Software Alternatives, Accelerators & Startups

Scraper API VS LLMrefs

Compare Scraper API VS LLMrefs and see what are their differences

Scraper API logo Scraper API

Scale Data Collection with a Simple API.

LLMrefs logo LLMrefs

AI SEO Search Visibility & AI Rank Tracking Platform for LLM Search Engines like ChatGPT - GEO/AEO/LLMO
  • Scraper API Landing Page
    Landing Page //
    2026-03-23
  • Scraper API
    Image date //
    2025-03-19
  • Scraper API
    Image date //
    2025-03-19
  • Scraper API
    Image date //
    2025-03-19

ScraperAPI is a powerful and efficient web scraping API and tool designed to empower developers, data scientists, and businesses with reliable data extraction at scale. Our robust proxy API for web scraping simplifies web scraping, ensuring consistent access to vital web data without the frustration of IP bans or rate limits.

We take the complexity out of web scraping by handling the technical hurdles, including intelligent IP rotation, automatic CAPTCHA resolution, advanced parsing, and seamless JavaScript rendering. This allows you to focus on extracting valuable insights, making your web scraping projects more efficient and straightforward.

  • LLMrefs LLMrefs AI SEO product screenshot
    LLMrefs AI SEO product screenshot //
    2025-12-08

LLMrefs is an AI search analytics platform that tracks brand visibility across generative AI search engines. It shows whether AI assistants like ChatGPT, Perplexity, and Gemini mention your brand when users ask questions about your industry.

Supported AI Search Engines

LLMrefs monitors 11 platforms: OpenAI ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Google Gemini, Perplexity AI, Anthropic Claude, xAI Grok, Microsoft Copilot, Meta AI, and DeepSeek AI. Geo-targeting covers 20+ countries and 10+ languages.

Track Keywords, Not Prompts

You add keywords and LLMrefs handles the rest. The platform automatically generates prompts based on real conversations users have with AI chatbots. Results are aggregated across every prompt variation to ensure statistical significance.

Features

  • Multi-engine keyword tracking. Monitor how each AI engine responds to your keywords and whether your brand gets cited.
  • AI search volume data. See estimated monthly search volumes to prioritize keywords.
  • Brand citations and sources. View which URLs AI assistants use when mentioning your brand.
  • Competitor benchmarking. Track Share of Voice and Position metrics against competitors.
  • Weekly reports. Keywords update at least once per week with statistically significant results.
  • Exports and API. CSV exports and API access for custom integrations.
  • Unlimited projects and team members. One subscription covers all your domains.

Additional Tools

AI Crawlability Checker, Reddit Threads Finder, A/B Content Tester, and LLMs.txt Generator.

Pricing

LLMrefs Pro is $79 per month for 50 keywords, all 11 AI search engines, and 500 prompts per month. Start free with no credit card required.

LLMrefs helps brands succeed in both traditional SEO and Answer Engine Optimization (AEO).

Scraper API

$ Details
paid Free Trial $49.0 / Monthly (100,000 API Credits)
Release Date
-

LLMrefs

$ Details
freemium $79.0 / Monthly
Release Date
2025 May
Startup details
Country
United Kingdom
State
England
City
London
Founder(s)
James Berry
Employees
1 - 9

Scraper API features and specs

  • Proxy API for Web Scraping
    Access global data sources without getting blocked. Our intelligent system dynamically manages proxies, ensuring a smooth and uninterrupted data flow for your web scraping tool needs.
  • Automatic CAPTCHA Handling
    Say goodbye to manual CAPTCHA solving. ScraperAPI automatically handles CAPTCHAs, allowing for continuous and efficient scraping.
  • Headless Browser JavaScript Rendering
    Extract data from complex, dynamic websites with our built-in rendering engine and browser interaction capabilities. Perfect for scraping modern, JavaScript-heavy sites.
  • Highly Scalable Infrastructure
    Handle millions of asynchronous requests with our robust and efficient infrastructure. Whether you're scraping a few pages or millions, we've got you covered.
  • Developer-Friendly Integration
    Seamlessly integrate ScraperAPI into your projects using Python, Node.js, or any other programming language. Our intuitive API and comprehensive documentation make integration a breeze.
  • Enhanced Security & Compliance
    ScraperAPI prioritizes data security and compliance. We adhere to industry best practices, including data encryption and secure proxy management, ensuring your scraping operations remain secure and compliant with relevant regulations.

Possible disadvantages of Scraper API

  • Cost
    While ScraperAPI offers a free tier, the cost can become significant for larger projects as the pricing increases with the number of requests, which might not be cost-effective for very high volume scraping operations.
  • Rate Limits
    Even on the higher-tier plans, there are rate limits that could potentially hamper scraping tasks if the volume is extremely high or if the project requires real-time data extraction at a rapid pace.
  • Data Privacy Concerns
    Using a third-party service for scraping can raise data privacy concerns, particularly for sensitive or proprietary information, as data passes through an external server.
  • Dependency on External Service
    Relying on an external service like ScraperAPI introduces a dependency that could affect your operations if the API experiences downtime or if there are changes in the service terms.
  • Limited Customization
    While ScraperAPI simplifies many aspects of web scraping, it may not offer the same level of customization and control as developing a custom scraping solution tailored to specific needs.

LLMrefs features and specs

  • AI SEO tracking
    Track Share of Voice and Position metrics to see how you rank against competitors.
  • AEO brand visibility
    Monitor how 11 AI search engines respond to your keywords and whether your brand gets cited.
  • GEO data for marketing teams
    View which URLs AI assistants use as sources when they mention your brand.

Analysis of LLMrefs

Overall verdict

  • LLMrefs is a solid, purpose-built tool for tracking how your brand and content appear across AI-powered search and large language models, making it a useful choice for teams focused on the emerging field of generative engine optimization (GEO).

Why this product is good

  • Specializes in monitoring brand visibility and citations across AI platforms like ChatGPT, Perplexity, and Google's AI features
  • Helps businesses adapt their SEO strategy to the shift toward AI-driven search and answer engines
  • Provides insights into which prompts and queries surface your brand, aiding content optimization
  • Addresses a growing need as more users rely on LLMs instead of traditional search engines

Recommended for

  • Marketing teams and SEO professionals wanting to track brand presence in AI search results
  • Businesses investing in generative engine optimization (GEO) strategies
  • Content creators aiming to understand how LLMs cite and reference their material
  • Agencies managing multiple clients' visibility across AI platforms

Scraper API videos

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LLMrefs videos

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

Category Popularity

0-100% (relative to Scraper API and LLMrefs)
Web Scraping
100 100%
0% 0
SEO Tools
0 0%
100% 100
Data Extraction
100 100%
0% 0
SEO
0 0%
100% 100

Questions & Answers

As answered by people managing Scraper API and LLMrefs.

Why should a person choose your product over its competitors?

LLMrefs's answer:

  1. Track keywords, not prompts Most AI SEO tools make you manage individual prompts. LLMrefs lets you add keywords and automatically generates prompt variations based on real conversations users have with AI chatbots. This saves time and produces more realistic results.

  2. Statistical significance, not magic numbers Many competitors show vague "visibility scores" that are hard to interpret. LLMrefs uses transparent metrics like Share of Voice and Position. Results are aggregated and weighted across every prompt variation to ensure statistical significance.

  3. Affordable with no hidden fees LLMrefs Pro is $79 per month and includes all 11 AI search engines. Competitors often charge extra per engine or have tiered pricing that gets expensive quickly.

  4. Agency-friendly from day one One subscription covers unlimited projects and unlimited team members. Agencies do not need to buy separate accounts for each client.

  5. Data quality focus LLMrefs emphasizes being the only platform that takes data quality seriously. They continuously check prompts and only report results when they have enough data to be statistically significant.

  6. Comprehensive engine coverage Eleven AI search engines tracked in one dashboard. You do not need separate tools for ChatGPT, Perplexity, Google AI Overviews, and others.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Scraper API and LLMrefs

Scraper API Reviews

  1. Hasan
    ยท Working at Sociality.io ยท

    We are using Scraper API more than 6 months. The product is very effective and we integrate it into our SaaS software.


Best Data Scraping Tools
Scraper API deals with proxies, browsers, CAPTCHAS; thus you can get the raw HTML at any time from any website.

LLMrefs Reviews

We have no reviews of LLMrefs yet.
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Social recommendations and mentions

Based on our record, Scraper API seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Scraper API mentions (1)

LLMrefs mentions (0)

We have not tracked any mentions of LLMrefs yet. Tracking of LLMrefs recommendations started around May 2025.

What are some alternatives?

When comparing Scraper API and LLMrefs, you can also consider the following products

ScrapingBee - ScrapingBee is a Web Scraping API that handles proxies and Headless browser for you, so you can focus on extracting the data you want, and nothing else.

Otterly.AI - Stay ahead by monitoring and your content & brand across major AI Search Platforms. With Otterly.AI, you can automatically track brand mentions and website citations on Google AI Overviews/AI Mode, ChatGPT, Perplexity, Gemini, and Copilot.

Octoparse - Octoparse provides easy web scraping for anyone. Our advanced web crawler, allows users to turn web pages into structured spreadsheets within clicks.

Profound - Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.

Bright Data - World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.

Am I on AI - Discover if your business is being recommended by AI platforms like ChatGPT. Track your AI visibility with brand monitoring, competitor analysis, and weekly insights.