Web scraping APIs: AI search visibility ranking (2026)
How AI search engines rank web scraping apis by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Scraping APIs and data extraction services used to collect web content, bypass blocks, and automate large-scale website data access. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When potential buyers inquire about Web scraping APIs, AI engines frequently point to Bright Data as the leader in this space. It stands out with a visibility percentage of 37.5, leading the pack among its peers. Other notable mentions include Oxylabs and ScrapingBee, which also receive recognition for their offerings.
The prominence of Bright Data, Oxylabs, and ScrapingBee in AI engine recommendations can be attributed to citations from top-cited sources like firecrawl.dev and scrape.do. These are often aggregator or review sites, providing a broad overview and multiple perspectives, which helps in shaping the rankings due to their comprehensive analysis.
For buyers evaluating this list, it's crucial to consider what AI engines prioritize: up-to-date reviews and third-party validation. Evaluating brands with strong topical authority in this subcategory ensures you're choosing a solution that's not only popular but also carries recent and relevant endorsements.
At a glance
What we observed in this category
Bright Data leads the Web scraping APIs category with a composite score of 41.2, more than 13 points ahead of second-placed Oxylabs at 27.5. Its visibility of 37.5% sits dramatically above the category average of 4.4%, and it recorded the largest single-period visibility gain in the audit, rising from 12.5% to 37.5% and from 0% to 50% on citations. This gap matters because it signals that Google AI Mode is consolidating recommendations around one brand while most of the 20 tracked brands remain statistically invisible.
Firecrawl presents the clearest divergence between visibility and citation in this dataset. Its visibility fell to 0.0% from 12.5% in the previous period, yet its citation rate climbed to 62.5%, matching Oxylabs for the highest citation rate in the audit. Oxylabs shows a similar pattern: 12.5% visibility against a 62.5% citation rate. This means both brands are being referenced as sources inside AI answers without being named as recommended tools, a meaningful distinction for buyers and analysts tracking trust signals.
Every top-10 brand in this category lists Google AI Mode as its top engine, with no outliers on alternative engines such as Perplexity or ChatGPT. The top cited sources list includes firecrawl.dev, oxylabs.io, brightdata.com, and scrapingbee.com, alongside smaller domains like scrape.do, scrapegraphai.com, and olostep.com, and youtube.com. The presence of lesser-known domains in the citation list alongside a YouTube entry suggests the AI is drawing on a broad and mixed-authority source pool rather than anchoring exclusively on established brand domains.
Movers & shakers since last refresh
Biggest visibility risers
-
Bright Data 12% → 38% · rank #4 → #1+25pp
Biggest visibility fallers
-
Firecrawl 12% → 0% · rank #2 → #4-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
brightdata.com
|
38% | 50% | Google AI Mode |
Bright Data's 37.5% visibility is more than 8 times the 4.4% category average, and its 50% citation rate confirms it is both named and sourced by Google AI Mode. |
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| 2 |
oxylabs.io
|
12% | 62% | Google AI Mode |
Oxylabs has the joint-highest citation rate at 62.5%, yet its 12.5% visibility matches the category mid-tier, indicating it is trusted as a source more than it is recommended. |
||||
| 3 |
scrapingbee.com
|
12% | 50% | Google AI Mode |
ScrapingBee holds 12.5% visibility and a 50% citation rate, placing it among the cited-sources list and keeping it competitive despite a composite score of only 23.8. |
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| 4 |
firecrawl.dev
|
0% | 62% | Google AI Mode |
Firecrawl's visibility dropped to 0.0% this period while its citation rate rose to 62.5%, the starkest named-vs-trusted split among all ranked brands in the audit. |
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| 5 |
scraperapi.com
|
12% | 12% | Google AI Mode |
ScraperAPI scores 12.5% on both visibility and citation, giving it the lowest composite score of any brand in the top five at 12.5, equal to sixth-placed Apify. |
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| 6 |
apify.com
|
12% | 12% | Google AI Mode |
| 7 |
zyte.com
|
0% | 12% | Google AI Mode |
| 8 |
webscrapingapi.com
|
0% | 12% | Google AI Mode |
| 9 |
zenrows.com
|
0% | 12% | Google AI Mode |
| 10 |
serpapi.com
|
0% | 0% | Google AI Mode |
| 11 |
crawlbase.com
|
0% | 0% | Google AI Mode |
| 12 |
diffbot.com
|
0% | 0% | Google AI Mode |
| 13 |
import.io
|
0% | 0% | Google AI Mode |
| 14 |
parsehub.com
|
0% | 0% | Google AI Mode |
| 15 |
phantombuster.com
|
0% | 0% | Google AI Mode |
| 16 |
grepsr.com
|
0% | 0% | Google AI Mode |
| 17 |
nubela.co
|
0% | 0% | Google AI Mode |
| 18 |
netnut.io
|
0% | 0% | Google AI Mode |
| 19 |
dataforseo.com
|
0% | 0% | Google AI Mode |
| 20 |
scrapingdog.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on web scraping apis, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own web scraping apis brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about web scraping apis AI visibility
Who leads AI visibility in the Web scraping APIs category?
Bright Data leads with a composite score of 41.2 and 37.5% visibility, far ahead of second-placed Oxylabs at 27.5 composite and 12.5% visibility.
Which brand has the highest citation rate in Web scraping APIs AI results?
Oxylabs and Firecrawl share the highest citation rate at 62.5% each, though Firecrawl currently has 0.0% visibility, meaning it is cited as a source but not named as a recommendation.
What sources does Google AI Mode anchor on when answering Web scraping API queries?
The top cited sources include firecrawl.dev, oxylabs.io, brightdata.com, scrapingbee.com, and smaller domains like scrape.do and olostep.com, plus youtube.com, suggesting a broad and mixed-authority source pool.
How concentrated is AI visibility in the Web scraping APIs category?
It is highly concentrated: the category average visibility is only 4.4%, and Bright Data at 37.5% accounts for the overwhelming share, while six of the top ten brands sit at 0.0% visibility.
Which brand showed the biggest improvement in AI visibility this period?
Bright Data was the only recorded riser, jumping from 12.5% to 37.5% visibility and from 0% to 50% citation rate, moving from rank 4 to rank 1.
Is there a divergence between which brands are named versus which are cited as sources in this category?
Yes, Firecrawl and Oxylabs both have citation rates of 62.5% despite visibility of 0.0% and 12.5% respectively, showing the AI treats them as credible sources without consistently recommending them by name.