A look at how Clinia is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Clinia is cited in 4 of 39 AI answers. It shows up on Clinia. It is absent on Healthcare Search, Health Data Infrastructure, Provider Directory Search.
AI answers fire on 100% of tracked queries, yet Clinia is quoted in only 10% of them. When it does appear, it sits as a listed provider, rarely the lead source.
Context Engine for Healthcare AI Agents | Clinia Product Clinia Context Engine Product A health-specific context layer that sits between patient data and the AI agents built on top. Resources Documentation Changelog Blog Trust Center Comparclinia.com, 2026
Differentiators it leads with: Healthcare Search, Health Data Infrastructure, Provider Directory Search, Clinical AI Search.
Cited as a provider on Clinia queries.
Appears alongside linkedin.com, evidencemd.ai, youtube.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Clinia | Owned | comparison |
| Healthcare Search | Invisible | positioning |
| Health Data Infrastructure | Invisible | positioning |
| Provider Directory Search | Invisible | positioning |
| Clinical Ai Search | Invisible | positioning |
| Healthcare Knowledge Retrieval | Invisible | positioning |
Problem Aware. Overview queries: Clinia appears on 1 of 6 themes.
Solution Aware. Owned on Clinia; absent on Healthcare Search, Health Data Infrastructure, Provider Directory Search.
Alternatives. 0 themes name the brand without citing it; 35 queries answer without it at all.
Executed by AUQ for B2B SaaS teams with the same gaps this audit found.
39 queries across branded, positioning, and comparison intent. "Cited" means Clinia's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Clinia in the AI answer | Top sources cited |
|---|---|---|
| best healthcare search | Absent | nia.nih.gov, pubmed.ncbi.nlm.nih.gov, raodermatology.com |
| healthcare search vendors | Absent | kleinhersh.com, silverbackstrategies.com, healthcare-executive-search.healthcarebusinessreview.com |
| healthcare search solutions | Absent | medicalsolutions.com, latam.healthcarebusinessoutlook.com, uhcsolutions.com |
| healthcare search software | Absent | copyright.com, optimly.ai, raodermatology.com |
| healthcare search platform | Absent | medicare.gov, openevidence.com, copyright.com |
| top healthcare search providers | Absent | medicare.gov, zocdoc.com, healthgrades.com |
| healthcare search comparison | Absent | iqvia.com, trakkr.ai, doctormultimedia.com |
| best health data infrastructure | Absent | healthgorilla.com, lifebit.ai, rankings.economy.ac |
| health data infrastructure vendors | Absent | healthgorilla.com, datavant.com, lifebit.ai |
| health data infrastructure solutions | Absent | chatsworth.com, netskope.com, community.hpe.com |
| health data infrastructure software | Absent | healthgorilla.com, arcadia.io, gartner.com |
| health data infrastructure platform | Absent | healthgorilla.com, digital.ahrq.gov, hart.com |
| top health data infrastructure providers | Absent | time.com, 6sense.com, helpware.com |
| health data infrastructure comparison | Absent | pmc.ncbi.nlm.nih.gov, lifebit.ai, supertruth.ai |
| best provider directory search | Absent | docinfo.org, healthgrades.com, en.wikipedia.org |
| provider directory search vendors | Absent | bluehive.com, providerlookup.healthsmart.com, providerdirectory.pacificsource.com |
| provider directory search solutions | Absent | kyruushealth.com, medicare.gov, healthcareoptions.dhcs.ca.gov |
| provider directory search software | Absent | goperspecta.net, atlassystems.com, softwareadvice.com |
| provider directory search platform | Absent | softwareone.com, apps.apple.com, facebook.com |
| top provider directory search providers | Absent | allconnect.com, broadbandsearch.net, broadbandnow.com |
| provider directory search comparison | Absent | healthpartners.com, docinfo.org, q-corp.org |
| best clinical ai search | Absent | openevidence.com, forbes.com, evidencemd.ai |
| clinical ai search vendors | Absent | intuitionlabs.ai, wolterskluwer.com, amasatech.ai |
| clinical ai search solutions | Absent | arkangel.ai, evidencemd.ai, fiercehealthcare.com |
| clinical ai search software | Absent | instagram.com, linkedin.com, researchsolutions.com |
| clinical ai search platform | Absent | biospectrumasia.com, linkedin.com, iatrox.com |
| top clinical ai search providers | Absent | openevidence.com, techtarget.com, evidencemd.ai |
| clinical ai search comparison | Absent | evidencemd.ai, youtube.com, paperguide.ai |
| best healthcare knowledge retrieval | Absent | nature.com, mdpi.com, pmc.ncbi.nlm.nih.gov |
| healthcare knowledge retrieval vendors | Absent | recordrs.com, ventureradar.com, chartrequest.com |
| healthcare knowledge retrieval solutions | Absent | arxiv.org, recordrs.com, mrchouston.com |
| healthcare knowledge retrieval software | Absent | sitepoint.com, chartrequest.com, linkedin.com |
| healthcare knowledge retrieval platform | Absent | c8health.com, openai.com, youtube.com |
| top healthcare knowledge retrieval providers | Absent | getcodeshealth.com, getaprofessor.com, americanretrieval.com |
| healthcare knowledge retrieval comparison | Absent | arxiv.org, journals.sagepub.com, alphaxiv.org |
| alternatives to Clinia | Cited | getapp.co.uk, g2.com, easyfinder.ai |
| Clinia vs Kyruus Health | Cited | primrose.health, featuredcustomers.com, linkedin.com |
| Clinia vs Algolia | Cited | meilisearch.com, algolia.com, cimulate.ai |
| Clinia vs Vectara | Cited | youtube.com, vectara.com, linkedin.com |
Clinia is cited in 4 of the 39 AI answers we triggered.
Clinia presents as healthcare search, health data infrastructure, provider directory search, clinical AI search, healthcare knowledge retrieval. AI Overviews cite it on Clinia and it is absent on Healthcare Search, Health Data Infrastructure, Provider Directory Search.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| linkedin.com | 9 | Cited on 9 of the queries we tested. |
| evidencemd.ai | 9 | Cited on 9 of the queries we tested. |
| youtube.com | 8 | Cited on 8 of the queries we tested. |
| iatrox.com | 8 | Cited on 8 of the queries we tested. |
| openevidence.com | 7 | Cited on 7 of the queries we tested. |
| lifebit.ai | 6 | Cited on 6 of the queries we tested. |
| pmc.ncbi.nlm.nih.gov | 6 | Cited on 6 of the queries we tested. |
| raodermatology.com | 5 | Cited on 5 of the queries we tested. |
| healthgrades.com | 5 | Cited on 5 of the queries we tested. |
| medicare.gov | 5 | Cited on 5 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Clinia on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| linkedin.com | Cited on 9 of the tested queries. |
| evidencemd.ai | Cited on 9 of the tested queries. |
| youtube.com | Cited on 8 of the tested queries. |
| iatrox.com | Cited on 8 of the tested queries. |
| openevidence.com | Cited on 7 of the tested queries. |
| lifebit.ai | Cited on 6 of the tested queries. |
| pmc.ncbi.nlm.nih.gov | Cited on 6 of the tested queries. |
| raodermatology.com | Cited on 5 of the tested queries. |