# Chat4Data vs Map Lead Scraper

Chat4Data records 32,851 monthly visits with -33.3% month-over-month growth and Freemium pricing. Map Lead Scraper records 14,249 monthly visits with -9.8% growth and Freemium pricing.

| Metric | [Chat4Data](https://openaitools.app/tool/chat4data) | [Map Lead Scraper](https://openaitools.app/tool/map-lead-scraper) |
| :--- | :--- | :--- |
| Website URL | https://chat4data.ai | https://www.mapleadscraper.com |
| Categories | AI Web Scraping, AI Chatbot, AI Assistant | AI Web Scraping, AI Lead Generation, AI Data Mining |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 32,851 | 14,249 |
| MoM Growth Rate | -33.3% | -9.8% |
| Primary Market | United States | United States |
| Direct Visits | 13,412 | 5,685 |
| Review Score | 3.9 | 3.9 |
| Saved Count | 1 | 9 |
| Supported Platforms | Website | Website |

## Chat4Data

Chat4Data is a Chrome extension that turns web scraping into a conversation. Instead of building selectors or writing scraper code, you describe the data you want in plain language — products, listings, contacts — and the assistant explores the page, identifies the right fields, clicks through pagination and returns a structured dataset ready for Excel, CSV or JSON. It targets non-technical users in e-commerce, recruitment, real estate, research and lead generation who need repetitive data collection done quickly.

The extension distinguishes itself by understanding a page in two ways at once: its visual layout and its underlying markup. That dual reading is what lets it keep finding the correct rows after a site redesign, a common failure point for brittle selector-based scrapers. It also captures a wide range of data types in a single pass — images, links, emails, phone numbers and even hidden elements — and filters out navigation, sidebars and ads automatically, with the option to refine focus conversationally.

Practical friction is handled with a human-in-the-loop model. When a site presents a login wall, CAPTCHA or verification challenge, Chat4Data pauses and asks you to complete the step, then resumes where it left off so a run is never lost. Because everything executes in your own Chrome session, the vendor states it never sees, stores or accesses your scraped pages or credentials. A credit system meters usage, with free starter credits, monthly plans and pay-as-you-go top-ups.

**Pricing & Plans:** Freemium. New users receive free starter credits (the site advertises an initial bonus refreshed across the first few login days). Paid usage runs on credits: roughly $1 per 100 credits for top-ups, or monthly subscriptions — Pro at about 2,000 credits and Max at about 8,000 credits per month. Credits are consumed by chat interactions and analysis, and the amount varies with page complexity.

- **Natural-language extraction:** Describe the data you want in plain English and Chat4Data explores the page, picks the right fields and works through pagination and clicks.
- **Resilient to layout changes:** The AI reads both how a page looks and how it is built, so it keeps finding the right data even when layouts shift or the underlying code changes.
- **Human-in-the-loop for logins and CAPTCHAs:** When a site asks for verification or a login, Chat4Data pauses and hands control to you, then resumes exactly where it stopped so no run is wasted.
- **Every data type on one page:** Images, links, emails, phone numbers and hidden elements are captured in the same run, then exported ready for analysis.
- **Runs entirely in your browser:** Extraction happens inside your Chrome session, so scraped pages and credentials are never sent to or stored on Chat4Data's servers.

**Strengths:** No coding required — describe the data you want in plain language; Understands both page layout and markup, so it survives site redesigns; Captures images, links, emails, phone numbers and hidden elements in one pass; Human-in-the-loop handling of logins and CAPTCHAs avoids wasted runs

[Profile (Markdown)](https://openaitools.app/tool/chat4data.md)

## Map Lead Scraper

Map Lead Scraper is a lightweight Chrome and Edge extension built for outbound sales, local SEO and market research. You search Google Maps as usual, open the extension, and it collects the listings on screen into a structured dataset. Around 30 data fields are supported, from business name, phone and full address to categories, rating, review count, opening hours, Cid, Place ID and Kgmid.

Email and social profile extraction work differently from the core listing fields: the tool visits each business website found on Google Maps and looks for a contact page or email address, then compiles social media URLs such as Facebook, Instagram, LinkedIn and Yelp. Results export to CSV or XLS, and paid tiers remove the per-search record limit and enable automatic bulk extraction across searches.

The free tier covers up to 1,000 exported leads per month with a 15-record limit per export, which is enough to test the workflow on a single neighborhood. Pro raises the cap to 100,000 monthly exports with unlimited records per export, and the practical tip from the vendor is to search smaller areas such as a city or ZIP code rather than a whole state for better coverage.

**Pricing & Plans:** Freemium with no credit card required to start. The Free plan allows 1,000 exported leads per month with 15 records per export. Pro costs $9.9 per month billed yearly or $19.9 per month billed monthly and includes 100,000 monthly exports with unlimited records per export, email and social extraction, and automatic bulk extraction.

- **One-click Maps extraction:** Search Google Maps normally, open the extension and pull the visible listings into a structured table without manual copying.
- **Around 30 data fields:** Capture name, phone, website, domain, full address, categories, price range, rating, review count, opening hours, Cid, Place ID, Plus code and coordinates.
- **Email and social discovery:** On paid plans the scraper visits each business website to find contact pages and email addresses, and collects social profiles from Facebook, Instagram, LinkedIn, Yelp and more.
- **CSV and XLS export:** Download results as a spreadsheet for direct import into a CRM, outreach tool or analytics workflow.
- **Bulk extraction mode:** Pro unlocks automatic batch scraping so you can run many searches back to back without hitting per-export record limits.

**Strengths:** Runs as a browser extension with no separate software to install or maintain; Free tier is genuinely usable for testing on a small area; Covers email and social discovery that Google Maps does not display directly; Exports straight to CSV or XLS for CRM and outreach tools

**Limitations:** Only works with Google Maps, not other map providers; Email and social lookups are limited to paid plans; Large regions need to be broken into smaller searches such as cities or ZIP codes

[Profile (Markdown)](https://openaitools.app/tool/map-lead-scraper.md)

## Frequently Asked Questions

### How do Chat4Data and Map Lead Scraper compare in monthly traffic?

Chat4Data has 32,851 monthly visits, while Map Lead Scraper has 14,249. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Chat4Data has a month-over-month growth rate of -33.3%; Map Lead Scraper has -9.8%.

### How does pricing compare?

Chat4Data: Freemium. Freemium. New users receive free starter credits (the site advertises an initial bonus refreshed across the first few login days). Paid usage runs on credits: roughly $1 per 100 credits for top-ups, or monthly subscriptions — Pro at about 2,000 credits and Max at about 8,000 credits per month. Credits are consumed by chat interactions and analysis, and the amount varies with page complexity. Map Lead Scraper: Freemium. Freemium with no credit card required to start. The Free plan allows 1,000 exported leads per month with 15 records per export. Pro costs $9.9 per month billed yearly or $19.9 per month billed monthly and includes 100,000 monthly exports with unlimited records per export, email and social extraction, and automatic bulk extraction.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Monica](https://openaitools.app/tool/monica-ai) | 4,512,775 | -11.3% | Freemium | All-in-one AI assistant across web, browser, desktop and mobile | [.md](https://openaitools.app/tool/monica-ai.md) |
| 2 | [Sider](https://openaitools.app/tool/sider-ai-extension) | 2,644,740 | -10.6% | Freemium | Your AI agent for the browser: chat, automate and create from one sidebar | [.md](https://openaitools.app/tool/sider-ai-extension.md) |
| 3 | [HARPA AI](https://openaitools.app/tool/harpa-ai) | 537,461 | +99.3% | Freemium | One browser agent that combines every major AI model with web automation | [.md](https://openaitools.app/tool/harpa-ai.md) |
| 4 | [Thunderbit](https://openaitools.app/tool/thunderbit) | 391,726 | -21.9% | Freemium, Contact for Pricing | Agentic web scraper that turns any page into ready-to-use data | [.md](https://openaitools.app/tool/thunderbit.md) |
| 5 | [Octoparse](https://openaitools.app/tool/octoparse) | 184,251 | +1.2% | Freemium, Free Trial, Paid, Contact for Pricing | Agentic, no-code web scraping that turns any URL into clean structured data | [.md](https://openaitools.app/tool/octoparse.md) |
| 6 | [Retriever AI](https://openaitools.app/tool/retriever-ai) | 45,292 | +32% | Freemium | Free AI browser agent that works anywhere you're signed in | [.md](https://openaitools.app/tool/retriever-ai.md) |
| 7 | [G Maps Extractor](https://openaitools.app/tool/google-maps-scraper) | 45,055 | -8.8% | Freemium, Contact for Pricing | Scrape Google Maps business leads and export them to CSV, Excel, or JSON | [.md](https://openaitools.app/tool/google-maps-scraper.md) |
| 8 | [IGLeads](https://openaitools.app/tool/igleads) | 44,171 | -1% | Paid | No-code email scraping for B2B and B2C lead lists | [.md](https://openaitools.app/tool/igleads.md) |
| 9 | [Lection](https://openaitools.app/tool/lection) | 32,358 | +6.7% | Freemium | AI web scraper that turns any website into structured data | [.md](https://openaitools.app/tool/lection.md) |
| 10 | [GMPlus](https://openaitools.app/tool/gmplus) | 29,491 | -19.5% | Freemium, Free | Free Google Maps extractor with emails, phones and structured exports | [.md](https://openaitools.app/tool/gmplus.md) |

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Source: https://openaitools.app/compare/chat4data-vs-map-lead-scraper

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