Scrape Microsoft Copilot responses via API. Returns parsed JSON with the full Bing-grounded response text and markdown, citation pills, source attribution, and Copilot's internal reasoning. Python, cURL, and Node.js examples below.
Built for developers doing AI brand monitoring in the Microsoft ecosystem, Bing-grounded source research, enterprise-AI competitive analysis, and content generation at scale — without managing CAPTCHAs, rotating proxies, session state, or Microsoft's anti-bot defenses.
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Get an API key at cloro.dev.
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Send a request:
curl -X POST https://api.cloro.dev/v1/monitor/copilot \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"prompt": "Compare Azure OpenAI vs OpenAI API for enterprise deployment"}'
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Parse the returned JSON —
result.text,result.markdown,result.citationPills[].
Full examples in Python, cURL, and Node.js below.
The Copilot scraper handles the rendering, parsing, and delivery of results in your requested format. You provide your query, API credentials, and optional parameters as shown below.
import json
import requests
# API parameters
payload = {
'prompt': 'How can I improve team productivity using Microsoft 365 tools?',
'country': 'US',
'include': {
'markdown': True,
'rawResponse': True
}
}
# Get a response
response = requests.post(
'https://api.cloro.dev/v1/monitor/copilot',
headers={'Authorization': 'Bearer YOUR_API_KEY'},
json=payload
)
# Print response to stdout
print(response.json())
# Save response to a JSON file
with open('response.json', 'w') as file:
json.dump(response.json(), file, indent=2)curl -X POST https://api.cloro.dev/v1/monitor/copilot \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"prompt": "How can I improve team productivity using Microsoft 365 tools?",
"country": "US",
"include": {
"markdown": true,
"rawResponse": true
}
}'const axios = require("axios");
const payload = {
prompt: "How can I improve team productivity using Microsoft 365 tools?",
country: "US",
include: {
markdown: true,
rawResponse: true,
},
};
axios
.post("https://api.cloro.dev/v1/monitor/copilot", payload, {
headers: {
Authorization: "Bearer YOUR_API_KEY",
"Content-Type": "application/json",
},
})
.then((response) => {
console.log(response.data);
})
.catch((error) => {
console.error("Error:", error);
});| Parameter | Description | Default value |
|---|---|---|
prompt* |
The question or prompt to ask Copilot (1-10,000 characters) | – |
country |
Optional country/region code for localized results (e.g., US, GB, DE) |
US |
state |
Optional US state code for state-level geo-targeting (e.g., CA, TX, NY). Only valid when country is US. See supported codes. |
– |
include.markdown |
Include response in Markdown format when set to true | false |
include.html |
Include URL to full HTML response when set to true (URL expires after 24h) | false |
include.rawResponse |
Include raw streaming response events for debugging | false |
* Mandatory parameters
The Copilot Scraper API returns a structured JSON object containing Copilot's AI-generated response and metadata.
Structured JSON output snippet:
{
"success": true,
"result": {
"text": "To improve team productivity using Microsoft 365 tools, I recommend implementing the following strategies: utilize SharePoint for document collaboration, leverage Teams for communication, use Power Automate for workflow automation...",
"sources": [
{
"position": 1,
"url": "https://docs.microsoft.com/en-us/microsoft-365/",
"label": "Microsoft 365 Documentation",
"description": "Official documentation for Microsoft 365 productivity tools and features..."
},
{
"position": 2,
"url": "https://example.com/productivity-tips",
"label": "Productivity Best Practices",
"description": "Industry best practices for maximizing team productivity with Microsoft tools..."
}
],
"shoppingCards": [
{
"type": "shoppingProducts",
"layout": "Carousel",
"products": [
{
"product": {
"id": "prod_456",
"groupId": "group_456"
},
"offerId": "offer_456",
"url": "https://example.com/surface-pro-9",
"name": "Microsoft Surface Pro 9",
"description": "Powerful 2-in-1 tablet for professional productivity",
"images": [
{
"title": "Surface Pro 9 front view",
"url": "https://example.com/surface.jpg"
}
],
"specifications": [
{
"displayName": "Color",
"values": ["Platinum", "Graphite", "Sapphire"]
},
{
"displayName": "Storage",
"values": ["256GB", "512GB", "1TB"]
}
],
"tags": ["tablet", "2-in-1", "professional"],
"price": {
"amount": 999.0,
"currency": "USD",
"currencySymbol": "$"
},
"seller": "Microsoft Store",
"sellerLogoUrl": "https://example.com/microsoft-logo.png",
"brandName": "Microsoft",
"rating": {
"value": 4.7,
"count": 542
},
"canTrackPrice": true
}
]
}
],
"html": "https://storage.cloro.dev/results/c45a5081-808d-4ed3-9c86-e4baf16c8ab8/page-1.html", // URL expires after 24 hours
"markdown": "**To improve team productivity using Microsoft 365 tools**, I recommend implementing the following strategies...",
"rawResponse": [
{
"type": "text",
"text": "To improve team productivity using Microsoft 365 tools..."
},
{
"type": "source",
"data": {
"url": "https://docs.microsoft.com/en-us/microsoft-365/",
"title": "Microsoft 365 Documentation"
}
}
// ... additional WebSocket events
]
}
}Copilot integrates with the Microsoft ecosystem, with knowledge about Microsoft products, services, and best practices.
- Microsoft 365 knowledge: Coverage of Office apps, Teams, SharePoint, and more
- Development tools: Visual Studio, Azure, and Microsoft development platforms
- Enterprise solutions: Enterprise-grade Microsoft services and deployment strategies
- Best practices: Common approaches for Microsoft tool implementation and optimization
Each source in the result.sources array contains:
| Field | Type | Description |
|---|---|---|
position |
integer | Position order of the source in the response |
url |
string | Direct URL to the source content |
label |
string | Source name or publication |
description |
string | Brief description of what the source contains |
When the Copilot answer carries pill chips, the result.citationPills array exposes each cited source as a self-contained entry. When a pill cites N sources, the array contains N entries sharing the same citationPillId but with per-source label, url, and domain. Group by citationPillId to recover pill-level structure. The field is omitted when no pills are present.
| Field | Type | Description |
|---|---|---|
label |
string | Per-source title from the citation event (e.g. "Microsoft 365 Documentation"). Always present; may be an empty string when the event ships no title — read domain / url for source identity in that case. |
citationPillId |
integer | 1-based ordinal shared by all entries from the same chip. |
url |
string | Direct URL of the cited source. |
domain |
string | Host extracted from url, for grouping and display. |
description |
string | Source snippet when present. Omitted when absent. |
position |
integer | 1-based position of this source in the sibling result.sources array. |
cloro's Copilot scraper extracts shopping cards automatically when Copilot returns product or commercial information. No additional parameters are required. Shopping cards are included by default when available in the response.
- Product data: Each shopping card includes product information with identifiers, URLs, names, descriptions, and specifications
- Product images: Multiple images with titles for each product
- Specifications: Product specifications like Color, Size, and other attributes with available values
- Pricing information: Structured price data with amount, currency code, and currency symbol
- Ratings: Product ratings with review counts
- Seller information: Seller name and logo for brand recognition
- Product variants: Track different configurations through specifications
- Price tracking: Know which products support price tracking
- E-commerce monitoring: Track how Copilot surfaces and recommends Microsoft products and services
- Product catalog building: Extract structured product data for building product databases
- Competitive analysis: Monitor Microsoft hardware pricing and specifications across different regions
- Inventory tracking: Monitor product availability and specifications for Microsoft ecosystem products
- Marketing intelligence: Understand which products Copilot highlights in responses
When Copilot returns business or place information (restaurants, stores, attractions, etc.), cloro automatically extracts business data from Copilot's local entity data (primarily Google). No additional parameters are required. Map entries are included by default when available in the response.
Example response with map entries:
{
"success": true,
"result": {
"text": "Yes — the Smoky Mountains have several family-friendly theme parks...",
"map": [
{
"name": "WonderWorks Pigeon Forge",
"position": 1,
"placeId": "ChIJEYpTsk__W4gR2sQLGzOjE3o",
"location": {
"address": "100 Music Rd, Pigeon Forge, TN 37863",
"latitude": 35.823257,
"longitude": -83.5787498
},
"phoneNumber": "(865) 868-1800",
"url": "http://www.wonderworksonline.com/pigeon-forge/",
"reviews": [
{
"count": 10625,
"rating": 4.3,
"providerName": "Google",
"providerIconUrl": null,
"url": "https://maps.google.com/?cid=8796553937077126362"
}
],
"photos": [
{
"url": "https://lh3.googleusercontent.com/gps-cs-s/example",
"altText": null,
"providerName": null,
"providerUrl": "https://maps.google.com"
}
],
"openState": "Open · Closes 9 PM",
"category": "Amusement park",
"price": null,
"layerLabel": "Theme Parks"
},
{
"name": "Anakeesta",
"position": 2,
"placeId": "ChIJ0_BT8DxWWYgR4JxBzZpLjH4",
"location": {
"address": "576 Parkway, Gatlinburg, TN 37738",
"latitude": 35.713083,
"longitude": -83.5117751
},
"phoneNumber": "(865) 325-2400",
"url": "https://www.anakeesta.com/",
"reviews": [
{
"count": 15738,
"rating": 4.2,
"providerName": "Google",
"providerIconUrl": null,
"url": "https://maps.google.com/?cid=9118746473759087840"
}
],
"photos": [
{
"url": "https://lh3.googleusercontent.com/gps-cs-s/example",
"altText": null,
"providerName": null,
"providerUrl": "https://maps.google.com"
}
],
"openState": "Open · Closes 8 PM",
"category": "Theme park",
"price": null,
"layerLabel": "Theme Parks"
}
]
}
}- Nested location data: Each map entry includes a
locationobject withaddress,latitude, andlongitude, plus a Google Place ID (placeId) - Multi-provider reviews: Review aggregations in a
reviewsarray withcount,rating,providerName, and review pageurl - Business photos: A
photosarray withurl,altText,providerName, andproviderUrlfor each photo - Live status:
openStatefield shows current open/closed status (e.g. "Open · Closes 9 PM") - Categorization:
categoryandlayerLabelfields for business type and map layer grouping
- Local business monitoring: Track how Copilot surfaces and recommends businesses in different regions
- Location intelligence: Extract structured location data with coordinates for mapping and geospatial analysis
- Competitive analysis: Monitor which businesses Copilot highlights for location-based queries
- Directory building: Build business directories from Copilot's Google-sourced location data
- Microsoft 365 optimization: Get expert advice on configuring and optimizing Microsoft 365 for team productivity.
- Development guidance: Receive technical guidance for Microsoft development tools and platforms.
- Enterprise integration: Learn best practices for integrating Microsoft solutions in enterprise environments.
- Workflow automation: Discover ways to automate business processes using Microsoft Power Platform.
- Technical troubleshooting: Get help with Microsoft product issues and optimization strategies.
- Training and documentation: Generate training materials and documentation for Microsoft tools adoption.
- Simple integration: API design with documentation and examples.
- Reliable performance: >99% uptime and low latencies (P50 < 30s, P90 < 60s)
- No infrastructure hassle: We handle rate limiting and browser management.
- Microsoft expertise: Access to Copilot's knowledge of the Microsoft ecosystem.
- Developer support: Responsive support team to help with integration and troubleshooting.
Any website is legal to be scraped as long as the information is publicly accessible.
cloro's Copilot endpoint provides reliable access to Microsoft Copilot's AI assistance with:
- Microsoft ecosystem expertise for development tools and enterprise solutions
- Structured data extraction for integration into your workflows
- Real-time assistance for Microsoft product questions and optimization
We don't recommend putting any timeout, given that our system retries automatically. We recommend setting up a retry mechanism in case of failure.
Yes, you can specify country codes like US, GB, DE, JP, CN, IN, BR and more to get localized results relevant to specific regions.
Copilot works well for questions related to Microsoft products, development tools, enterprise solutions, technical guidance, and workflow optimization within the Microsoft ecosystem.
For detailed documentation, advanced features, and integration guides, visit:
- API documentation: cloro.dev/docs
- Copilot scraper page: cloro.dev/copilot
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- Grok - Extracts structured data from Grok for current events, news tracking, and real-time information gathering.
- Perplexity - Extracts structured data from Perplexity AI with real-time web sources, automatically detecting and extracting data objects.
If you have questions or need support, join our community at r/cloroapi.
Built with ❤️ by the cloro team