Topic
Web scraping
Fetching pages at scale: proxy networks, headless browsers, anti-bot handling and the services that wrap them.
Measured 2026-W36 · 2026-08-31 · google.com, gl=us
2026-W36
The shape of this topic
Queries measured
237
every week
AI Overview coverage
51.5%
corpus average 50.8%
Organic results
8.9
average per query
Weekly churn
13%
of the top 10 changes
Google answers web scraping queries itself more often than it does across the corpus as a whole — 51.5 against 50.8 percent.
Citations
Who Google cites here
Rankings
Who ranks here
The gap
Cited more often than ranked
| Domain | Citations | Page-one finishes | Gap |
|---|---|---|---|
| docs.firecrawl.com | 17 | 0 | +17 |
| developer.mozilla.org | 17 | 0 | +17 |
| docs.scrapingbee.com | 17 | 0 | +17 |
| docs.python.org | 15 | 0 | +15 |
| docs.crawlee.com | 15 | 0 | +15 |
| docs.smartproxy.com | 15 | 0 | +15 |
| puppeteer.io | 14 | 0 | +14 |
These domains earn a place in Google's own answer more often than they earn a place on page one. Whatever gets a source into an AI Overview, it is not only ranking.
Intent
By what the searcher wants
| Intent | Queries | AI Overview |
|---|---|---|
| commercial | 72 | 34.7% |
| informational | 110 | 69.1% |
| comparison | 30 | 53.3% |
| navigational | 12 | 16.7% |
| support | 13 | 23.1% |
Intent is assigned when the query enters the corpus, not inferred afterwards, so this split is stable from week to week.
Blocks
Result features
Index
Queries in this topic
web scraping comparisonweb scraping for beginnersopen source web scrapingweb scraping pricing comparisonhow does web scraping workFirecrawl not workingis Firecrawl freeFirecrawl tutorialFirecrawl apiFirecrawl pythonFirecrawl pricingwhat is FirecrawlFirecrawl exampleFirecrawl reviewFirecrawl alternativesFirecrawl best practicesScrapingBee documentationScrapingBee best practicesScrapingBee examplehow to use ScrapingBeeScrapingBee pricingwhat is ScrapingBeeScrapingBee tutorialScrapingBee alternativesis ScrapingBee freeScrapingBee not workingScrapingBee pythonScrapingBee rate limitsScraperAPI reviewScraperAPI rate limitsScraperAPI best practicesScraperAPI pricingwhat is ScraperAPIhow to use ScraperAPIScraperAPI not workingScraperAPI exampleScraperAPI alternativesis ScraperAPI freeScraperAPI apiScrape.do reviewis Scrape.do freeScrape.do not workingScrape.do best practicesScrape.do exampleScrape.do apiScrape.do rate limitsScrape.do pythonwhat is Scrape.doScrape.do pricingScrape.do tutorialhow to use Scrape.doScrapeNinja pythonScrapeNinja tutorialScrapeNinja alternativesScrapeNinja not workingScrapeNinja best practicesScrapeNinja pricinghow to use ScrapeNinjais ScrapeNinja freewhat is ScrapeNinjaScrapeNinja apiScrapeNinja exampleScrapeNinja rate limitsZyte best practicesZyte rate limitsZyte documentationwhat is ZyteZyte pricingZyte not workinghow to use ZyteZyte tutorialZyte apiZyte pythonwhat is ApifyApify documentationApify reviewApify not workingApify tutorialApify apiis Apify freeApify pricingApify best practicesApify exampleApify pythonApify rate limitsCrawlee pythonis Crawlee freeCrawlee exampleCrawlee pricingCrawlee best practicesCrawlee apiCrawlee alternativeshow to use CrawleeCrawlee tutorialCrawlee reviewCrawlee documentationCrawlee rate limitsPlaywright documentationPlaywright not workingPlaywright pythonPlaywright reviewPlaywright pricingPlaywright examplePlaywright best practicesPlaywright tutorialPlaywright rate limitsis Playwright freehow to use Playwrightwhat is PlaywrightPuppeteer examplewhat is PuppeteerPuppeteer pythonPuppeteer apihow to use PuppeteerPuppeteer tutorialPuppeteer alternativesPuppeteer not workingPuppeteer rate limitsPuppeteer best practicesis Puppeteer freePuppeteer pricingSelenium best practicesSelenium apihow to use SeleniumSelenium tutorialSelenium pythonSelenium rate limitswhat is SeleniumSelenium pricingSelenium documentationSelenium not workingSelenium exampleBright Data best practicesBright Data pythonBright Data tutorialBright Data apiBright Data not workingis Bright Data freeBright Data rate limitsBright Data pricingwhat is Bright DataBright Data documentationBright Data exampleBright Data reviewOxylabs tutorialOxylabs not workingwhat is OxylabsOxylabs apiOxylabs pricingOxylabs rate limitsOxylabs examplehow to use OxylabsOxylabs alternativesOxylabs best practicesOxylabs pythonOxylabs reviewSmartproxy pythonSmartproxy pricingSmartproxy tutorialSmartproxy reviewSmartproxy rate limitsSmartproxy documentationSmartproxy best practicesis Smartproxy freewhat is SmartproxySmartproxy apiSmartproxy examplehow to use Smartproxyhow to use curl_cfficurl_cffi best practicesbest curl_cffi toolscurl_cffi explainedwhat is curl_cfficurl_cffi pythoncurl_cffi apicurl_cffi examplecurl_cffi tutorialColly documentationis Colly freeColly rate limitswhat is CollyColly pythonColly tutorialColly reviewColly alternativesColly apiColly exampleColly best practicesScrapy pythonScrapy best practicesScrapy alternativesScrapy not workingScrapy pricingScrapy exampleis Scrapy freeScrapy reviewScrapy tutorialScrapy documentationScrapy rate limitsScrapy apiFirecrawl vs ScrapingBeeFirecrawl vs Scrape.doScrapingBee vs ScraperAPIScrapingBee vs ScrapeNinjaScraperAPI vs Scrape.doScraperAPI vs ZyteScrape.do vs ScrapeNinjaScrape.do vs ApifyScrapeNinja vs ZyteZyte vs ApifyZyte vs PlaywrightApify vs CrawleeApify vs PuppeteerCrawlee vs PlaywrightCrawlee vs SeleniumPlaywright vs PuppeteerPlaywright vs Bright DataPuppeteer vs SeleniumPuppeteer vs OxylabsSelenium vs Bright DataSelenium vs SmartproxyBright Data vs OxylabsBright Data vs curl_cffiOxylabs vs SmartproxyOxylabs vs CollySmartproxy vs curl_cffiSmartproxy vs Scrapycurl_cffi vs CollyColly vs Scrapy
API
Measure a topic of your own
Pick your queries, run them on a schedule, keep what comes back. That is the whole method — the endpoint below returns the overview, its citations and the organic results together.
curl --request GET \
--url 'https://serpens.p.rapidapi.com/api/v1/search_ai_overview?q=best%20web%20scraping&gl=us&hl=en&format=json' \
--header 'x-rapidapi-host: serpens.p.rapidapi.com' \
--header 'x-rapidapi-key: YOUR_KEY'Start measuring
Free tier, no card. Same endpoint that produced every number on this page.