{"adoption": {"forks": 17, "observed_at": "2026-08-28T04:07:25.780206+00:00", "stars": 2853}, "canonical_url": "https://ross.abutalabs.com/products/how-to-scrape-google-trends", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Learn step-by-step how to scrape Google Trends data and make a result comparison using Python and Oxylabs SERP API. Extract keywords, their popularity, breakdown by region, related queries, and more.", "domain": ["crawlers", "analytics", "tutorials", "developer-tools"], "enriched": true, "function": ["web-scraping", "http-client", "data-science"], "health_score": 56, "homepage": "https://oxylabs.io/products/scraper-api/serp", "language": "Python", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["oxylabs/how-to-scrape-google-trends"], "name": "oxylabs/how-to-scrape-google-trends", "platform": ["python", "cli"], "pushed_at": "2025-12-31T06:50:50+00:00", "repo": "oxylabs/how-to-scrape-google-trends", "stars": 2853, "tags": ["google-trends", "serp-api", "keyword-research", "tutorial", "marketing", "seo", "pandas", "paid-api-dependency"], "topics": ["google", "google-trend", "google-trend-api", "google-trend-strategy", "google-trends", "google-trends-api", "google-trends-crawler", "google-trends-scraper", "python", "scraper", "scraper-api", "scraping", "scraping-api", "web-scraping"], "urls": [], "use_cases": ["scrape google trends data with python", "extract keyword popularity from google trends", "compare google trends results by region", "get related queries from google trends", "keyword research for seo using trends data", "export google trends data to csv"], "what_it_is": "A step-by-step tutorial repository showing how to scrape Google Trends data (keywords, popularity, regional breakdown, related queries) using Python, Requests, Pandas, and Oxylabs' paid SERP Scraper API. It includes example scripts for sending requests, saving results to CSV, and comparing results.", "when_to_avoid": ["you need a free, self-contained scraper without a paid API subscription", "you want a production library or CLI tool rather than tutorial code", "you prefer scraping Google Trends directly with pytrends or your own HTTP requests"], "when_to_choose": ["you want a guided walkthrough of scraping Google Trends via Oxylabs SERP API", "you already have or plan to buy an Oxylabs subscription and want working example code", "you need copy-paste Python scripts for trends data extraction and CSV comparison"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/how-to-scrape-google-trends", "repo": "oxylabs/how-to-scrape-google-trends", "role": "main", "score": 50}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:25.780206+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:36:48.728343+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8de7c85be3927dbdf9ef1ff15f0ca6733d45e92da19fa6494c58759394be9d95", "fetched_at": "2026-08-28T04:07:25.780206+00:00", "kind": "readme", "missing": false, "url": "https://github.com/oxylabs/how-to-scrape-google-trends"}, {"content_hash": "fb17d5ca53012062bbcb49a17ea52fd5ec1e80ee1661adac7fcf8511bd14ec42", "fetched_at": "2026-08-29T09:52:32.817707+00:00", "kind": "homepage", "missing": false, "url": "https://oxylabs.io/products/scraper-api/serp"}, {"content_hash": "d8c3539d674c689f475e81af55de2279698155299f2d9907555de1fb5a5bb55d", "fetched_at": "2026-08-29T09:52:32.827293+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/residential-proxy-pool"}, {"content_hash": "a39ab34a07cb66a42d2dd50121bbeaa046ea2e935afc646241e7ee907ce97b7c", "fetched_at": "2026-08-29T09:52:32.830573+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/datacenter-proxies"}, {"content_hash": "87b5f4f7021cf494ee72ee42d7a03313ff58355c2940d5296d4fce0d7d1f8352", "fetched_at": "2026-08-29T09:52:32.833025+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/isp-proxies"}, {"content_hash": "509c3990bb5bdf5f0d97f63c560861f30372cec5969a56f8e45609b1f98a9938", "fetched_at": "2026-08-29T09:52:32.835102+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/dedicated-isp-proxies"}, {"content_hash": "664f4e0f92c07e5727328d227196293470fa3649ce32c1a92cc0a02557fe5dd9", "fetched_at": "2026-08-29T09:52:32.837752+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/mobile-proxies/pricing"}, {"content_hash": "e1549cc417323a9c804e07b1fc04f0ca3f88d2d00c3c761736f69e89dbbd1670", "fetched_at": "2026-08-29T09:52:32.839781+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/scraper-api/web/pricing"}, {"content_hash": "9e91f81ccdeaa4bd740ca579fc9211b20e639ef99d3cab436e0d5e414490b348", "fetched_at": "2026-08-29T09:52:32.841652+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/pricing/headless-browser"}, {"content_hash": "156416b731b5c707a0132ad6b051373413ef207c94a511cfa524355860428919", "fetched_at": "2026-08-29T09:52:32.843382+00:00", "kind": "site_page", "missing": false, "url": "https://oxylabs.io/products/web-unblocker/pricing"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 60, "longevity": 54, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 757, "days_push": 245, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 50, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}