ChatGPT

Perplexity

Gemini

Claude

Grok

Structify — Daily Planner & Habit Tracker

Plan your day the way it actually works. Structify is a visual daily planner that lays out your entire day on a single scrollable timeline — from the moment 

Using quadruple verification combining AI with human oversight to ensure accuracy, because AI workflows are worthless when built on inaccurate or stale data.

Data Quality First

Eliminating the 80% of time data scientists spend on data gathering and cleaning, allowing them to focus on analysis and insights that drive business value.

Developer Efficiency

Achieving 10x speed improvements and 16x cost reductions through ongoing model optimization and infrastructure enhancements, pushing the boundaries of AI data extraction.

Continuous Innovation

Building a flexible platform that serves diverse industries from finance to construction, sales to competitive research, with customizable data schemas for any use case.

Cross-Industry Impact

Structify is an AI-powered data extraction platform that turns unstructured web data into custom datasets using its DoRa visual language model, serving finance, sales, and research teams.

Show HN: Structify – Chat to Build Polars Data Pipelines with a Rust Scraper

Alex Reichenbach

CEO & Co-Founder

Alex Goldstein

CTO & Co-Founder

Ronak Gandhi

COO & Co-Founder

Proprietary AI model that navigates and interacts with the web like a human, extracting data from SEC filings, LinkedIn profiles, news articles, and specialized industry documents. Automates the data gathering process that typically consumes 80% of data scientists' time.

DoRa Visual Language Model

Platform allowing users to specify data schemas, select sources, and deploy AI agents to extract and structure data. Provides form-fit analytics customized to company needs, enabling teams to find fresh revenue opportunities and build reliable models.

Custom Dataset Builder

Real-time chain of command data for sales accounts, providing organizational charts and contact information to speed up pipeline development. Helps sales teams identify decision-makers and navigate complex enterprise organizations.

Sales Operations Data Enrichment

Automated extraction from pitch decks and financial documents, capturing company names, industries, founders, investors, and fundraising amounts. Streamlines competitive intelligence and market research for finance teams.

Finance Data Extraction

Data accuracy process combining AI processing with human oversight to ensure dataset quality. Addresses the fundamental problem that AI workflows are worthless when built on inaccurate or stale data.

Quadruple Verification System

Structify emerged from stealth with $4.1 million in seed funding led by Bain Capital Ventures, with participation from 8VC and Integral Ventures. The Brooklyn-based startup uses its DoRa visual language model to automate data extraction from unstructured sources.

Structify raises $4.1M seed to turn unstructured web data into enterprise-ready datasets

Structify publicly launched its AI-powered platform that transforms unstructured data into structured datasets, serving finance, sales, and research teams who need precise data extraction from diverse digital sources including SEC filings and LinkedIn.

Structify Launches to Deliver Instant, Custom Data Sets for Any Business Problem

Bain Capital Ventures highlighted Structify's launch and investment, noting the platform's ability to automate the 80% of time data scientists spend on data gathering and cleaning through its proprietary DoRa model and quadruple verification process.

Structify Makes Building Custom Datasets Easy with AI

Modding Weekly Digest 001 - Regenerating Ore Clusters, Loot worth Exploring for, and an Underrated Biome Mod

"The Devourer of Gods is no longer after you"

I built Structify — a simple web app to preview and combine Markdown files instantly.

Magic storage system vaporized

We have stopped hiring all junior engineers.

House building mods

Structify-Easy Way of Giving your codes to ChatGPT.

feedthebeast

CalamityMod

reactjs

TmodLoader

leetcode

terrariamods

EngineeringStudents

TransUnion

Services-Consumer Credit Reporting, Collection Agencies

Alex Reichenbach, Alex Goldstein, and Ronak Gandhi founded Structify in Brooklyn to automate data extraction and structuring using AI, addressing the data quality problems that undermine enterprise analytics.

Company Founded

Developed DoRa, Structify's proprietary visual language model that navigates and interacts with the web like a human to extract data from unstructured sources including SEC filings, LinkedIn, and news articles.

DoRa Model Development

Gained initial customers across finance, construction, and enterprise tech sectors while operating in stealth mode, validating the platform's value in automating data gathering and structuring workflows.

Early Customer Traction

Emerged from stealth with $4.1 million in seed funding led by Bain Capital Ventures, with participation from 8VC and Integral Ventures, and publicly launched to deliver instant custom datasets for enterprise teams.

Seed Funding & Public Launch

Achieved 10x speed improvement and 16x cost reduction through model optimization and infrastructure enhancements, demonstrating technical excellence and commitment to platform efficiency.

Performance Optimization Milestone

Campfire gives the Niantic community a new way to experience the joy of real-world gameplay. 

Find and connect with nearby players to accomplish in-game activities and quests!
• Discover real-time ac

Whether you want to write a book, tabletop RPG campaign, short story, or just create for fun, Campfire’s writing software streamlines the writing process to make beginning your project more efficient 

If you’re anything like us, you love to obsess over a great story. That feeling of wanting to consume everything you can from a book—character details, worldbuilding, notes in the margins, maps to ogl

Campfire is a United States-based AI-driven ERP company founded by John Glasgow building modern NetSuite alternative raising $35M Series A June 2025 led by Accel with Foundation Y Combinator Capital 49 angels plus $3.5M seed May 2024 achieving ~100 clients within 9 months including Advisor360 Rhumbix Fooji with one enterprise client projected $250M ARR participating in Y Combinator Summer 2023 batch targeting startups mid-size tech companies outgrowing QuickBooks Xero frustrated with NetSuite SAP through fully modern AI-first ERP platform delivering accounting revenue management automation.

Holla - An open source Campfire

Campfire: Web-Based Chat Application

Zed Shaw: "rails-core ripped off the idea for Campfire from NextApp Echo2 ChatClient Demo"

Campfire

Google Apps Marketplace Launches At Google Campfire One

campfire

Had a campfire at the cousins last night….

When the studio ACTUALLY starts cooking for an isekai anime | Real Life Reference vs Anime Comparison [Campfire Cooking in Another World with My Absurd Skill]

Welp A03 is down, come gather around the Campfire folks

I had someone message me on campfire I do not have enough to offer for a remote trade 😱. This is what I had/have tagged.

UPDATE: We are proud to share that we closed the acquisition of Niantic’s game business on May 29, 2025. The deal brings category-leading games ‘Pokemon GO’, ‘Pikmin Bloom,’ ‘Monster Hunter Now’ and community-builder companion apps and services ‘Campfire’ and ‘Wayfarer’ to the Scopely portfolio.

Structify vs Campfire

Structify

About

Campfire

About

AI Visibility Head-to-Head

Also Compare

Track AI Visibility in Real Time