[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Playwright
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

3

Limited Presence

Avg Prompt Score

23

across 620 prompts

AI Share of Voice

23%

across 620 prompts

Critical Issues

5

critical + high

Shortlist Position

2/80

Not Visible · Ci Cd Discovery

Per-stage performance

🔍Discovery
409 category
Cited26%108/409
Share of voice23%avg
Engine consensus38%of engines
Competitors8.7avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Categories Playwright is visible in

2
  • CI/CDnot yet measured→
  • Developer Toolsnot yet measured→

Your visibility gap

Playwright surfaces in 2/80 Ci Cd discovery prompts. Claim this profile to see which 78 prompts you're missing and how to win them.

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Executive summary

Playwright.dev is already cited for some CI/CD framing (e.g., “CI/CD for e-commerce platforms” and “CI/CD for legal tech startups”), but it is missing from high-intent discovery queries like “best CI/CD software for startups” and “how to automate software deployment with CI/CD.” The single highest-ROI fix is to publish crawlable, evaluation-style “CI/CD for [industry/use case]” pages that explicitly answer how Playwright fits into CI/CD pipelines (including automation/deployment workflows), so AI engines can cite first-party content for those gap queries.

Based on audit of playwright.dev · Jun 9, 2026

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