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57 reviews from

cloro G2 reviews

Validated B2B software reviewers, mostly at small businesses. G2 lists 53 of the 57 as collected through cloro's invitations.

4.7
★★★★★
avg · 57 reviews
5★
46
4★
9
3★
1
2★
0
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All 57 reviews
View on G2

Reviewers praise the quick setup, the single API across ChatGPT, Perplexity, Gemini, Copilot and Google, and the parsed citations in each response. Pricing is the recurring complaint (20 of 57 reviews), followed by the missing Claude coverage and slow responses. The one critical review, an organic 0.5-star review from September 2026, reports frequent downtime and weak support.

G2 rates cloro 4.7 across 57 ratings

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What reviewers on G2 say

VU
Verified User in Program Development
Small business · 2026-04-24
G2
★★★★★

Streamlined Integration for Brand Analytics

What they like: 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 they dislike: 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.

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One APIIntegration timeLatency
ZS
Zeyad S.
AI & Automations Manager, small business · 2026-03-16
G2
★★★★★

Superior Response Parsing, Worth the Cost

What they like: 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 they dislike: If there is a Boolean value where we make ChatGPT go into shopping mode, it will be better.

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ParsingShopping resultsValue
VU
Verified User in Marketing and Advertising
Mid-market · 2026-06-10
G2
★★★★★

Streamlined AI Visibility with Ease and Reliability

What they like: I like Cloro because it's easy to use, making the transition from not having anything to getting started smooth. The core scraper feature is really good, nice, quick, and easy to use. I also appreciate that the API keys are simple and the signed webhooks are a nice touch, offering a bit more reassurance and security. Setting it up was very easy, taking just a few minutes. The data reliability on Cloro was a key reason for switching from Bright Data. What they dislike: Nothing stands out, it's a little more pricey than other options but not to an excess.

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Switched from Bright DataReliabilityWebhooks
BA
Bindu A.
Applied AI Engineer, small business · 2026-07-20
G2
Rated 4.5/5

Clear Query-Level Visibility Into AI Answers

What they like: What I like best about Cloro is that it shows the actual AI response for a specific query, including which brands were mentioned, which competitors appeared, and what sources were cited. It gives us clear, query-level visibility rather than just high-level traffic data. What they dislike: The main limitation is that Cloro shows visibility at the individual query level, but it does not provide the broader AI-referred traffic volume or business impact. We would still need another tool to understand how those mentions translate into actual website visits.

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Brand mentionsCitationsTraffic data
TW
toneya w.
Small business · 2026-06-26
G2
★★★★★

An ideal tool for general-purpose AI search

What they like: I like the fact that multiple AI searches can be used in the same format with one API, eliminating the need to create a scraper. It was particularly convenient that AIOVERVIEW provided the source URLs. The AI returns a list of source URLs it referenced, so you can easily see which sites are being used by the AI. This eliminates the hassle of manually asking each AI for confirmation and allows you to see what the AI is basing its recommendations on. What they dislike: The response takes 30-45 seconds, so it's not suitable for real-time use. It would also be helpful if the documentation for non-English queries, such as Japanese, were more comprehensive. Having a management screen where you can see the progress and completion status in a list when you submit a large number of keywords at once would make batch operations easier.

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AI Overview sourcesLatencyDocs
YS
you s.
Small business · 2026-04-23
G2
★★★★★

Streamlined AI Data Extraction and SEO Auditing

What they like: 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 they dislike: 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.

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CitationsQuery fan-outLatency
JR
John Rey B.
Full-stack Digital Marketer, small business · 2026-06-17
G2
★★★★★

Ideal API Solution with Room for Speed Enhancements

What they like: I like that Cloro allows me to use just one API to handle different calls for various AI models, which makes it very convenient. The structured JSON data returned after API calls is a feature I really appreciate, as it's easy to use and developer-friendly. I also find the playground set up on their website extremely useful because I can test API calls immediately without setting up my own environment. Furthermore, the simplicity of their system and the ease of setting up my account and creating APIs is something I really value, especially since it helps in making the development seamless. What they dislike: The API calling speed isn't really fast. There are some lagging issues, and I'm not sure if it's because of my Internet, but that's one thing I actually noticed.

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One APIPlaygroundSpeed
AA
akaragul a.
Software developer, small business · 2026-05-12
G2
★★★★★

Empowered AI Integration without API Hassles

What they like: 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 they dislike: I love every detail about Cloro. Nothing is dislikable

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Real UI answersDocs
VU
Verified User
Small business · 2026-07-09
G2
★★★★★

Simple Setup, But Pricey for Small Teams

What they like: I like that Cloro is very simple to use and easy to navigate. The design is nice, which adds to the overall ease of use. From my research, it works really well, and it's extremely easy to set everything up, making it just work effectively. What they dislike: Pricing could be lower, especially for smaller teams. The hobby tier is nice but quite expensive in my opinion. I would like to see maybe half of the pricing of the hobby tier with half of the usage or even less, because I don't need that much usage. I'm not against paying, but the hobby tier feels quite expensive for me.

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Brand trackingPricing
VU
Verified User
Small business · 2026-08-14
G2
Rated 4.5/5

Essential for Small teams, Takes the Maintenance Load Off

What they like: I love that Cloro took the maintenance headache off my plate and provides structured data in the easiest possible way. I appreciate how it unifies multi-platform data into one schema. As a solo dev, it's extremely valuable because maintaining my own service with ever-changing targets was unsustainable. The new starter plan is particularly beneficial. What they dislike: The platform-specific features and overage charges are different, which makes it hard to keep track. Also, some fields always return empty. The initial setup of Cloro wasn't the easiest since I had to build an internal translation layer to make the experience uniform across platforms.

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One schemaEmpty fieldsCredits
VU
Verified User in Marketing and Advertising
Small business · 2026-03-07
G2
★★★★★

Clean, Well-Structured JSON Responses and an Easy-to-Integrate REST API

What they like: 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 they dislike: Still evaluating, minimum plan starts at $100/month which can be steep for small projects. Would appreciate a smaller tier for testing.

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Structured dataOne APIPricing
OH
Oliver H.
Founder, small business · 2026-04-12
G2
★★★★★

Effortless and Modern LLM Citation Tracking

What they like: 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 they dislike: 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.

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Citation trackingDocsClaude
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