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SaaS transparency ranking · Engineering and data

Browser automation and web data

26 vendors · updated 2026-09-06 · 1 without enough data for a score

Hosted browsers, website screenshots and web data collection APIs, ranked by the public disclosures we can verify.

Public transparency score, not a product or security rating. Transparency means: published on the vendor's own site, readable without a login, found by us at the addresses we checked.

+4against the median of every category we measure

  • Browser automation and web data26
  • All categories22
Median transparency score, out of 100. Browser automation and web data sits above the median across every category we measure.
  1. A0 0%
  2. B0 0%
  3. C1 4%
  4. D1 4%
  5. E11 44%
  6. F12 48%
25 vendors with a score; 1 more without a score because we could measure too little. Bands have fixed thresholds, see how the score works.
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Each of these is the same ranking with one condition, and each exists only where we measured it for at least 8 vendors.

This category, criterion by criterion

How this market does on each criterion, with its own share and how it compares with the rest.

Head-to-head comparisons

Each comparison lists only the criteria where the two differ, with the source for every one. All comparisons.

Every result links its source on the vendor page. A grey segment means we could not measure it, not that it is missing. See how we score.