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cloro supports monitoring and extracting structured data from multiple providers. The API uses a credit-based billing system where each request consumes credits based on the provider and features used.

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Provider list and base costs

ProviderBase CostKey Features
ChatGPT5 credits (see details)Shopping cards, query fan-out (+2), raw response (+2), map entries, citation pills
AI Overview5 creditsPart of Google Search endpoint
Gemini4 creditsMarkdown & HTML included
AI Mode4 creditsShopping cards, markdown included
Perplexity3 creditsShopping cards, query fan-out, markdown included
Copilot3 creditsShopping cards, markdown included
Grok3 creditsQuery fan-out, markdown included
Google Search3 credits (see details)AI Overview (+2), multi-page (tiered pricing)

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Detailed pricing

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Google Search multi-page pricing

FeatureCost
Base request (page 1)3 credits
+ AI Overview+2 credits
+ Pages 2-3+1 credit (total)
+ Pages 4-10+2 credits (total)
10 pages with AI Overview7 credits
Notes:
  • HTML response included at no additional cost
  • Page 1 included in base cost
  • Multi-page costs are cumulative, not per-page
  • Maximum 10 pages per request

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ChatGPT additional features

FeatureCost
Base request (web search enabled)5 credits
+ Raw response+2 credits
+ Query fan-out+2 credits
Both raw response + query fan-out+2 credits (total 7)
Note: The +2 credits for raw response and query fan-out are inclusive - enabling either or both features adds a total of +2 credits.

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Feature comparison

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Query fan-out support

Query fan-out reveals the actual search queries that providers use internally to gather information. Valuable for understanding how models break down complex prompts.
ProviderSupportRequest ParameterCost
ChatGPT✅ Yesinclude.searchQueries: true+2 credits (available in ~60% of responses)
Grok✅ YesNone (included by default)Included in base price
Perplexity✅ YesNone (included by default)Included in base price
Copilot❌ No--
Gemini❌ No--
AI Overview❌ No--
AI Mode❌ No--

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Shopping cards support

Shopping cards provide structured product information including pricing, ratings, offers, and merchant details. Automatically extracted when providers return product information.
ProviderSupportCostNotes
ChatGPT✅ YesIncludedMost comprehensive product data
Perplexity✅ YesIncluded-
Copilot✅ YesIncluded-
AI Mode✅ YesIncluded-
Grok❌ No--
Gemini❌ No--
AI Overview❌ No--
When shopping cards appear:
  • Prompt must be shopping/product-related (e.g., “best laptops under $1000”)
  • Provider must return product data in its response
  • Not all shopping queries guarantee shopping cards

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Other features

FeatureProvidersCostNotes
SourcesAllIncludedAll providers include source citations
HTML responsesAllIncludedUse include.html: true
Markdown formatAllIncludedUse include.markdown: true
Entity extractionChatGPTIncludedProducts, brands, and concepts mentioned in responses
Map entriesChatGPTIncludedBusiness/place information
Citation pillsChatGPTIncludedInline citations with metadata
Raw responseChatGPT+2 creditsFull streaming events with include.rawResponse: true

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Common questions

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Why aren’t shopping cards appearing in my responses?

Shopping cards only appear when the prompt is related to products or shopping: 
# ✅ Good - shopping related
"best laptops under $1000"
"compare iPhone vs Samsung"
"top rated headphones 2026"

# ❌ Bad - not shopping related
"what is the capital of France"
"how does photosynthesis work"
Bear in mind that the provider must support shopping cards (ChatGPT, Perplexity, Copilot, or AI Mode).

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Do you support Claude or Amazon Rufus integration?

No. Websites behind login walls are not scraped due to compliance with their terms of service.

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When will Meta AI be supported?

Meta AI support is planned but we don’t have a specific timeline yet.

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Are there plans for Mistral or other model integrations?

Yes, we’re continuously evaluating new providers and models. Let us know if you have a website you’d like to be scraped.