# cloro Reviews **Vendor:** cloro **Category:** [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools) **Average Rating:** 4.7/5.0 **Total Reviews:** 23 ## About cloro Extract structured data from ChatGPT, Perplexity, Grok, Gemini, Google Search, Copilot, and AI Overview. Get parsed objects from multiple regions with one API, with the real user interface responses with any scale and format you need. Why is cloro your best option? - API responses are nothing like the UI - Direct provider APIs don't give you the tools to influence SEO - Each provider requires separate API integration, creating technical overhead - We offer up to 12x cost savings vs. directly using the AI model APIs - Token-based pricing varies by model and provider, making costs unpredictable Easily extract markdown, text or HTML. We parse the relevant objects of each response, such sources, citations, query fan-out, shopping and others. ## cloro Reviews ### 1. Empowered AI Integration without API Hassles **Rating:** 5.0/5.0 stars **Reviewed by:** akaragul a. | software developer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 12, 2026 **What do you like best about cloro?** I really appreciate how Cloro enables me to use multiple AI platforms without needing to rely on API use. It offers the opportunity to use the web interface of chatbots like OpenAI's ChatGPT or Gemini, which have many features available on the chat interface that aren't accessible through the API. This is a significant feature for me. Another thing I like is the data documentation. It's great and very easy to understand. While coding, I can just copy their documents and paste them into my agent, enabling it to do whatever I need. This has made the setup process straightforward and saved me so much time. **What do you dislike about cloro?** I love every detail about Cloro. Nothing is dislikable **What problems is cloro solving and how is that benefiting you?** Cloro enables me to use multiple AI platforms without APIs, providing web interface access to bots like OpenAI's ChatGPT, which have more features than APIs. The great documentation simplifies setup, saving me days of exploratory work. It automates using chat interfaces, enhancing our current Azure setup. ### 2. Streamlined AI Data Extraction and SEO Auditing **Rating:** 5.0/5.0 stars **Reviewed by:** you s. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 23, 2026 **What do you like best about cloro?** I like Cloro's Multi-Model "Ground Truth" capability and the Query Fan-out insight feature, which provide invaluable insight into how different large language models (LLMs) perceive and prioritize information. This is especially useful for understanding AI SEO and building automated content workflows. Cloro excels in high-fidelity citation mapping, reliably extracting exact source URLs and citations into a clean, structured JSON format, making it robust for verifying AI claims and tracking brand visibility. The setup was smooth and took under 15 minutes with its unified API interface and structured output from the start. I didn't have to spend time on data cleaning since Cloro provided clean and structured JSON. Its intuitive dashboard helps test queries and see Query Fan-out logic visually. Overall, it acts as a force multiplier for my agile operations, enabling me to handle tasks that typically require a larger team with ease. **What do you dislike about cloro?** While Cloro is a standout tool for AI SEO, there are a few technical and operational areas where it could improve to better support a high-scale developer's workflow: 1. Cost Predictability & Credit Transparency: Cloro uses a credit-based system where different models have varying costs per request, making it difficult to forecast credit usage in large audits. I'd love to see a cost-estimation endpoint or more granular usage alerts. A 'flat-rate' tier for specific high-volume models would be a game-changer for budgeting. 2. Latency & Async Support: The API response times are higher as Cloro waits for LLMs to generate a full response, which can lead to timeouts. A native webhook or callback system is a must to ping once the structured JSON is ready. 3. Hyper-Local Granularity: Currently supports primarily country-level targeting, adding city-level targeting would be valuable. 4. Raw Data Access: Occasionally, I need to see raw HTML or the original stream to debug specific citations. An optional parameter to return raw source data alongside the structured JSON would help with troubleshooting. **What problems is cloro solving and how is that benefiting you?** I use Cloro to transform messy AI data into structured information, saving development time. It solves parsing and maintenance issues with AI scrapers and reveals internal search queries, allowing me to refine content strategies and automate workflows efficiently. ### 3. Superior Response Parsing, Worth the Cost **Rating:** 5.0/5.0 stars **Reviewed by:** Zeyad S. | AI & Automations Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** March 16, 2026 **What do you like best about cloro?** I find Cloro much better than other tools I've tried like BrightData and Oxylabs for scraping ChatGPT responses. It loads and parses returned data with ease, making information extraction simpler. Even though it's more expensive, I believe it's worth it because it reduces wasted API requests, ensuring every request is utilized efficiently. I really like that Cloro returns a lot more responses in the shopping mode of ChatGPT. The initial setup was very easy, which is a big plus for me. Overall, I'd rate my likelihood of recommending Cloro to others as a solid 10 out of 10. **What do you dislike about cloro?** If there is a Boolean value where we make ChatGPT go into shopping mode, it will be better. **What problems is cloro solving and how is that benefiting you?** I find that Cloro makes extracting information easier, saving unnecessary API requests, and it returns a lot more responses in shopping mode, making it better than other tools like Oxylabs. ### 4. Effortless and Modern LLM Citation Tracking **Rating:** 5.0/5.0 stars **Reviewed by:** Oliver H. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** April 12, 2026 **What do you like best about cloro?** I find Cloro super easy to use and appreciate the different approach they take compared to most citation trackers. It has a modern feel and I'm happy with its fair pricing. I also like the fact that it allows tracking of five different HelloLabs, which is fantastic, and their documentation is super clear. The initial setup of Cloro was very super simple. **What do you dislike about cloro?** They should include Claude API tracking. Because at the moment, you can't track Claude's API or their AI. People are using Cloudera more and more nowadays. **What problems is cloro solving and how is that benefiting you?** I use Cloro for reporting LLM citations back to clients, offering a modern and easy-to-use UI. It takes a different approach than typical LLM citation trackers by using the UI rather than just the API. ### 5. Streamlined Integration for Brand Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Program Development | Small-Business (50 or fewer emp.) **Reviewed Date:** April 24, 2026 **What do you like best about cloro?** I find cloro incredibly easy to use, and it offers a single endpoint for all platforms, which is extremely convenient. In our backend, querying ChatGPT, Gemini, Perplexity, Copilot, and Google AI as part of our brand analytics pipeline used to mean maintaining separate SDKs and authentication flows for each, but with cloro, it's just one POST request with the same payload structure regardless of the platform. This alone saved us days of integration work. The initial setup was super easy, with simple and understandable flows. **What do you dislike about cloro?** No webhook or async mode for long-running LLM queries (some take 60-120s). We have to hold the connection open. An async mode where we POST a job and get a callback/webhook when it's ready would be a game changer for our background worker architecture. **What problems is cloro solving and how is that benefiting you?** Cloro is a single stop for all best models, easing UI scraping and analytics. It simplifies integration by replacing multiple SDKs with a single endpoint, saving days of work. It's super easy to set up and use with a consistent payload structure. ### 6. Unified Experience and Cost Efficiency **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Public Relations and Communications | Small-Business (50 or fewer emp.) **Reviewed Date:** May 28, 2026 **What do you like best about cloro?** I really like the unified experience that Cloro provides. Having everything in one place is a big plus, and I find not having to set up custom scrapers pretty good. **What do you dislike about cloro?** I think it would be great to have the optionality to scrape other models. Because otherwise, we need to go out and find external ways to get data (e.g. Claude). **What problems is cloro solving and how is that benefiting you?** Cloro solves the issue of the difference between using an API and a chat interface, especially for understanding consumer identity. It makes everything a lot easier and cheaper than using the API. ### 7. A simple and accessible tool for LLM with multiple models **Rating:** 5.0/5.0 stars **Reviewed by:** Nick A. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 25, 2026 **What do you like best about cloro?** I like the price and variety of models in cloro, everything is very simple. Easy connection to different models and getting responses that real users see is also a big plus. The initial setup turned out to be very simple. **What do you dislike about cloro?** maybe increase the number of simultaneous connections for one account, or possibly make it not a subscription but a model where I will pay as you go **What problems is cloro solving and how is that benefiting you?** I use Cloro to send dozens of prompts to various LLM models, receiving the same responses as a regular user. This allows me to analyze the responses for my clients and recommend strategies to improve visibility in LLM responses. ### 8. Eases Infra Management at Scale, Needs Better Concurrency Handling **Rating:** 5.0/5.0 stars **Reviewed by:** Jonathan L. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 18, 2026 **What do you like best about cloro?** I like Cloro's easy documentation, which makes it straightforward to understand and work with. It helps in saving infrastructure headaches, especially when dealing with updates on web scrappers. I also appreciate that I don't need to maintain, especially at scale, which is a big relief. **What do you dislike about cloro?** Concurrency limits are a bit hard to work with for the free plan. Async and sync endpoints are also a bit confusing. **What problems is cloro solving and how is that benefiting you?** I use Cloro for scrapping AI assistants, fixing infra/dev maintenance, avoiding infrastructure headaches, and staying updated on web scrappers. The easy documentation helps, and I don't need to maintain it, especially at scale. ### 9. Clean, Well-Structured JSON Responses and an Easy-to-Integrate REST API **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** March 07, 2026 **What do you like best about cloro?** The JSON response is well-structured and parsed — text, citations, sources, all separated cleanly. No need to parse raw HTML like with other providers. Response time around 20 seconds for ChatGPT. Simple REST API, easy to integrate. Supports multiple AI platforms from one endpoint. **What do you dislike about cloro?** Still evaluating, minimum plan starts at $100/month which can be steep for small projects. Would appreciate a smaller tier for testing. **What problems is cloro solving and how is that benefiting you?** Monitoring how brands appear in AI search results across ChatGPT, Perplexity, and other platforms for SEO clients. ### 10. Seamless LLM Integration with Intuitive Simplicity **Rating:** 4.5/5.0 stars **Reviewed by:** Aakash P. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 22, 2026 **What do you like best about cloro?** I like the ease of use and simplicity of Cloro, which really stand out to me. The credits system is on point, making it straightforward to manage. The initial setup was just a breeze, and I appreciate how Cloro acts as a unified gateway to access extensive data from LLMs, benefiting from the variety of providers it supports. **What do you dislike about cloro?** The credits usage explainer can be better. **What problems is cloro solving and how is that benefiting you?** Cloro serves as a unified gateway to access data from top LLMs, addressing discrepancies up to 25%. It's easy to use and simplifies getting extensive data with various providers. ### 11. Easy Setup, Great Usability for Startups **Rating:** 4.0/5.0 stars **Reviewed by:** Alexander M. | Lead Solutions Architect, Small-Business (50 or fewer emp.) **Reviewed Date:** May 11, 2026 **What do you like best about cloro?** I use Cloro for my startup rekkd.io, which helps restaurant owners and marketers see how different LLMs perceive their business. I really like Cloro's usability, and I appreciate having full information about sources and visited resources when I send a prompt. The initial setup was super easy, just a few steps following their instructions. **What do you dislike about cloro?** number of supported llms **What problems is cloro solving and how is that benefiting you?** I use Cloro for observability of businesses by different LLMs, which helps restaurant owners and marketers. ### 12. Easy Integration and Excellent Value for Small Teams **Rating:** 5.0/5.0 stars **Reviewed by:** André F. | Senior Investment Associate, Global and Iberia, Small-Business (50 or fewer emp.) **Reviewed Date:** April 16, 2026 **What do you like best about cloro?** I find Cloro very easy to use with a great user experience, and I appreciate the fair pricing for the value it provides. The API is easy to integrate, which stands out to me as well. The setup was very easy too, which was a big plus for me. **What do you dislike about cloro?** There could be a smaller plan for deeper testing, but the 500 free credits are very nice **What problems is cloro solving and how is that benefiting you?** I use Cloro for scraping LLM responses and extracting data through an API. ### 13. Solid Developer Experience with Pricing Concerns **Rating:** 4.0/5.0 stars **Reviewed by:** MD R. | VP of Web Development, Small-Business (50 or fewer emp.) **Reviewed Date:** April 15, 2026 **What do you like best about cloro?** I like that Cloro offers a very good developer experience, which I find impressive. It's convenient to have all the necessary platform functions in a single place with Cloro. This is what makes it stand out for me. **What do you dislike about cloro?** Maybe the pricing could be improved so in some cases, the pricing may seem very pricey. But in general, the pricing can be improved. **What problems is cloro solving and how is that benefiting you?** I use Cloro for tracking my AI prompt and building products based on Cloro APIs. ### 14. Standardized, Simple API Responses That Just Work **Rating:** 5.0/5.0 stars **Reviewed by:** Man Ho W. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** April 06, 2026 **What do you like best about cloro?** The API response is fairly standardized and has a simple structure, so I don’t need a complicated process to handle it. **What do you dislike about cloro?** Monitoring of Claude’s responses is missing. **What problems is cloro solving and how is that benefiting you?** It help me to analyze how llm could response and what it is citing on particular prompts. ### 15. Affordable, Fast, and Reliable AI API Solution **Rating:** 5.0/5.0 stars **Reviewed by:** Chanwoo S. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** April 13, 2026 **What do you like best about cloro?** I find Cloro to be very useful for AI API calling as it's cheap and fast. I also like that it offers UI scraping at an affordable cost, making it reasonably priced for what it provides. The initial setup was easy, which added to a positive experience. **What do you dislike about cloro?** Pretty much liked everything. Strongly Recommended **What problems is cloro solving and how is that benefiting you?** I use Cloro for AI API calls, which is cheap and fast. It offers affordable UI scraping and I haven't faced any problems. ### 16. Easy to Learn, Great tool to scrape AI **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2026 **What do you like best about cloro?** In few minutes, i was able to learn how to use it and it works so great. As I have rather small programming knowledge, AI assistant helped me to find errors and now i can run analysis on my own! **What do you dislike about cloro?** It's a bit technical, I was surprised I can not insert promts right away. **What problems is cloro solving and how is that benefiting you?** relevant AI responses in form given to real person, not via API ### 17. Efficient Tool for Real-Time Scraping **Rating:** 4.0/5.0 stars **Reviewed by:** Sebastián P. | Director, Small-Business (50 or fewer emp.) **Reviewed Date:** March 08, 2026 **What do you like best about cloro?** I think Cloro is an efficient tool and not too expensive. I like being able to choose the most important LMS and that it allows searching by country, which is perfect because I focus on Latin America. **What do you dislike about cloro?** It seems to me that they force you into a monthly subscription, it's kind of expensive and they don't charge you for, but well, it's not the end of the world either. **What problems is cloro solving and how is that benefiting you?** I use Cloro because it gives me real-time scraping without having to connect to the LLM APIs. This allows me to analyze results instantly. ### 18. AI and Performance **Rating:** 3.5/5.0 stars **Reviewed by:** Eser T. | Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 23, 2026 **What do you like best about cloro?** AI / Intelligence Performance Integrations **What do you dislike about cloro?** Integrations AI / Intelligence Performance **What problems is cloro solving and how is that benefiting you?** Cloro consolidates multiple AI surfaces behind one async batch + webhook flow, so we don’t juggle separate APIs, timeouts, and retries per model. That cuts integration and ops cost, improves reliability for high-volume scheduled prompts, and lets us ship hybrid routing (batch provider vs direct LLM) with a single, auditable task model in our app. ### 19. Perfect Support, Stable Performance, and Easy to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Dawid . | AI Visibility Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** April 16, 2026 **What do you like best about cloro?** Perfect support, stability. Easy to use. **What do you dislike about cloro?** I don't see any disadvantages of cloro yet. **What problems is cloro solving and how is that benefiting you?** Auditing llm responses, thanks that I know how AI describe my brand. ### 20. Effortless API Integration with Maximum Visibility **Rating:** 5.0/5.0 stars **Reviewed by:** Luis V. | Founder & CEO, Media Production, Small-Business (50 or fewer emp.) **Reviewed Date:** May 10, 2026 **What do you like best about cloro?** I use Cloro primarily for its API and appreciate how it provides AI visibility. The API aspect is something I really like about Cloro. The initial setup was easy, which made the transition smooth. Overall, I'd rate my likelihood of recommending Cloro as a 10. **What do you dislike about cloro?** nothing **What problems is cloro solving and how is that benefiting you?** Cloro helps with AI visibility. ### 21. Effortless Data Scraping with Informative Results **Rating:** 4.5/5.0 stars **Reviewed by:** Naor H. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2026 **What do you like best about cloro?** I use Cloro for my startup, and it saves me the hassle of writing a crawler. It provides a lot of informative data like citations, entities, and geo information, which are really beneficial. The setup was easy, and everything works perfectly. **What do you dislike about cloro?** nothing **What problems is cloro solving and how is that benefiting you?** Cloro saves me from writing a crawler and provides a lot of informative data like citations and entities. ### 22. Simple Setup, Needs Better Concurrency Management **Rating:** 4.0/5.0 stars **Reviewed by:** Info V. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2026 **What do you like best about cloro?** I like Cloro for its super simple setup and UI. It also has simple API integrations, which is really helpful for me. Additionally, Cloro looks like a stable app, which adds to its reliability. **What do you dislike about cloro?** Concurrency could be improved. Batch processing would be nice. **What problems is cloro solving and how is that benefiting you?** Cloro solves web UI scraping for LLMs. I like the super simple setup, UI, and API integrations. ### 23. Smooth Start and Working Well So Far getting started with Chloro. **Rating:** 4.0/5.0 stars **Reviewed by:** Joel S. | CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2026 **What do you like best about cloro?** So far it's been smooth and working well. I'm just getting started. **What do you dislike about cloro?** No shoya, Red Sea. Kind of like that. I don't like the credits; I'd like to just pay. I'd also like to have more models, so entropic **What problems is cloro solving and how is that benefiting you?** It's helping me create a GAO product instead of creating my own scraper, etc. - [View cloro pricing details and edition comparison](https://www.g2.com/products/cloro/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-02+08%3A50%3A50+-0500&secure%5Bsession_id%5D=d17aec6b-aa55-4aac-97d7-fb735e06dcb2&secure%5Btoken%5D=efddc76b6b2e5100cca3f231fef51d5e82596bcaa8b26db19b114cdcd33f115f&format=llm_user) ## cloro Integrations - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) ## cloro Features **Functionality** - Diverse Extraction Points - Data Structuring - Consolidation - Data Cleaning - Cloud Extraction - Visualization **Diverse Extraction Points** - Diverse Extraction Points ## Top cloro Alternatives - [Fivetran](https://www.g2.com/products/fivetran/reviews) - 4.3/5.0 (777 reviews) - [Decodo (formerly Smartproxy)](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) - 4.6/5.0 (586 reviews) - [Apify](https://www.g2.com/products/apify/reviews) - 4.7/5.0 (477 reviews)