Subcategory · AI Citation Index
Healthcare IT
Oracle Health leads shortlists at 42% with 67 prompt appearances; NextGen and Veeva Vault rank highest in head-to-head evaluations.
160 discovery queries · 148 head-to-heads · refreshed Jul 22, 2026
Discovery stage
The shortlist
Across 160 buyer-style "Healthcare IT" queries
Oracle Health appears in 67 of 160 prompts (42% shortlist rate), followed by practice.do at 39% and pointapp.org at 31%. All top-ten brands achieve model diversity of 4, meaning every major LLM cites them. The category generates 98 consensus brands across 160 prompts, signaling fragmented vendor awareness.
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Score shifts, new entrants, citation gaps — every Monday.
Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 5/100
Oracle Health scores 39 in direct comparisons across 22 queries, the highest in the category. Practice and three mid-tier brands — Cadence, Rhapsody, Along — each average 23 across 13–15 comparison scenarios. The median evaluation score sits at 5, indicating most brands struggle in head-to-head AI reasoning.
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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
Veeva Vault
Scores 71 — the highest unCited performance in Healthcare IT — but does not crack the top-ten shortlist. Likely dominates niche clinical-data and regulatory workflows that appear in fewer general prompts.
Read brand profile →Epic Systems
Second-highest evaluation score at 62 yet absent from the shortlist top ten. Epic's EHR dominance in hospital settings may not translate to the broader SaaS-buyer queries AI models field.
Read brand profile →NextGen Healthcare
Bridges both lists: 19% shortlist rate and a 52 evaluation score. Appears in 31 prompts with 49 mentions, achieving balanced visibility and head-to-head competitiveness across ambulatory-care queries.
Read brand profile →Phreesia
Evaluation score of 11 places it mid-pack. Patient-intake and payment automation may drive narrow-use-case citations rather than broad category recommendations.
Read brand profile →Citation sources
Where AI pulls citations from
601 citations captured across Healthcare IT prompt runs.
Vendor pages
107Product, help, and marketing pages from tracked vendors
Independent sources
115Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Healthcare IT questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the category- 13 Best EHR Systems in Healthcare of 2026digitalhealth.folio3.com
- An objective comparison of the best EHR patient portalsehrinpractice.com
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Healthcare IT?
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