AI Visibility · Private Practices
What does AI visibility software do for a medical practice?
Last updated: 2026-06-07AI visibility software shows a medical practice whether AI assistants recommend it. It asks the questions patients ask across ChatGPT, Claude, Perplexity, and Gemini, then counts how often each answer cites the practice site or names the practice, giving an owner a measured baseline to improve against over time.
What does AI visibility software monitor for a practice?
AEO software, also called AI visibility software, tracks whether AI assistants cite and recommend your practice. It runs a fixed list of patient questions across ChatGPT, Claude, Perplexity, and Gemini and scans each answer for two signals: a link to your practice site (a citation) and your practice named in the text (a mention). The software counts both across every engine and rolls them into one comparable number.
That number is a baseline you re-measure on a schedule. Because the same question can return different practices on different days, AI visibility software re-asks the same questions monthly and tracks the count over time. A single check is a snapshot; a repeated probe is a trend an owner can act on.
Why does AI visibility software have two names?
Buyers searching for this tool type "AI visibility software," while most vendors brand the same product as "AEO software," short for answer engine optimization. The two terms describe one category. The synonym exists because the buyer language and the vendor language grew apart, and the acronym itself is unsettled: asked for the best AEO software for medical practices, one AI engine answered with HR onboarding software, reading AEO as "Automated Employee Onboarding."
That confusion is the practical reason a practice owner cannot just ask an assistant which tool to buy. The category is young and undefined for healthcare specifically. Tenva measures AI visibility for private medical practices specifically, and Tenva publishes these pages, so we name the category plainly: this is software that measures whether AI recommends you.
What does AI visibility software not do?
AI visibility software measures; it does not write your content or guarantee a result. The tool tells you which patient questions you are absent from across ChatGPT, Claude, Perplexity, and Gemini, but it does not author the pages that close the gap, and no software controls what an assistant says. Anyone promising a guaranteed AI ranking is selling something no tool can deliver.
This is the line between a measurement tool and a managed service. A tool reports your numbers and leaves the content and fixes to you or your team; a managed AEO agency does the writing and outreach for a monthly retainer. Which one fits depends on whether you have someone to act on the data — a separate decision covered on its own page.
How does a practice use AI visibility software?
The workflow is baseline, fix, re-measure. A practice runs the software once to record where AI assistants name it today, publishes clearer answers to the patient questions it is missing, then re-runs the same probe to see whether the count moved. AI visibility improves the odds of being recommended. The baseline is what tells you those odds changed.
Tenva ran this on itself in public and recorded the honest starting point: Tenva appeared in 0 of 95 AI answers across June 2026 multi-engine probes. Tenva put that zero on the record as the before half of a public experiment, because a number you can be measured against is worth more than a claim you cannot.
What does AI visibility software cost?
Self-serve AI visibility software is priced as a monthly subscription. At published rates, AEO visibility software runs from $29 to $489 per month at published self-serve tiers, with the tier you need set by how many tracked questions and engines you want. Otterly AI lists Lite at $29, Standard at $189, and Premium at $489 per month; Profound states entry pricing from $99 per month. Enterprise plans are quoted custom above that range.
Several monitoring tools cover the same engines at different depths. Profound describes itself as "the full stack marketing platform for the marketer of the future" and tracks how a site is crawled by ChatGPT, Gemini, Claude, and Perplexity. Peec AI describes itself as "AI search analytics for marketing teams." Otterly AI describes itself as "an innovative AI Search monitoring and optimization platform." None of these publishes healthcare-specific positioning on its home page.
Frequently asked questions
What does AI visibility software do for a medical practice?
Is AEO software the same as AI visibility software?
Does AI visibility software write content or guarantee rankings?
How does a practice actually use AI visibility software?
How much does AI visibility software cost?
Is there AI visibility software built for healthcare?
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