Isomeric
Isomeric is an AI-powered service designed to transform unstructured text into structured data. It operates by allowing users to define the structure they desir...
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What is Isomeric?
Isomeric is an AI-powered platform that transforms messy, unstructured text into machine-readable, deterministic JSON. The tool uses artificial intelligence to semantically understand unstructured text and extract the specific data users need, following the JSON Schema specification. Users define their desired output format by designing a JSON schema with descriptions to guide the AI, and Isomeric processes the input text to return structured data.
Key features include web scraping capabilities that extract data from entire webpages by getting page text and defining the schema, browser extension support that finds data on any page without needing to integrate with each site individually, customer support extraction for themes, products, sentiment and customer details from conversations, data platform integration for extracting insights from user behavior like clicks and scrolls, and legal document processing that captures parties, decisions, monetary values, locations, and themes from lengthy legal documents. The platform offers a robust REST API for integration, a new Javascript SDK v1.0 available at NPM, and handles nested and complex models while preserving structure and context across diverse inputs.
Isomeric is designed for businesses and developers including data orchestration platforms, customer support platforms, lawyers and legal providers, e-commerce and real estate browser extension developers, web scrapers, and data scientists who need to extract data from websites for data analysis, machine learning training, or building applications. The tool eliminates the need for a traditional scraper stack and simplifies the data extraction process with a single API call.
Isomeric pricing
Pricing model: Paid
Solo: $149/month ($0.06/request) with 2,500 requests, first 50 requests free, REST API, no throttle, 14-day money-back guarantee. Startup: $259/month ($0.05/request) with 5,000 requests, first 50 requests free, REST API, no throttle, 14-day money-back guarantee. Growth: $899/month ($0.04/request) with 25,000 requests, first 50 requests free, REST API, no throttle, 14-day money-back guarantee. Custom: As low as $0.004 per request with dedicated solution engineer, custom integration, custom trained AI model, enterprise SLA, REST API, no throttle, 14-day money-back guarantee. All plans include first 50 free requests.
Isomeric pros
- Converts unstructured text to deterministic JSON
- Follows JSON Schema specification strictly
- Semantic understanding of unstructured text
- Works with websites, transcripts, legal docs, and more
- REST API for easy integration
- New Javascript SDK v1.0 available on NPM
- No throttle on requests
- Handles nested and complex models
- Preserves structure and context across inputs
- Supports web scraping without scraper stack
- Browser extensions work on any page without site-specific integration
- Extracts sentiment from customer conversations
- Captures monetary values from legal documents
- First 50 requests free on all paid plans
- 14-day money-back guarantee on all plans
Isomeric cons
- No free tier available (only first 50 requests free)
- Solo plan expensive at $149/month
- Startup plan at $259/month may be high for small projects
- Growth plan at $899/month is pricey
- Custom plan pricing not transparent upfront
- Requires users to design their own JSON schema
- LLM may extract wrong price if schema lacks title context
- Not ideal for users wanting fixed templates
Frequently asked questions about Isomeric
What is Isomeric and what does it do?
Isomeric is an AI-powered service that transforms unstructured text into structured data by allowing users to define the desired data structure and then extracting specified information from raw text, returning it as deterministic JSON. It uses artificial intelligence to semantically understand unstructured text to extract specific data users need.
How do I use Isomeric to extract data from text?
First, sign up and go through the simple onboarding process. Then design your desired data format using JSON Schema spec, including descriptions to guide the AI. Input your unstructured text from websites or documents, and Isomeric will process it to deliver structured JSON output with the data you specified.
What types of unstructured text can Isomeric process?
Isomeric can process websites, transcripts, legal documents, customer support conversations, user behavior data (clicks, scrolls, page views), contract language, content from websites, and much more. It handles diverse inputs from web scraping to browser extensions to general information extraction.
What is the JSON Schema requirement for Isomeric prompts?
An Isomeric prompt is the JSON schema passed in the 'schema' key of your POST request body. Each schema strictly follows the JSON Schema spec and must include a 'type' and 'properties' for objects. Every key needs a valid type (string, number, boolean, object, array) and descriptions are the most powerful value for informing the LLM what data you're looking for.
Does Isomeric offer a free tier?
Isomeric does not have a traditional free tier, but all paid plans include the first 50 requests free. The Solo, Startup, and Growth plans all offer this benefit along with their respective request allowances, REST API access, no throttle, and 14-day money-back guarantee.
How can I integrate Isomeric into my application?
Isomeric provides a robust REST API for integration that you can use with POST requests containing your text and JSON schema. Additionally, a new Javascript SDK v1.0 was recently released and is available on NPM for easier JavaScript/Node.js integration.
What makes Isomeric different for browser extensions?
Typically with browser extensions you need to integrate with each specific site you want your extension to work on. Isomeric can find the data you need on any page without site-specific integration, making it ideal for scaling browser extensions across e-commerce, real estate, and other domains.
How does Isomeric handle nested data structures?
Isomeric uses powerful 'object' prompt types that contain children types, allowing for nested structures. For improved results with nested data like recipe information, it's best to make the top-level object your main category (like 'recipe') with nested properties for title, ingredients, steps, etc. Arrays can also contain objects with multiple properties.
What pricing plan is best for my project size?
Solo ($149/month, 2,500 requests) is best for personal use and next projects. Startup ($259/month, 5,000 requests) is recommended for early-stage projects not yet ready to scale. Growth ($899/month, 25,000 requests) is best for large projects where unit costs are important. Custom plans offer as low as $0.004 per request for scaled use cases.
Can I control the output format and constrain model responses?
Yes, Isomeric provides several control attributes: 'pattern' for regular expressions to constrain output format, 'options' to limit responses to a list of choices, 'max_tokens' to control generated token count per key, 'stop' sequences to tell the model when to stop generating, 'max_items' for arrays to control list size, and 'nullable' to prevent hallucination when values don't exist (returns null instead).