Subcategory · AI Citation Index
Browser Automation
Browser automation is a three-tier category. UiPath captures the most AI eyeballs — it surfaces in 69% of discovery prompts across ChatGPT, Claude, Gemini, and Perplexity. Cypress lands in 43% of queries, visible on every engine but half UiPath's share. Stable, Octoparse, and Selenium split the third tier at roughly 30% each, all visible across all four engines. Bardeen is the faller — tagged across three engines with 37% share but losing ground in head-to-head comparisons (evaluation scores dropped six points month-over-month). The category is fragmented, not consolidated: ten brands hold double-digit mention counts, and no single brand owns more than two-thirds of discovery share.
35 discovery queries · 10 head-to-heads · refreshed May 1, 2026
Discovery stage
The shortlist
Across 35 buyer-style "Browser Automation" queries
UiPath surfaces in more than two-thirds of buyer queries about browser automation and shows up on ChatGPT, Claude, Gemini, and Perplexity. Cypress appears in 43% of the same queries, visible across all four engines. Stable, Octoparse, and Selenium each land in roughly 30% of discovery prompts with four-engine reach. Bardeen surfaces in 37% of queries but misses one engine in our rotation; Appium and Browse.ai sit at 11-14% share, visible on all engines or three of four.
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Brands to know
In this category
Bardeen
FallerNo-code Chrome extension for workflow automation
Read brand profile →Browser Use
Python library for AI-agent browser control
Read brand profile →Browserbase
Headless browser infrastructure for web scraping
Read brand profile →Stagehand
AI-native browser automation for agentic workflows
Read brand profile →Citation sources
Where AI pulls citations from
906 citations captured across Browser Automation prompt runs.
Vendor pages
270Product, help, and marketing pages from tracked vendors
Independent sources
307Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Browser Automation questions
Every query in our audit set is top-of-funnel exploration. Buyers ask AI for browser automation tools by persona and use case: data scientists looking for data pre-processing tools, e-commerce managers hunting for inventory update automation, customer support teams searching for ticket management software. No head-to-head comparison prompts ('X vs Y'), no pricing questions, no trust or conversion queries — the entire audit set is discovery-stage browsing.
Discovery
Buyers exploring the categoryEvaluation
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