AEO for web scraping APIs: AI search visibility ranking
How AI search engines rank web scraping APIs by visibility and citations. 20 brands measured quarterly 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 buyers inquire about Web scraping APIs, AI engines frequently point to ScrapingBee as the leading option. With a visibility percentage of 25.0, ScrapingBee stands out among its competitors. Other notable mentions include ScraperAPI and Firecrawl. It's clear that these brands are prominently featured and consistently recommended by various AI platforms.
The rankings are influenced heavily by sources such as youtube.com and context.dev, which are common go-to sites for reviews and expert opinions in the industry. The presence of aggregator and review sites means these brands have gained considerable reputation and credibility, which is reflected in how AI engines present their recommendations.
For buyers evaluating their options, it's important to consider what AI engines value: recent reviews, third-party validation, and a brand's topical authority in this specific subcategory. Focusing on these elements can guide you to make an informed choice based on factors that AI platforms consistently highlight as important.
At a glance
What we observed in this category
ScrapingBee and ScraperAPI share the top visibility score at 25.0% each, well above the category average of 3.8%, making the gap between the top two and the rest of the field substantial. ScrapingBee holds the composite lead at 28.8 versus ScraperAPI's 25.0, partly because its citation rate (37.5%) exceeds ScraperAPI's (25.0%). Bright Data's drop from rank 1 to rank 4, with visibility collapsing from 37.5% to 0.0%, shows how quickly AI Mode can redistribute dominance in this category.
Firecrawl is the sharpest example of visibility diverging from citation: it holds 0.0% visibility yet a 75.0% citation rate, the highest citation figure across all ranked brands. Oxylabs and Apify sit at the opposite extreme, each with 12.5% visibility and 0.0% citation, meaning AI Mode surfaces them by name but does not link out to them. This split suggests AI Mode distinguishes between brands it mentions in generated text and brands it treats as trustworthy enough to hyperlink.
Google AI Mode is the dominant engine for every brand in the top 10 with no exceptions, indicating the audit data reflects a single-engine landscape. Among the top cited sources in the category, firecrawl.dev and scrapingbee.com appear alongside non-brand sources including youtube.com, reddit.com, and dev.to, suggesting AI Mode anchors its answers on a mix of official product domains and community or developer content rather than pure vendor documentation.
Movers & shakers since last refresh
Biggest visibility risers
-
ScrapingBee 12% → 25% · rank #3 → #1+12pp
-
ScraperAPI 12% → 25% · rank #5 → #2+12pp
Biggest visibility fallers
-
Bright Data 38% → 0% · rank #1 → #4-38pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
scrapingbee.com
|
25% | 38% | Google AI Mode |
ScrapingBee leads with a composite score of 28.8, driven by a 37.5% citation rate that exceeds its own visibility score of 25.0% and the category citation average of 12.5%. |
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| 2 |
scraperapi.com
|
25% | 25% | Google AI Mode |
ScraperAPI matches ScrapingBee's 25.0% visibility but trails on citations at 25.0%, and is the only top-5 brand to have grown both visibility and citation in the latest period. |
||||
| 3 |
firecrawl.dev
|
0% | 75% | Google AI Mode |
Firecrawl holds zero visibility yet a 75.0% citation rate, the highest in the dataset, placing it third overall purely on citation trust despite no named mentions in AI responses. |
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| 4 |
brightdata.com
|
0% | 38% | Google AI Mode |
Bright Data fell from rank 1 to rank 4 after its visibility dropped 37.5 points to 0.0%, the largest single-brand decline recorded in this audit period. |
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| 5 |
oxylabs.io
|
12% | 0% | Google AI Mode |
Oxylabs holds 12.5% visibility but 0.0% citations, meaning AI Mode names it in responses without ever linking to its domain, leaving it without citation-based trust signals. |
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| 6 |
apify.com
|
12% | 0% | Google AI Mode |
| 7 |
crawlbase.com
|
0% | 25% | Google AI Mode |
| 8 |
zyte.com
|
0% | 12% | Google AI Mode |
| 9 |
scrapingdog.com
|
0% | 12% | Google AI Mode |
| 10 |
webscrapingapi.com
|
0% | 12% | Google AI Mode |
| 11 |
zenrows.com
|
0% | 12% | 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 |
serpapi.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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own web scraping APIs brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for web scraping APIs
Who leads AI visibility in the web scraping APIs category?
ScrapingBee and ScraperAPI are tied on visibility at 25.0% each, both far above the category average of 3.8%, with ScrapingBee holding the overall composite lead at 28.8.
Which brand has the highest citation rate in this category?
Firecrawl leads all brands with a 75.0% citation rate despite having 0.0% visibility, meaning AI Mode links to it frequently without naming it in generated responses.
What sources does AI cite most for web scraping API research?
The top cited sources include youtube.com, reddit.com, dev.to, and context.dev alongside brand domains like firecrawl.dev and scrapingbee.com, indicating AI Mode blends community content with official vendor pages.
Which brand has lost the most AI visibility recently?
Bright Data dropped from rank 1 to rank 4 with a visibility decline of 37.5 points, falling from 37.5% to 0.0% in the most recent period covered by this audit.
Are there brands that appear in AI responses but receive no citation links?
Yes, Oxylabs and Apify both have 12.5% visibility and 0.0% citation rate, showing AI Mode names them in answers but does not treat their domains as citation sources.
Which engine dominates AI visibility for web scraping API brands?
Google AI Mode is listed as the top engine for every brand in the top 10, making it the sole engine driving visibility and citation outcomes in this category audit.