Web scraping APIs in the US: which tools ChatGPT, Gemini and Google AI Mode recommend

We asked ChatGPT, Gemini and Google AI Mode 12 questions developers and data teams ask when they pick a web scraping tool: anti-bot protection, proxies, JavaScript pages, data for AI. The answers name 19 tools. Bright Data is the name that comes back most, and Firecrawl has taken the whole question about data for AI.

Bright Data sets the list

Bright Data is named in 27 of the 36 answers, 9 from ChatGPT, 8 from Gemini and 10 from Google AI Mode, and first in 14. Apify follows with 18, then Oxylabs with 16 and Zyte with 14. Nobody else comes close to Bright Data's reach: it is named on every kind of question, from proxies to no-code scraping.

The older platforms are named for scale and coverage. Zyte is the one the three models disagree on: 9 answers from ChatGPT, 3 from Gemini and 2 from Google AI Mode.

1. Bright Data27 · 75%
2. Apify18 · 50%
3. Oxylabs16 · 44%
4. Zyte14 · 39%
5. Octoparse4 · 11%

Also named, in fewer than 2 answers each: 1 other proxy and data platforms.

Firecrawl owns data for AI

On the 3 questions about clean data for LLM pipelines, AI training and natural-language extraction, Firecrawl is first in all 9 answers. It is named in 18 answers overall, and first in 11. Bright Data and Apify are named in 5 of those 9 answers, ScraperAPI in 3 and Crawl4AI, an open-source project, in 3.

On developer tooling, JavaScript rendering and screenshots, ScrapingBee is named in 7 of 9 answers, and Browserless, a headless-browser service, in 5. Browserless is named only on these questions. ScraperAPI is named in 16 answers and ZenRows in 9, mostly by Google AI Mode.

1. Firecrawl18 · 50%
2. ScrapingBee17 · 47%
3. ScraperAPI16 · 44%
4. ZenRows9 · 25%
5. Browserless5 · 14%
6. Crawl4AI5 · 14%
7. Scrapfly4 · 11%
8. Browse AI3 · 8%
9. Scrapingdog3 · 8%
10. Scrape.do3 · 8%
11. Browserbase3 · 8%
12. ScrapeGraphAI2 · 6%
13. Brandfetch2 · 6%

ChatGPT, Gemini and Google AI Mode, November 2, 2026. One answer can name several scraping APIs and AI extraction tools.

Anti-bot questions go back to the big proxies

On proxies, CAPTCHAs and anti-bot protection, Bright Data is named in all 9 answers and first in 8. ScraperAPI is next with 8, Oxylabs with 7 and Zyte with 5.

The question about no-code scraping for competitive intelligence changes the list: ChatGPT names Browse AI and Octoparse first, while Bright Data and Zyte appear on the business questions about travel and product catalogues.

The models keep different second tiers

ChatGPT names 5.1 tools per answer, Gemini 4.9 and Google AI Mode 4.2. Thirteen of the 19 tools are named by all three models. Scrapfly (4 answers) and Scrapingdog (3) are named only by Gemini. Apify is in 9 of ChatGPT's answers against 5 for Gemini and 4 for Google AI Mode. ZenRows goes the other way: 5 answers from Google AI Mode and 1 from ChatGPT.

Named in 3 answers or more	ChatGPT	Gemini	Google AI Mode
Bright Data	9	8	10
Firecrawl	5	6	7
Apify	9	5	4
ScrapingBee	5	8	4
Oxylabs	7	5	4
ScraperAPI	5	6	5
Zyte	9	3	2
ZenRows	1	3	5
Browserless	3	·	2
Crawl4AI	3	1	1
Scrapfly	·	4	·
Octoparse	1	2	1
Browse AI	1	1	1
Scrapingdog	·	3	·
Scrape.do	1	1	1
Browserbase	1	1	1

Almost every site cited is a vendor's

brightdata.com is the website cited most, in 18 answers, followed by firecrawl.dev in 16 and scrapingbee.com in 13. apify.com and oxylabs.io have 9 each. Two documentation sites are in the top ten: docs.zyte.com (6 answers) and docs.apify.com (4). ChatGPT cites 8.2 sites per answer, Gemini 3.2 and Google AI Mode 4.3.

Platform websiteTool websiteOther website

1. brightdata.com18 · 50%
2. firecrawl.dev16 · 44%
3. scrapingbee.com13 · 36%
4. apify.com9 · 25%
5. oxylabs.io9 · 25%
6. context.dev8 · 22%
7. zyte.com7 · 19%
8. docs.zyte.com6 · 17%
9. docs.apify.com4 · 11%
10. scraperapi.com4 · 11%

What this means for scraping and data tools

• Own one use case in writing. Firecrawl's lead on AI data is a lead on a topic, and the answers cite its site for it. A tool that says clearly what it is for is picked for that.
• Documentation is a source. Zyte's and Apify's docs are cited next to their homepages. Pages that explain how to do something are read like product pages.
• Vendor pages decide. With few independent review sites cited, a vendor's own pages carry most of the weight. Comparison pages and honest limits give the models something to quote.
• Check each model. The same tool can be named three times as often by one model as by another, and Gemini names tools the others never do.

Method

12 questions in English, written from the offer of one scraping vendor and covering AI and LLM data, proxies and anti-bot protection, developer tooling and rendering, and business and no-code use. Each question was asked once to ChatGPT (with web search), Gemini and Google AI Mode, for the US market, on November 2, 2026: 36 answers. We looked in each answer for 21 tools (names and common spellings), counted the answers naming each, their position among those names in the answer, and the websites cited.

This is a snapshot: three models, one day and 12 questions. AI answers vary from one session to the next, so a difference of one or two answers between two names is not significant. Because the questions start from one vendor's strengths, they favour it and tools like it; they do not measure the whole market.