StractusAI
Alternatives
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StractusAI
Structured data from unstructured mess
4
Problem
Users struggle to extract structured data from unstructured documents, leading to time-consuming manual processing, inconsistent outputs, and potential errors in data pipelines.
Solution
A data extraction tool where users leverage LLMs (OpenAI, Anthropic) to automatically convert documents into structured data by defining custom schemas, uploading files (PDFs, emails, etc.), and receiving formatted JSON/CSV outputs in seconds.
Customers
Data engineers, analysts, and developers in industries like finance, healthcare, or logistics who handle high volumes of unstructured documents requiring systematization for databases or analytics.
Unique Features
Combines multiple LLMs for schema flexibility (e.g., extract invoices, contracts, forms), handles complex document layouts, and provides API integration for automation.
User Comments
Saves hours of manual data entry
Accurate extraction even from scanned PDFs
Easy schema customization
Seamless integration with existing tools
Reduces data pipeline bottlenecks
Traction
Launched on Product Hunt in 2024 with 280+ upvotes; exact revenue/user metrics undisclosed but positioned in the growing IDP (Intelligent Document Processing) market.
Market Size
The global intelligent document processing market is projected to reach $7.2 billion by 2030 (Grand View Research, 2023), driven by demand for AI-powered unstructured data extraction across enterprises.

Data Structures Visualizer
Web app that visualizes data structures in action
6
Problem
Users struggle with understanding data structures using traditional static textbooks and materials, which can be insufficient for grasping dynamic concepts.
The old situation lacks real-time visualization and step-by-step interaction, making it difficult to comprehend how operations like insertion, deletion, and traversal work.
Solution
Web app that visualizes data structures in action.
Users can perform operations like insertion, deletion, search, and traversal, understand time complexities, and see how structures evolve.
The app features real-time animations and step-by-step explanations.
Customers
Students, computer science enthusiasts, and educators looking to better understand data structures.
People seeking interactive and visual learning tools to aid in education or teaching.
Unique Features
Real-time animations and interactive explanations of data structures.
Comprehensive coverage of operations such as insertion, deletion, search, and traversal.
User Comments
The app provides great visual learning for data structures.
It simplifies complex concepts into easy-to-understand visuals.
Helps to effectively grasp the idea of data structure operations.
A valuable resource for both students and teachers.
Improves understanding of the intricate workings of data structures.
Traction
Recently launched on ProductHunt.
Gaining attention for its interactive and educational use.
Detailed user interaction is growing due to its visualization abilities.
Market Size
The global market for e-learning and educational technology was valued at approximately $200 billion in 2020, with expected growth driven by increasing demand for interactive and visual learning tools.
Scrapezy - Structured Data Extraction
Extract structured data from public websites and return JSON
12
Problem
Users currently collect data manually from public websites, which can be time-consuming and error-prone with transform any public website into structured data being a major drawback.
Solution
A data extraction tool that allows users to transform any public website into structured data with Scrapezy, providing structured JSON files in seconds. Examples include collecting product listings from e-commerce sites or grabbing contact information from business directories.
Customers
Data analysts, researchers, e-commerce managers, and digital marketers who seek efficient methods for data collection and analysis from public web sources.
Unique Features
The ability to transform any public website into structured JSON with only a URL and prompt is a unique feature that streamlines data extraction processes without requiring technical expertise.
User Comments
Users appreciate the speed and simplicity of data extraction.
Many find the JSON output format convenient for further processing.
Some users mention it saves significant time in data collection.
A few users express minor concerns about prompt accuracy.
Overall, the product is seen as user-friendly and effective.
Traction
The product is newly launched with current traction focused around Product Hunt activity. Number of users or revenue figures are not disclosed publicly yet.
Market Size
The global web scraping software market is projected to grow at a CAGR of 13.6% from 2021 to 2028, reaching $280 million by 2028.

Data Protection- Encryption Data Control
Data Protection is Revenue Protection
6
Problem
Users are at risk of data theft, leaks, and unauthorized access with the current solution.
Drawbacks include lack of comprehensive safeguards, compromised confidentiality, and integrity of critical records.
Solution
A data protection application
Provides comprehensive safeguards against data theft, leaks, and unauthorized access.
Ensures confidentiality and integrity of critical records.
Customers
Businesses handling sensitive customer and employee data,
Companies prioritizing data security and confidentiality.
Unique Features
Robust safeguards against data theft, leaks, and unauthorized access.
Comprehensive protection for critical records.
User Comments
Great product for ensuring data security!
Easy to use and effective in safeguarding sensitive information.
Provides peace of mind knowing our data is secure.
Highly recommend for businesses prioritizing data protection.
Efficient solution for maintaining data confidentiality and integrity.
Traction
Innovative product gaining traction in the market.
Positive user feedback and growing user base.
Market Size
$70.68 billion global data protection market size expected by 2028.
Increasing demand for data security solutions driving market growth.

Data Cleaner
"Text-to-columns" on steroids - clean your unstructured data
75
Problem
Users dealing with unstructured data struggle with manual cleaning and alignment processes
Manually cleaning and aligning unstructured data is time-consuming, error-prone, and hinders efficient analysis and decision-making
Solution
A data cleaning tool in the form of a web application
Users can transform unstructured data into clean, aligned columns with a single click, similar to 'text-to-columns'
Core features include one-click data transformation, alignment into columns, and simplifying data cleaning processes
Customers
Data analysts, researchers, business professionals, and anyone working with unstructured data
Data analysts, business executives, researchers, and professionals dealing with data cleaning tasks
Unique Features
Efficient one-click data transformation, simplified data column alignment, and streamlined cleaning processes
The tool offers a powerful yet simple solution that minimizes manual work and enhances data analysis capabilities
User Comments
Saves me so much time cleaning up messy data!
Intuitive and effective data cleaning tool
Great for quickly organizing unstructured data
Simplified my data cleaning workflows
Highly recommended for anyone working with data
Traction
$150k ARR, 10,000 users, featured in top tech publications
500+ positive reviews on ProductHunt, trending product with a growing user base
Market Size
Global data preparation tools market was valued at $1.17 billion in 2020 and is projected to reach $4.86 billion by 2028
$4.86 billion projected market value for data preparation tools by 2028

Perigon Data API
Real-time, structured, and contextual data
5
Problem
Users often struggle with accessing and utilizing real-time news and web content data, especially when seeking structured and contextual information. The old solutions may involve manual data collection or unstructured datasets, which can lead to inefficiencies in data processing and analysis. Additionally, existing solutions may not offer the flexibility required for integration with advanced technologies like LLMs.
Solution
A real-time news API that offers structured and enriched data using AI, primed for LLMs. This allows users to access and leverage real-time, organized, and contextually enhanced information, exemplified by efficiently integrating with machine learning models and enhancing data-driven decision-making.
Customers
Data scientists, analysts, AI developers, and researchers looking to leverage real-time data for improved insights and decision-making. Industries include technology, finance, and media, largely based in data-driven environments where enriched information is crucial.
Alternatives
View all Perigon Data API alternatives →
Unique Features
This product offers real-time data that is structured and enriched by AI, making it especially primed for leveraging with LLMs, which sets it apart from traditional news APIs that may not provide the same level of data enrichment or real-time capabilities.
User Comments
Users appreciate the real-time access to structured data.
The API's integration with AI technologies is beneficial.
Some users find the API's contextual data enrichment useful for LLM applications.
The platform provides a powerful tool for data ingestion.
A few users have requested more customization options.
Traction
Since launching on Product Hunt, it's gained positive attention as a real-time news and web content data API, although specific metrics like number of users or revenue are not mentioned.
Market Size
The global big data and business analytics market size was valued at approximately $198.08 billion in 2020 and is projected to reach $448.12 billion by 2026, indicating a large and growing potential market for real-time data APIs like Perigon.

gpt structure
gpt structure
3
Problem
Users struggle to manually frame precise and effective prompts for GPT, leading to inconsistent or inaccurate outputs in tasks like data formatting, content creation, and image generation.
Solution
A structured question template tool that provides predefined frameworks for GPT interactions, enabling users to generate clean data outputs, precise content, and formatted responses across multiple use cases (e.g., converting unstructured text into tables, creating image prompts).
Customers
Content creators, data analysts, researchers, and professionals who regularly use GPT for tasks requiring structured outputs but lack prompt engineering expertise.
Unique Features
Pre-built templates for diverse GPT use cases (e.g., data formatting, creative writing, image generation) that enforce output consistency and reduce trial-and-error prompting.
User Comments
Saves time on prompt engineering
Improves GPT output accuracy
Simplifies complex data formatting
Useful for non-technical users
Enhances creative workflow efficiency
Traction
Launched on ProductHunt in 2023 (exact metrics unspecified). No disclosed revenue or user count; positioned as a niche tool for GPT optimization.
Market Size
The global natural language processing (NLP) market, which includes GPT optimization tools, is projected to reach $16.5 billion by 2026 (MarketsandMarkets, 2021).

Scrape Any Website. Get Structured Data.
Web Scraping API for any website—no selectors required.
10
Problem
Users need to extract data from websites but face challenges with manually configuring selectors for each website and dealing with CAPTCHAs, proxies, and JavaScript rendering.
Solution
A web scraping API that enables users to extract structured data from any website without requiring selectors, while handling proxies, CAPTCHAs, and JavaScript rendering automatically. Example: Scrape e-commerce product details or news articles with a single API call.
Customers
Developers, data scientists, and businesses needing automated web data extraction for market research, competitor analysis, or AI/ML pipelines.
Unique Features
No-selector scraping, built-in CAPTCHA solving, JavaScript rendering, and premium proxy rotation in a single API.
User Comments
Simplifies complex scraping tasks
Cost-effective pay-per-page pricing
Reliable for JavaScript-heavy sites
Minimal setup required
Good documentation
Traction
Priced at $0.005 per page with no minimum spend. Exact user/revenue data unavailable from provided info.
Market Size
The global web scraping market is projected to reach $13.5 billion by 2030 (Grand View Research, 2023).

Urban Data Dictionary
Your translator for corporate data speak. Duolingo for data.
11
Problem
Data professionals manually decipher corporate data jargon and unclear terms during meetings and documentation, leading to a time-consuming and error-prone process that causes miscommunication and frustration.
Solution
A web-based translation tool that translates corporate data jargon into plain language using a Duolingo-like approach, enabling users to input terms like 'synergy' and receive humorous, context-aware explanations (e.g., 'empty buzzword').
Customers
Data analysts, data scientists, and business analysts in corporate roles; managers and non-technical stakeholders collaborating with data teams.
Alternatives
View all Urban Data Dictionary alternatives →
Unique Features
Combines sarcastic humor with practical translations to make decoding jargon engaging, unlike traditional dry glossaries.
User Comments
Saves time in meetings
Makes jargon relatable through humor
Improves cross-team communication
Easy to integrate into workflows
Reduces misunderstandings
Traction
Launched on ProductHunt (exact metrics unspecified). Founder’s social media presence and engagement not publicly quantified.
Market Size
The global data analytics market is projected to reach $303.4 billion by 2030 (Grand View Research), indicating high demand for tools that streamline data-related communication.

Thomson Data
Data as a Service (daas)
9
Problem
Users struggle to collect, access, and leverage global datasets and ABM insights effectively for business growth.
Solution
A platform providing Data as a Service (DaaS), offering access to global datasets, ABM insights, and a comprehensive 360° view of data to facilitate business expansion.
Customers
Business owners, marketers, sales professionals, and data analysts seeking to enhance their strategies with curated global datasets and ABM insights.
Unique Features
Comprehensive ABM insights, global datasets access, and a 360° view of data distinguish this platform in offering tailored data services.
User Comments
Helpful insights for business growth
Great source for global datasets
Invaluable tool for targeting the right audience
Easy to navigate and utilize
Highly recommended for data-driven decisions
Traction
The specific traction details for Thomson Data are not available.
Market Size
No specific market size data available for Thomson Data, but the global data as a service (DaaS) market was valued at around $5.24 billion in 2020 and is projected to reach $16.61 billion by 2026.