Compare
Data Normalizer vs MrScraper
Provides data scraping, not normalization of existing spreadsheets
Which to pick
Pick Data Normalizer if you want…
- AI-powered data cleaning for spreadsheets
- Integrations with CSV or Excel (on Data Normalizer's list, not MrScraper's)
Pick MrScraper if you want…
- AI-driven web scraping at scale
- Web data extraction
- Integrations with Webhooks, SQL databases or AWS S3 (on MrScraper's list, not Data Normalizer's)
Side by side
- What it is
- Data Normalizer:Data Normalizer uses AI to automatically clean and standardize Excel and CSV data in seconds.
- MrScraper:MrScraper is an AI-powered web scraper that turns any website into clean, structured data via API or visual tool.
- Best for
- Data Normalizer:AI-powered data cleaning for spreadsheets
- MrScraper:AI-driven web scraping at scale
- Who it’s for
- Data Normalizer:Data analysts, developers, and anyone who works with CSV/Excel datasets.
- MrScraper:Developers and data teams needing scalable web data extraction.
- Pricing
- Data Normalizer:Freemium
- MrScraper:Freemium
- Plans
- Data Normalizer:Free $0
- MrScraper:Free $0 · Pro $199 per month
- Works with
- Data Normalizer:CSV, Excel
- MrScraper:Webhooks, SQL databases, AWS S3, Zapier, n8n, Email
Data Normalizer features
- Typo correction. Detects and fixes spelling mistakes such as "serbices" → "services".
- Shortcut expansion. Normalizes abbreviations like "Ltd." to full forms.
- Capitalization consistency. Unifies case differences, e.g., "Apple" vs "APPLE".
- Synonym handling. Maps equivalent terms such as "Attorney" ↔ "Lawyer".
- Number format standardization. Converts varied numeric formats (1,000, 1000, 1k) to a consistent style.
- Excel support. Processes both CSV and Excel files, with priority processing for paid credits.
MrScraper features
- AI-Powered Extraction. Automatically parses page layouts and returns structured data without writing selectors.
- Rotating Residential Proxies. Built-in home IP proxies keep scrapes unblocked and hide your traffic.
- Visual Scraper & JavaScript Scenarios. Point-and-click or run custom JS to capture dynamic content before extraction.
- Scheduled & Repeatable Workflows. Set scrapers to run on any interval and deliver results automatically.
- Webhook & Integration Outputs. Send scraped data to webhooks, SQL, AWS S3, Zapier, n8n or email.
- Usage Analytics & Monitoring. Track token consumption, run history and performance metrics in the dashboard.
Data Normalizer vs MrScraper FAQ
Is Data Normalizer or MrScraper free?+
Data Normalizer has a free plan and paid plans. MrScraper has a free plan; paid plans start at $199/month (Pro).
Do Data Normalizer and MrScraper integrate with the same tools?+
Their integration lists don't overlap: Data Normalizer lists CSV and Excel; MrScraper lists Webhooks, SQL databases, AWS S3, Zapier and 2 more.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.