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AI-driven Web Scraping Market Size, Share and Forecast 2026-2036

The global AI-driven web scraping market is worth USD 1.0 bn in 2026 and is forecast to reach USD 3.8 bn by 2036, growing at a 14.0% CAGR. United States is the largest country market and Scraping APIs is the largest by offering segment.

USD 1.0 bnMarket size 2026
USD 3.8 bnForecast 2036
14.0%CAGR 2026-2036
United StatesLargest country

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5 segmentation views25 countries2026 to 2036 yearly forecast

Market overview

The global AI-driven web scraping market is worth USD 1.0 bn in 2026 and is forecast to reach USD 3.8 bn by 2036, growing at a 14.0% CAGR. United States is the largest country market and Scraping APIs is the largest by offering segment.

ScopeTools, scraping APIs, managed extraction services and prepared datasets that use machine learning to collect public web data, including data used to train AI models.
IndustryTechnology
Value 2025USD 900 mn
Value 2026USD 1.0 bn
Value 2036USD 3.8 bn
CAGR 2026-203614.0%
Volume 2026478 thousand subscriptions
Volume 20361,605 thousand subscriptions
Average price 2026USD 2,164 per subscription
Report priceStarts from USD 1,999
PublishedNovember 2026

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AI-driven Web Scraping market size and forecast, 2026-2036

Exhibit 1The global AI-driven web scraping market is forecast to grow from USD 1.0 bn in 2026 to USD 3.8 bn by 2036, more than triplingGlobal market value in USD: 2025 base year, 2026 estimate and forecast to 2036. CAGR 2026 to 2036: 14.0%
AI-driven Web Scraping market value, 2025 to 2036Market value by year. 2025: USD 900 mn; 2026: USD 1.0 bn; 2027: USD 1.2 bn; 2028: USD 1.3 bn; 2029: USD 1.5 bn; 2030: USD 1.7 bn; 2031: USD 2.0 bn; 2032: USD 2.3 bn; 2033: USD 2.6 bn; 2034: USD 3.0 bn; 2035: USD 3.4 bn; 2036: USD 3.8 bn. Compound annual growth rate 2026 to 2036: 14.0%.20251.0 bn20262.0 bn20313.8 bn203614.0% CAGR

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

YearMarket value
2026USD 1.0 bn
2027USD 1.2 bn
2028USD 1.3 bn
2029USD 1.5 bn
2030USD 1.7 bn
2031USD 2.0 bn
2032USD 2.3 bn
2033USD 2.6 bn
2034USD 3.0 bn
2035USD 3.4 bn
2036USD 3.8 bn

AI-driven Web Scraping market segmentation

By offering

Exhibit 2Scraping APIs is the largest segment by offering, with 38.0% of 2026 revenueEstimated share of 2026 global revenue, by offering
AI-driven Web Scraping market share by offering, 2026Share of 2026 revenue by offering. Scraping APIs: 38.0%; Managed data-extraction services: 24.0%; No-code scraping tools: 22.0%; Pre-collected datasets: 16.0%.Scraping APIs38.0%Managed data-extraction services24.0%No-code scraping tools22.0%Pre-collected datasets16.0%

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Scraping APIs38.0%39.0%USD 393 mn14.3%
Managed data-extraction services24.0%18.9%USD 248 mn11.3%
No-code scraping tools22.0%22.6%USD 228 mn14.3%
Pre-collected datasets16.0%19.5%USD 166 mn16.3%

By end use

Exhibit 3AI model training data adds the most revenue by end use, growing from USD 228 mn in 2026 to USD 1.3 bn by 2036Estimated revenue in USD by end use, 2026 and 2036 forecast
AI-driven Web Scraping market by end use, 2026 and 2036Revenue by end use in 2026 and 2036. AI model training data: USD 228 mn in 2026, USD 1.3 bn in 2036, change +491%; E-commerce and retail: USD 290 mn in 2026, USD 940 mn in 2036, change +224%; Investment research and finance: USD 186 mn in 2026, USD 660 mn in 2036, change +254%; Marketing and SEO: USD 145 mn in 2026, USD 430 mn in 2036, change +197%; Other uses: USD 104 mn in 2026, USD 256 mn in 2036, change +148%; Travel: USD 83 mn in 2026, USD 205 mn in 2036, change +148%.20262036 forecastChangeAI model training data+491%228 mn1.3 bnE-commerce and retail+224%290 mn940 mnInvestment research and finance+254%186 mn660 mnMarketing and SEO+197%145 mn430 mnOther uses+148%104 mn256 mnTravel+148%83 mn205 mn

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
E-commerce and retail28.0%24.5%USD 290 mn12.5%
Investment research and finance18.0%17.2%USD 186 mn13.5%
AI model training data22.0%35.1%USD 228 mn19.4%
Travel8.0%5.3%USD 83 mn9.5%
Marketing and SEO14.0%11.2%USD 145 mn11.5%
Other uses10.0%6.7%USD 104 mn9.5%

By data type

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Text and HTML content36.0%30.0%USD 373 mn11.9%
Pricing and product data28.0%26.0%USD 290 mn13.2%
Reviews and social posts18.0%20.0%USD 186 mn15.2%
Images and video18.0%24.0%USD 186 mn17.3%

By delivery

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Cloud API based72.0%78.0%USD 745 mn14.9%
Self-hosted18.0%12.0%USD 186 mn9.5%
Browser extension10.0%10.0%USD 104 mn14.0%

By customer size

SegmentShare 2026Share 2036Value 2026CAGR 2026-36
Large enterprises46.0%42.0%USD 476 mn13.0%
Mid-size firms30.0%31.0%USD 310 mn14.4%
Small firms and freelancers24.0%27.0%USD 248 mn15.3%

Top 25 countries for AI-driven web scraping by revenue

Countries are ranked by revenue earned from sales in the country, not by where the product is made. The ten largest hold 83.0% of 2026 revenue and the 25 countries below together hold 95.2%.

Exhibit 4United States is the largest country market at USD 455 mn in 2026, and the three largest countries hold 57.0% of global revenueEstimated 2026 revenue in USD and share of the global market, ten largest countries
AI-driven Web Scraping market, ten largest countries in 2026Ten largest countries by 2026 revenue. United States: USD 455 mn, 44.0%; United Kingdom: USD 72 mn, 7.0%; Germany: USD 62 mn, 6.0%; India: USD 52 mn, 5.0%; Israel: USD 41 mn, 4.0%; France: USD 41 mn, 4.0%; Canada: USD 41 mn, 4.0%; Singapore: USD 31 mn, 3.0%; Australia: USD 31 mn, 3.0%; Netherlands: USD 31 mn, 3.0%.United States455 mn 44.0%United Kingdom72 mn 7.0%Germany62 mn 6.0%India52 mn 5.0%Israel41 mn 4.0%France41 mn 4.0%Canada41 mn 4.0%Singapore31 mn 3.0%Australia31 mn 3.0%Netherlands31 mn 3.0%

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

#CountryValue 2026Share 2026Value 2036CAGR 2026-36
1United StatesUSD 455 mn44.0%USD 1.6 bn13.4%
2United KingdomUSD 72 mn7.0%USD 253 mn13.3%
3GermanyUSD 62 mn6.0%USD 219 mn13.4%
4IndiaUSD 52 mn5.0%USD 280 mn18.4%
5IsraelUSD 41 mn4.0%USD 157 mn14.3%
6FranceUSD 41 mn4.0%USD 146 mn13.4%
7CanadaUSD 41 mn4.0%USD 153 mn14.0%
8SingaporeUSD 31 mn3.0%USD 130 mn15.4%
9AustraliaUSD 31 mn3.0%USD 115 mn14.0%
10NetherlandsUSD 31 mn3.0%USD 107 mn13.2%
11JapanUSD 29 mn2.8%USD 111 mn14.5%
12ChinaUSD 22 mn2.1%USD 87 mn14.6%
13BrazilUSD 17 mn1.7%USD 68 mn14.5%
14South KoreaUSD 14 mn1.3%USD 53 mn14.5%
15SpainUSD 11 mn1.0%USD 41 mn14.6%
16ItalyUSD 8.3 mn0.8%USD 32 mn14.4%
17PolandUSD 6.4 mn0.6%USD 25 mn14.5%
18UkraineUSD 5.0 mn0.5%USD 20 mn14.7%
19SwedenUSD 3.9 mn0.4%USD 15 mn14.6%
20United Arab EmiratesUSD 3.0 mn0.3%USD 12 mn14.8%
21SwitzerlandUSD 2.4 mn0.2%USD 9.2 mn14.5%
22MexicoUSD 1.9 mn0.2%USD 7.3 mn14.6%
23IrelandUSD 1.4 mn0.1%USD 5.8 mn14.8%
24TurkeyUSD 1.1 mn0.1%USD 4.2 mn14.0%
25VietnamUSD 0.93 mn0.09%USD 4.2 mn16.3%
Rest of worldUSD 49 mn4.8%USD 182 mn14.0%
Exhibit 5United States and India account for 49% of the USD 2.8 bn the market is forecast to add by 2036Forecast revenue added between 2026 and 2036 by country, in USD
AI-driven Web Scraping market, where the growth to 2036 comes fromRevenue added between 2026 and 2036. Market value 2026: USD 1.0 bn. United States: +USD 1.1 bn; India: +USD 228 mn; United Kingdom: +USD 181 mn; Germany: +USD 157 mn; Israel: +USD 116 mn; 20 other countries: +USD 843 mn; Rest of world: +USD 133 mn. Market value 2036: USD 3.8 bn.Market value 20261.0 bnUnited States+1.1 bnIndia+228 mnUnited Kingdom+181 mnGermany+157 mnIsrael+116 mn20 other countries+843 mnRest of world+133 mnMarket value 20363.8 bn

Source: Compare Market Research analysis.
© 2026 Compare Market Research. All rights reserved.

Competitive landscape

Group 1: Global leaders

  • Bright Data
  • Oxylabs
  • Zyte
  • NetNut
  • SOAX

Group 2: Regional and specialist players

  • Apify
  • ScraperAPI
  • Diffbot
  • ScrapingBee
  • Octoparse
  • ParseHub
  • Scrapfly
  • Mozenda

Group 3: Emerging and niche players

  • Firecrawl
  • Crawlbase
  • Decodo
  • Browse AI
  • Jina AI
  • Browserless

Research methodology

Every figure on this page comes from the research framework that we apply to all of the markets we cover. The 2025 base for the AI-driven web scraping market is built from the volume sold and the price that buyers pay, and is cross-checked against the size of the wider industry the market belongs to. Where a market can be sized in more than one way, the routes are compared before a figure is set.

The forecast runs year by year from the 2025 base to 2036. Growth in each year reflects demand from the industries that buy the product, adoption of new technology, pricing, regulation and replacement cycles. Volume and price are modelled together, so revenue in each year equals volume multiplied by average price. The 2026 to 2036 compound annual growth rate of 14.0% is calculated from the resulting values.

The market is divided by offering, by end use, by data type, by delivery, by customer size. The 25 largest countries are ranked by revenue earned from sales to buyers in each country, not by where the product is made. Segment values and country values add up to the market total in every year, and every report is checked for consistency before it is published.

Companies are placed in three groups: global leaders, regional and specialist players, and emerging and niche players. The groups describe how companies compete in the market. They are not a ranking and they are not market shares.

Our analysts also carry out primary research. Customized reports add interviews with key opinion leaders, such as senior executives, technical specialists and buyers, to test the assumptions behind the numbers for the question being asked.

Read the full research methodology

Frequently asked questions

How big is the AI-driven web scraping market?

The global AI-driven web scraping market is estimated at USD 900 mn in 2025 and USD 1.0 bn in 2026.

How fast will the AI-driven web scraping market grow?

It is forecast to reach USD 3.8 bn by 2036, a compound annual growth rate of 14.0% from 2026, an increase of USD 2.8 bn.

Which country is the largest market for AI-driven web scraping?

United States is the largest market by revenue at USD 455 mn in 2026, 44.0% of the global total. The three largest countries together hold 57.0%.

Which country is growing fastest?

Among the ten largest markets, India is growing fastest at 18.4% a year from 2026 to 2036.

Which AI-driven web scraping segment is largest?

In the by offering split, Scraping APIs is the largest segment with 38.0% of 2026 revenue.

Who are the leading AI-driven web scraping companies?

Global leaders include Bright Data, Oxylabs, Zyte, NetNut.

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