Google Search Scraper
ENDPOINTS
Google Search Results
Autocomplete Suggestions
Search Light (Organic Only)
AI Overview
People Also Ask
Image Results
Video Results
News Tab Results
Shopping Results
Local Places
Job Listings
Forum Discussions
Book Results
Search Google News
Top Headlines
Topic Headlines
Local Headlines
Resolve News Link
Trending Searches
Interest Over Time
Interest by Region
Related Queries & Topics
Search Patents
Patent Details
Stock Quote
Market Overview
/trends/relatedRelated Queries & Topics
Top and rising related searches or topics for each keyword, as shown on Google Trends.
QUERY PARAMS
Up to 5 comma-separated search terms to compare (case kept).
Examples:
- One:
python - Compare:
python,javascript
Related search queries, or related topics.
Default: queries
Allowed values: queries, topics
Time range of the data, or a custom YYYY-MM-DD YYYY-MM-DD range.
Default: past_12_months
Allowed values: past_hour, past_4_hours, past_day, past_7_days, past_30_days, past_90_days, past_12_months, past_5_years, all, or YYYY-MM-DD YYYY-MM-DD
2-letter country to limit the data to. Omit for worldwide.
Allowed values: any ISO 3166-1 alpha-2 code (US, GB, IN, ...)
Google Trends category id to narrow the data (e.g. 5 = Computers & Electronics). Omit for all categories.
Allowed values: 1-2000
Which Google property's searches to measure.
Default: web
Allowed values: web, images, news, youtube, shopping
Language of topic names and labels.
Default: en
Allowed values: any ISO 639-1 code (en, es, de, ...)
{
"keywords": [
"python"
],
"country": "worldwide",
"timeframe": "today 12-m",
"category": 0,
"property": "web",
"language": "en-US",
"type": "queries",
"results": [
{
"keyword": "python",
"top": [
{
"query": "what is python",
"topic": null,
"value": 100,
"formatted_value": "100",
"link": "https://trends.google.com/trends/explore?q=what+is+python&date=today+12-m"
},
{
"query": "python list",
"topic": null,
"value": 89,
"formatted_value": "89",
"link": "https://trends.google.com/trends/explore?q=python+list&date=today+12-m"
},
{
"query": "python code",
"topic": null,
"value": 89,
"formatted_value": "89",
"link": "https://trends.google.com/trends/explore?q=python+code&date=today+12-m"
},
{
"query": "python online",
"topic": null,
"value": 83,
"formatted_value": "83",
"link": "https://trends.google.com/trends/explore?q=python+online&date=today+12-m"
},
{
"query": "python news",
"topic": null,
"value": 68,
"formatted_value": "68",
"link": "https://trends.google.com/trends/explore?q=python+news&date=today+12-m"
},
{
"query": "python download",
"topic": null,
"value": 62,
"formatted_value": "62",
"link": "https://trends.google.com/trends/explore?q=python+download&date=today+12-m"
},
{
"query": "python install",
"topic": null,
"value": 47,
"formatted_value": "47",
"link": "https://trends.google.com/trends/explore?q=python+install&date=today+12-m"
},
{
"query": "python tutorial",
"topic": null,
"value": 43,
"formatted_value": "43",
"link": "https://trends.google.com/trends/explore?q=python+tutorial&date=today+12-m"
},
{
"query": "programming python",
"topic": null,
"value": 43,
"formatted_value": "43",
"link": "https://trends.google.com/trends/explore?q=programming+python&date=today+12-m"
},
{
"query": "python compiler",
"topic": null,
"value": 33,
"formatted_value": "33",
"link": "https://trends.google.com/trends/explore?q=python+compiler&date=today+12-m"
},
{
"query": "python set",
"topic": null,
"value": 31,
"formatted_value": "31",
"link": "https://trends.google.com/trends/explore?q=python+set&date=today+12-m"
},
{
"query": "learn python",
"topic": null,
"value": 26,
"formatted_value": "26",
"link": "https://trends.google.com/trends/explore?q=learn+python&date=today+12-m"
},
{
"query": "python data analysis",
"topic": null,
"value": 25,
"formatted_value": "25",
"link": "https://trends.google.com/trends/explore?q=python+data+analysis&date=today+12-m"
},
{
"query": "python online compiler",
"topic": null,
"value": 21,
"formatted_value": "21",
"link": "https://trends.google.com/trends/explore?q=python+online+compiler&date=today+12-m"
},
{
"query": "python web framework",
"topic": null,
"value": 21,
"formatted_value": "21",
"link": "https://trends.google.com/trends/explore?q=python+web+framework&date=today+12-m"
},
{
"query": "python dictionary",
"topic": null,
"value": 20,
"formatted_value": "20",
"link": "https://trends.google.com/trends/explore?q=python+dictionary&date=today+12-m"
},
{
"query": "cloud",
"topic": null,
"value": 20,
"formatted_value": "20",
"link": "https://trends.google.com/trends/explore?q=cloud&date=today+12-m"
},
{
"query": "python programming tutorial",
"topic": null,
"value": 19,
"formatted_value": "19",
"link": "https://trends.google.com/trends/explore?q=python+programming+tutorial&date=today+12-m"
},
{
"query": "vs code",
"topic": null,
"value": 18,
"formatted_value": "18",
"link": "https://trends.google.com/trends/explore?q=vs+code&date=today+12-m"
},
{
"query": "monty python",
"topic": null,
"value": 18,
"formatted_value": "18",
"link": "https://trends.google.com/trends/explore?q=monty+python&date=today+12-m"
},
{
"query": "ball python",
"topic": null,
"value": 18,
"formatted_value": "18",
"link": "https://trends.google.com/trends/explore?q=ball+python&date=today+12-m"
},
{
"query": "java",
"topic": null,
"value": 17,
"formatted_value": "17",
"link": "https://trends.google.com/trends/explore?q=java&date=today+12-m"
},
{
"query": "python range",
"topic": null,
"value": 17,
"formatted_value": "17",
"link": "https://trends.google.com/trends/explore?q=python+range&date=today+12-m"
},
{
"query": "computer",
"topic": null,
"value": 15,
"formatted_value": "15",
"link": "https://trends.google.com/trends/explore?q=computer&date=today+12-m"
},
{
"query": "wikipedia",
"topic": null,
"value": 13,
"formatted_value": "13",
"link": "https://trends.google.com/trends/explore?q=wikipedia&date=today+12-m"
}
],
"rising": [
{
"query": "lidl near me",
"topic": null,
"value": 23700,
"formatted_value": "Breakout",
"link": "https://trends.google.com/trends/explore?q=lidl+near+me&date=today+12-m"
},
{
"query": "walmart near me",
"topic": null,
"value": 13400,
"formatted_value": "Breakout",
"link": "https://trends.google.com/trends/explore?q=walmart+near+me&date=today+12-m"
},
{
"query": "老虎",
"topic": null,
"value": 6300,
"formatted_value": "Breakout",
"link": "https://trends.google.com/trends/explore?q=%E8%80%81%E8%99%8E&date=today+12-m"
},
{
"query": "python programming tutorial",
"topic": null,
"value": 5450,
"formatted_value": "Breakout",
"link": "https://trends.google.com/trends/explore?q=python+programming+tutorial&date=today+12-m"
},
{
"query": "python web framework",
"topic": null,
"value": 3350,
"formatted_value": "+3,350%",
"link": "https://trends.google.com/trends/explore?q=python+web+framework&date=today+12-m"
},
{
"query": "internet of things examples",
"topic": null,
"value": 2550,
"formatted_value": "+2,550%",
"link": "https://trends.google.com/trends/explore?q=internet+of+things+examples&date=today+12-m"
},
{
"query": "learn python for beginners",
"topic": null,
"value": 2200,
"formatted_value": "+2,200%",
"link": "https://trends.google.com/trends/explore?q=learn+python+for+beginners&date=today+12-m"
},
{
"query": "software testing strategies",
"topic": null,
"value": 2050,
"formatted_value": "+2,050%",
"link": "https://trends.google.com/trends/explore?q=software+testing+strategies&date=today+12-m"
},
{
"query": "api design principles",
"topic": null,
"value": 1750,
"formatted_value": "+1,750%",
"link": "https://trends.google.com/trends/explore?q=api+design+principles&date=today+12-m"
},
{
"query": "docker containerization",
"topic": null,
"value": 1700,
"formatted_value": "+1,700%",
"link": "https://trends.google.com/trends/explore?q=docker+containerization&date=today+12-m"
},
{
"query": "web development best practices",
"topic": null,
"value": 1500,
"formatted_value": "+1,500%",
"link": "https://trends.google.com/trends/explore?q=web+development+best+practices&date=today+12-m"
},
{
"query": "cybersecurity tips",
"topic": null,
"value": 1300,
"formatted_value": "+1,300%",
"link": "https://trends.google.com/trends/explore?q=cybersecurity+tips&date=today+12-m"
},
{
"query": "database optimization",
"topic": null,
"value": 1050,
"formatted_value": "+1,050%",
"link": "https://trends.google.com/trends/explore?q=database+optimization&date=today+12-m"
},
{
"query": "computer vision projects",
"topic": null,
"value": 1050,
"formatted_value": "+1,050%",
"link": "https://trends.google.com/trends/explore?q=computer+vision+projects&date=today+12-m"
},
{
"query": "node.js backend",
"topic": null,
"value": 1050,
"formatted_value": "+1,050%",
"link": "https://trends.google.com/trends/explore?q=node.js+backend&date=today+12-m"
},
{
"query": "agile methodology",
"topic": null,
"value": 850,
"formatted_value": "+850%",
"link": "https://trends.google.com/trends/explore?q=agile+methodology&date=today+12-m"
},
{
"query": "dance",
"topic": null,
"value": 800,
"formatted_value": "+800%",
"link": "https://trends.google.com/trends/explore?q=dance&date=today+12-m"
},
{
"query": "frontend frameworks",
"topic": null,
"value": 800,
"formatted_value": "+800%",
"link": "https://trends.google.com/trends/explore?q=frontend+frameworks&date=today+12-m"
},
{
"query": "microservices architecture",
"topic": null,
"value": 750,
"formatted_value": "+750%",
"link": "https://trends.google.com/trends/explore?q=microservices+architecture&date=today+12-m"
},
{
"query": "wikipedia",
"topic": null,
"value": 700,
"formatted_value": "+700%",
"link": "https://trends.google.com/trends/explore?q=wikipedia&date=today+12-m"
},
{
"query": "monkey",
"topic": null,
"value": 650,
"formatted_value": "+650%",
"link": "https://trends.google.com/trends/explore?q=monkey&date=today+12-m"
},
{
"query": "blockchain technology",
"topic": null,
"value": 500,
"formatted_value": "+500%",
"link": "https://trends.google.com/trends/explore?q=blockchain+technology&date=today+12-m"
},
{
"query": "python data analysis",
"topic": null,
"value": 500,
"formatted_value": "+500%",
"link": "https://trends.google.com/trends/explore?q=python+data+analysis&date=today+12-m"
},
{
"query": "python news",
"topic": null,
"value": 250,
"formatted_value": "+250%",
"link": "https://trends.google.com/trends/explore?q=python+news&date=today+12-m"
},
{
"query": "python tutorial",
"topic": null,
"value": 250,
"formatted_value": "+250%",
"link": "https://trends.google.com/trends/explore?q=python+tutorial&date=today+12-m"
}
]
}
]
}