costs
    There might be costs associated with accessing premium features, which can be a consideration for users or organizations with tight budgets.

PulpMiner features and specs

  • AI-powered JSON generation
    Generates AI JSON From any webpage
  • Real-time data access
    Once API is saved, you get a realtime API ready for use
  • Cached & On-Demand data fetch
    Use Caching to get latest data
  • Priority Support
    An all-in-all priority support
  • Dynamic URL
    Use variables in URL to scrape webpages dynamically in realtime

Code2Flow videos

code2flow for Confluence - hassle-free way to create flowcharts

PulpMiner videos

How To Convert Any Webpage to Realtime JSON API using PulpMiner?

More videos:

  • Demo - PulpMiner Demo Video

Category Popularity

0-100% (relative to Code2Flow and PulpMiner)
Developer Tools
62 62%
38% 38
Productivity
100 100%
0% 0
SaaS
0 0%
100% 100
Diagrams
100 100%
0% 0

Questions and Answers

As answered by people managing Code2Flow and PulpMiner.

What makes your product unique?

PulpMiner's answer:

PulpMiner is the easiest way to turn any webpage into a clean, structured API. What makes it unique is its ability to automatically generate smart JSON templates using AI, eliminating the need for manual schema design. With just a URL, users can create fast, real-time, cacheable API endpoints — all without writing a single line of code.

Why should a person choose your product over its competitors?

PulpMiner's answer:

Unlike most web scraping tools that require complex setup or coding knowledge, PulpMiner offers a plug-and-play experience powered by AI. It’s affordable, credit-based (no monthly lock-ins), and uses top-tier infrastructure like Cloudflare Workers and powerful non-blocking scrapers for reliability and access. You get real-time data, fast responses, and the ability to customize your outputs with minimal effort.

How would you describe your primary audience?

PulpMiner's answer:

Our primary audience includes indie developers, no-code/low-code builders, SaaS founders, data analysts, and marketers who need structured web data for automation, reporting, or integrating with other tools — without the usual headaches of scraping.

What's the story behind your product?

PulpMiner's answer:

PulpMiner was born from the frustration of building scrapers for every new project. While exploring ways to automate this repetitive work, we realized there was no simple, AI-powered solution to convert webpages into structured APIs — especially one that didn’t require subscriptions or complex configurations. That gap led to the creation of PulpMiner, a lightweight but powerful tool built for speed, scale, and simplicity.

Which are the primary technologies used for building your product?

PulpMiner's answer:

Cloudflare Workers (for backend)

Vercel (for frontend hosting)

Cloudflare KV (for data caching)

Clerk (for authentication)

Paddle (for credit-based payments and licensing)

Who are some of the biggest customers of your product?

PulpMiner's answer:

Indie SaaS founders scraping pricing data for competitors

E-commerce consultants extracting product data from supplier sites

No-code builders integrating data into Airtable/Notion

Marketing agencies automating web data collection

Startup growth teams building real-time dashboards

(Companies Include Gladly, Tekion)

User comments

Share your experience with using Code2Flow and PulpMiner. For example, how are they different and which one is better?
Log in or Post with

Social recommendations and mentions

Based on our record, Code2Flow seems to be more popular. It has been mentiond 1 time 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.

Code2Flow mentions (1)

  • Good flowcharts in VSCOde/VSCodium
    Somebody knows if there is an extension for VSCode/Codium to have the visual representation of the flow of the code . I am looking for an auto flow chart creation from C, C+ or C++ code. Sample could be like http://code2flow.com. - Source: dev.to / about 4 years ago

PulpMiner mentions (0)

We have not tracked any mentions of PulpMiner yet. Tracking of PulpMiner recommendations started around May 2025.

What are some alternatives?

When comparing Code2Flow and PulpMiner, you can also consider the following products

codepad - Very simple webpage with a simple textbox, a checkbox for selecting one of several languages and an...

BoringUi - A UI generator for your data

Marmoset - Create gorgeous code snapshots.

GateWorks - GateWorks is a visitor management and assigned parking solution designed to easily manage all security and Parking requirements.

PlantUML - PlantUML is an open-source tool that uses simple textual descriptions to draw UML diagrams.

Storybooks.io - UI code reviewing done right