MapLeads vs ScrapeGraphAI: Which is Better in 2026?
A comprehensive comparison of MapLeads and ScrapeGraphAI covering features, pricing, use cases, and which tool is the right choice for your needs.
⚡ Quick Verdict
Choose MapLeads if:
- →You need searches run on the vendor's cloud — no proxies or open browser or every email verified with its verdict shown, not silently dropped
Choose ScrapeGraphAI if:
- →You want more affordable paid plans (from $20/mo)
- →You need a broader feature set (6 features vs 5)
- →You need describe the data in a prompt instead of writing selectors or structured json output resilient to markup changes
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MapLeads vs ScrapeGraphAI: At a Glance
Pricing Comparison: MapLeads vs ScrapeGraphAI
Understanding the pricing differences between MapLeads and ScrapeGraphAI is crucial for making the right choice. Here's how their plans compare side by side.
ScrapeGraphAI Pricing
💡 Pricing takeaway: Both MapLeads and ScrapeGraphAI offer free tiers, making it easy to try before you buy. Compare the specific plans to find the best value for your use case.
Feature-by-Feature Comparison
Here's how every feature from MapLeads and ScrapeGraphAI stacks up.
What Makes Each Tool Unique
🔵 Unique to MapLeads
Features available in MapLeads but not in ScrapeGraphAI:
- ✓Searches run on the vendor's cloud — no proxies or open browser
- ✓Every email verified with its verdict shown, not silently dropped
- ✓12.2M+ US business database filterable before you spend a credit
- ✓Webhook on search completion instead of polling
- ✓Unlimited CSV, Excel and JSON exports with no per-export charge
🟣 Unique to ScrapeGraphAI
Features available in ScrapeGraphAI but not in MapLeads:
- ✓Describe the data in a prompt instead of writing selectors
- ✓Structured JSON output resilient to markup changes
- ✓Page and endpoint monitors that alert on change
- ✓Concurrent crawls and per-tier request-rate ceilings
- ✓Basic and advanced proxy rotation on higher tiers
- ✓Non-expiring credit packs that stack on any subscription
Use Case Recommendations
Best for: MapLeads
MapLeads turns Google Maps, Bing Maps and Apple Maps searches into lead lists with names, phones, verified emails, websites and social profiles, across 195 countries and with no per-search result cap. Two things separate it from the general scraping tools in this space. First, searches run on MapLeads' own cloud infrastructure rather than your machine: start one, close the tab, and it works through the area on its own — no proxies to rotate, no browser to keep open — with the ability to cancel mid-run and a webhook fired at your endpoint on completion so downstream automation never has to poll. Second, every email is verified before it reaches you and the verdict travels with the record: deliverable, role-based, catch-all or dead, all shown rather than quietly dropped, and you pay only for results matching what you asked for. Alongside live searching there is a pre-built database of 12.2M+ US businesses you can filter by category, city, rating and whether a phone, website or email exists, with the matching count updating live before you spend a credit — so you can see what a list is worth before buying it. Contact details unlock at one credit each. Everything you have ever unlocked lives in one exportable table with unlimited CSV, Excel and JSON downloads and no per-export charge. API keys, a customer portal and webhook endpoints are on every plan.
Ideal use cases:
- •Teams or individuals who need searches run on the vendor's cloud — no proxies or open browser
- •Teams or individuals who need every email verified with its verdict shown, not silently dropped
- •Teams or individuals who need 12.2m+ us business database filterable before you spend a credit
- •Teams or individuals who need webhook on search completion instead of polling
- •Anyone focused on google-maps workflows
- •Anyone focused on lead-generation workflows
Best for: ScrapeGraphAI
ScrapeGraphAI is an AI-native web-scraping API that replaces brittle CSS selectors with a prompt: you say what data you want from a page and it returns structured output, so a site redesign that would have broken a traditional scraper mostly does not break this. It grew out of a widely used open-source Python library into a hosted V2 API the company describes as better, faster and cheaper than the first generation, and the commercial product wraps the extraction core in the operational parts that matter at scale — concurrent crawls, request-rate ceilings, and monitors that watch a page or endpoint and alert on change rather than requiring you to poll it yourself. Proxy rotation appears as a tiered feature, basic on the mid plan and advanced above it, which is the practical difference between scraping a cooperative site and scraping one that does not want to be scraped. Everything is metered in API credits with published rate limits per tier, and one-time credit packs stack on top of a subscription and never expire, so a spiky backfill job does not force a permanent upgrade. The company is SOC 2 Type 2 compliant and states that all requests run under that compliance boundary. Documentation, an API status page, a changelog and a comparison page are public, and there is a dedicated startup programme.
Ideal use cases:
- •Teams or individuals who need describe the data in a prompt instead of writing selectors
- •Teams or individuals who need structured json output resilient to markup changes
- •Teams or individuals who need page and endpoint monitors that alert on change
- •Teams or individuals who need concurrent crawls and per-tier request-rate ceilings
- •Anyone focused on web-scraping workflows
- •Anyone focused on structured-data workflows
🗃️ Other Data Extraction Tools to Consider
MapLeads and ScrapeGraphAI aren't the only options. Here are other popular tools in the same space:
Browse AI
No-code web scraping and monitoring tool.
Maxun
Open-source no-code platform to crawl, scrape, search, and AI-extract web data, with MCP, SDKs, and a visual recorder
Smooth
Serverless browser agent API scoring 92% on WebVoyager — proxies, sessions, and CAPTCHA solving handled
Siftly
Drop invoices or receipts in, get clean CSV, Excel, or Google Sheets data out, from $3.99/month
SocialKit
One API for YouTube, TikTok, Instagram, Facebook, X, and LinkedIn data — transcripts, stats, and profiles
AnyAPI
One key, one wallet, pay-per-request access to 1,200+ web data sources
Is one of these your tool?
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Frequently Asked Questions
Is MapLeads better than ScrapeGraphAI?
It depends on your needs. MapLeads offers 5 key features including Searches run on the vendor's cloud — no proxies or open browser and Every email verified with its verdict shown, not silently dropped, while ScrapeGraphAI provides 6 features including Describe the data in a prompt instead of writing selectors and Structured JSON output resilient to markup changes. MapLeads uses a paid model with a free tier, while ScrapeGraphAI is freemium with free access available. Choose based on which features and pricing model align with your requirements.
Is MapLeads cheaper than ScrapeGraphAI?
ScrapeGraphAI is cheaper, starting at $20/month compared to MapLeads's $50/month. Both tools offer free tiers, so you can try each before committing. Always check the official websites for the most current pricing.
Can I use MapLeads and ScrapeGraphAI together?
Yes, many users combine MapLeads and ScrapeGraphAI in their workflow. MapLeads excels at searches run on the vendor's cloud — no proxies or open browser, while ScrapeGraphAI shines with describe the data in a prompt instead of writing selectors. Using both allows you to leverage the strengths of each tool, though this means managing two subscriptions — though free tiers can help manage costs.
What's the main difference between MapLeads and ScrapeGraphAI?
While both are data extraction tools, MapLeads emphasizes searches run on the vendor's cloud — no proxies or open browser, whereas ScrapeGraphAI is known for describe the data in a prompt instead of writing selectors. The best choice depends on your specific workflow and feature priorities.
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