PromptLoop vs ScrapeGraphAI: Which is Better in 2026?
A comprehensive comparison of PromptLoop and ScrapeGraphAI covering features, pricing, use cases, and which tool is the right choice for your needs.
⚡ Quick Verdict
Choose PromptLoop if:
- →You want more affordable paid plans (from $18/mo)
- →You need ai agents that search, scrape and enrich in one flow or strong coverage of small and local businesses
Choose ScrapeGraphAI if:
- →You need describe the data in a prompt instead of writing selectors or structured json output resilient to markup changes
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PromptLoop vs ScrapeGraphAI: At a Glance
Pricing Comparison: PromptLoop vs ScrapeGraphAI
Understanding the pricing differences between PromptLoop and ScrapeGraphAI is crucial for making the right choice. Here's how their plans compare side by side.
PromptLoop Pricing
ScrapeGraphAI Pricing
💡 Pricing takeaway: Both PromptLoop 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 PromptLoop and ScrapeGraphAI stacks up.
What Makes Each Tool Unique
🔵 Unique to PromptLoop
Features available in PromptLoop but not in ScrapeGraphAI:
- ✓AI agents that search, scrape and enrich in one flow
- ✓Strong coverage of small and local businesses
- ✓Custom data points rather than a fixed schema
- ✓Phone, email and geographic enrichment
- ✓HubSpot AI enrichment, CRM integrations and a web API
- ✓Published credit-to-company conversion and overage rates
🟣 Unique to ScrapeGraphAI
Features available in ScrapeGraphAI but not in PromptLoop:
- ✓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: PromptLoop
PromptLoop builds B2B datasets with AI agents that search, scrape and enrich in one flow, aimed at go-to-market teams whose account research is currently a manual scraping and qualification process. The specific claim worth noting is its focus on small and local businesses — the segment where the established data providers are weakest, because their coverage comes from firmographic databases that thin out fast below the enterprise tier, whereas an agent that reads the actual website can extract almost anything a human researcher could. Users define the exact data points they need in custom or advanced formats rather than choosing from a fixed schema, which is the practical difference between an enrichment provider and a research agent: if the qualifying signal for your product is something idiosyncratic, a fixed schema cannot give it to you. Around the extraction sit AI company search, phone and email enrichment, geographic search, HubSpot AI enrichment, general CRM integrations and a web API. Billing is credit-based with published overage rates and volume discounts, and the credit-to-company conversion is stated openly — roughly 200 to 300 companies per 1,000 credits — which makes it possible to estimate cost per enriched account before signing up. The free tier includes 500 credits and unlimited agents, so the extraction quality can be tested against your own target list rather than a demo dataset.
Ideal use cases:
- •Teams or individuals who need ai agents that search, scrape and enrich in one flow
- •Teams or individuals who need strong coverage of small and local businesses
- •Teams or individuals who need custom data points rather than a fixed schema
- •Teams or individuals who need phone, email and geographic enrichment
- •Anyone focused on b2b-data workflows
- •Anyone focused on enrichment 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
PromptLoop 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?
This page ranks for "PromptLoop vs ScrapeGraphAI" — buyers comparing the two land here, and ChatGPT and Perplexity cite it. Claim your listing for $19 one-time — no subscription, nothing to cancel — and get a Featured badge, top placement in your category, and a permanent dofollow backlink. Prefer it ongoing? Monthly is one click away on the next page.
Frequently Asked Questions
Is PromptLoop better than ScrapeGraphAI?
It depends on your needs. PromptLoop offers 6 key features including AI agents that search, scrape and enrich in one flow and Strong coverage of small and local businesses, while ScrapeGraphAI provides 6 features including Describe the data in a prompt instead of writing selectors and Structured JSON output resilient to markup changes. PromptLoop uses a freemium 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 PromptLoop cheaper than ScrapeGraphAI?
PromptLoop is cheaper, starting at $18/month compared to ScrapeGraphAI's $20/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 PromptLoop and ScrapeGraphAI together?
Yes, many users combine PromptLoop and ScrapeGraphAI in their workflow. PromptLoop excels at ai agents that search, scrape and enrich in one flow, 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 PromptLoop and ScrapeGraphAI?
While both are data extraction tools, PromptLoop emphasizes ai agents that search, scrape and enrich in one flow, 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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