Subcategory · AI Citation Index
CI/CD
GitLab and CircleCI dominate AI shortlists at 67% and 63%, while AWS Amplify and legacy Jenkins trail despite broad mention volume.
159 discovery queries · 191 head-to-heads · refreshed Jun 7, 2026
Discovery stage
The shortlist
Across 159 buyer-style "CI/CD" queries
GitLab and CircleCI appear in 106 and 100 of 159 category prompts, achieving shortlist rates of 66.7% and 62.9%. AWS Amplify lands third at 34.6% shortlist rate despite lower mention counts, while Jenkins draws 153 mentions but converts only 34.6% to shortlists. Snyk and TeamCity pull high scores (72 and 67) with narrower reach, appearing in 38 and 50 prompts respectively.
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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.
AWS CodePipelineAWS CodePipelineAWS CodePipelineAWS CodePipelineAWS CodePipelineEvaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 8/100
GitLab, CircleCI, and Jenkins tie at 47-point average evaluation scores across 25 comparison queries each. Bitbucket trails at 43 points over 23 queries, and TeamCity scores 38 across 20 head-to-head matchups. The category median evaluation score sits at just 8 points, indicating most of the 93 total brands see minimal comparative assessment.
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
GitLab
Leads shortlist frequency at 67% across 106 prompts and ties for top evaluation score at 47 points. All-in-one platform positioning drives consistent AI recommendations.
Read brand profile →CircleCI
Matches GitLab's 47-point evaluation average and appears in 100 prompts at 63% shortlist rate. Cloud-native automation architecture keeps it in the consensus tier.
Read brand profile →Snyk
Scores 72 points despite 23.9% shortlist rate and 38-prompt appearance count. Security-focused differentiation wins head-to-head comparisons in narrower use cases.
Read brand profile →TeamCity
Pulls 67-point score and 31.4% shortlist rate over 50 prompts, evaluated in 20 comparison queries at 38 points. JetBrains integration ecosystem sustains enterprise appeal.
Read brand profile →Netlify
Rose 9 points month-over-month and scores 72 overall, signaling momentum in frontend-focused CI/CD workflows. Git-based deployment model aligns with modern Jamstack patterns.
Read brand profile →Citation sources
Where AI pulls citations from
574 citations captured across CI/CD prompt runs.
Vendor pages
292Product, help, and marketing pages from tracked vendors
Independent sources
141Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top CI/CD questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
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