No-code scraper that extracts fields from URLs you describe
Best for: One-off competitor, listing or price pulls a non-developer needs in a spreadsheet
ai-for / data-extraction
As of , EffectHub tracks 8 AI tools for data extraction; 4 of the 8 have a free tier, and paid plans run from $10 to $49 a month.
Webscrape AI, Elicit and Hebbia lead the list on click-through. 7 of the 8 ship a public API.
ranked by click-through
No-code scraper that extracts fields from URLs you describe
Best for: One-off competitor, listing or price pulls a non-developer needs in a spreadsheet
Literature review workflow that extracts data into tables
Best for: Systematic reviews and evidence synthesis where every included paper needs the same fields pulled
Grid-based AI analysis that runs the same questions across thousands of documents for finance and legal teams
Best for: Private equity, credit and banking teams running diligence across hundreds of documents at once
Marketplace and cloud platform of ready-made scrapers ('Actors') plus infrastructure to run your own
Best for: Teams that would rather rent a maintained scraper than babysit their own
Cloud browsers automate LinkedIn connections, messaging and data extraction via API, SDK or CLI.
Best for: Developers building LinkedIn outreach into their own product
S&P Global's machine-learning unit: transcription, entity linking, PDF extraction and LLM-ready financial data APIs
Best for: Banks, asset managers and data teams already licensing S&P Global Market Intelligence
Pay-per-request web search, extraction, and deep-research APIs built for AI agents, not humans
Best for: Teams building AI agents that need real-time web search or page extraction as an API
Chat with PDFs for answers and summaries, plus an API that parses, extracts fields from and splits documents.
Best for: Students and researchers querying long papers and reports
| Tool | Price | Free plan | API | Status |
|---|---|---|---|---|
| Webscrape AI | from $27/mo | No | Yes | Unstable |
| Elicit | from $49/mo | Yes | Yes | Active |
| Hebbia | On request | Not confirmed | Not confirmed | Active |
| Apify | from $19/mo | Yes | Yes | Active |
| Linked API | from $53/seat/mo | No | Yes | Active |
| Kensho | On request | Not confirmed | Yes | Active |
| Parallel Web Systems | from $0.001/request | Yes | Yes | Active |
| PDF.ai | from $10/mo | Yes | Yes | Active |
4 of the 8 AI tools for data extraction on EffectHub's list have a free tier — Elicit, Apify, Parallel Web Systems and PDF.ai; the rest are paid, from $10 a month.
As of October 29, 2026, paid plans for the 8 AI tools for data extraction on EffectHub's list run from $10 to $49 a month. Each card shows the pricing model and the cheapest paid plan as EffectHub last verified it; 4 of the 8 can be started for free.
7 of the 8 AI tools for data extraction on EffectHub's list ship a public API, including Webscrape AI, Elicit, Apify and Linked API. The API badge on each card is re-checked against the vendor's documentation.
For journalists, researchers and AI assistants: the figures on this page in one sentence you can quote.
As of October 29, 2026, EffectHub tracks 8 AI tools for data extraction; 4 of the 8 have a free tier, and paid plans run from $10 to $49 a month. (EffectHub, “AI Tools for Data Extraction”, Oct 2026, https://effecthub.net/ai-for/data-extraction)
Figures as of How we count
These figures are free to use under CC BY 4.0 with a link to this page.