On this page
AEO tools are software that tracks how AI assistants such as ChatGPT, Google AI Overviews and Perplexity answer the questions your buyers ask, while a managed AEO service adds a team that does the strategy, content and site work for you. Curve Compliance offers both: the AI Visibility feature and Curve AEO, its managed service. AI Visibility is a feature in Curve Compliance, and Curve also offers it as a managed service.
Deciding between software and a team for your healthcare brand? Book a call to see AI Visibility on your own questions, or to talk about the managed service.
What AEO tools do
"AEO tool" covers four kinds of software. Many products mix more than one, so sort a shortlist by what you need done:
| Tool type | What it does | What it leaves to your team |
|---|---|---|
| AI answer tracker | Asks AI assistants your questions and records who they name and cite, with share of voice against competitors | Deciding what to change, then writing and publishing it |
| SEO suite with AI add-ons | Adds AI answer reports to keyword, ranking and backlink data | Working out which AI gaps matter for your services |
| Site readiness checker | Checks whether AI systems can reach and read your pages | Making the fixes, often with a developer |
| Content optimization tool | Grades drafts against topics and questions | Original expertise, sources and clinical review |
Google's view of all of them is practical: "Use these tools if they help your workflow, but be sure to evaluate their advice against our official guidance" (Google Search Central). It also notes that "Some third-party services provide data that some users of those tools misinterpret as somehow being from Google" (Google Search Central). A tool reports what AI assistants said when it asked them.
What a healthcare AEO tool should cover
The assistants your patients use
Patients spread across assistants. In rater8's 2025 survey, patients who had used generative AI to research providers named ChatGPT as most helpful or accurate (73%), followed by Google Gemini (56%), Microsoft Copilot (43%), Perplexity (30%) and Claude (17%) (rater8). Traffic is more concentrated: ChatGPT drives 83.8% of AI referral traffic in health care, with Perplexity at 7.8%, Copilot at 4.7% and Gemini at 2.8% (Conductor).
| Assistant | Reach | Source |
|---|---|---|
| ChatGPT | More than 1 billion weekly active users (August 2026) | OpenAI |
| Google AI Overviews | Over 2.5 billion monthly active users (May 2026) | |
| Google AI Mode | More than one billion monthly users one year after launch (May 2026) |
These are each company's own global figures (OpenAI, Google). The point for a tool: one that watches only ChatGPT misses the answers patients see at the top of Google, and one that watches only Google misses the assistant that sends most AI referrals.
Change over time
AI answers are not fixed. In Semrush's U.S. clickstream data, ChatGPT ran a web search on 34.5% of queries as of February 2026, down from 46% early in the study, and the share of search-enabled sessions ranged from 15% to 66.3% over the period (Semrush). Ahrefs found 50% to 83% of AI citations were gone the next day, though about 75% of those came back within 20 days (Ahrefs). A useful tool shows trends over weeks, not one run. See what to measure in AEO tracking.
Visits and bookings, not only mentions
The evidence on how AI visitors convert is mixed, which is why you need your own numbers. In Amsive's study of 54 websites, LLM referrals converted at 4.87% and organic search at 4.60%, a difference that was not statistically significant (Amsive). On Ahrefs' own website, AI search visitors converted at a 23 times higher rate than traditional organic visitors, a single-site result (Ahrefs). And fewer searches lead anywhere at all: Pew found Google users ended their browsing session on 26% of search pages with an AI summary, compared with 16% of pages without one (Pew Research Center).
For a healthcare brand, the useful question is whether AI answers bring patients who book. A tool that connects AI answers to visits and bookings answers it directly. See how AI search traffic leads to bookings.
Patient data and accuracy
Tracking AI answers needs marketing questions, not patient records. Ask every vendor what it sends to AI assistants and whether it signs a BAA: 77% of U.S. adults are concerned about the privacy of personal medical information provided to AI tools (KFF). Accuracy matters as much as presence: among patients who used AI to research providers, 66% said they had encountered incorrect provider information from an AI tool (rater8). See HIPAA-compliant AI visibility tracking.
What AEO tools leave to your team
Even the best dashboard is a list of gaps until someone acts on it. With a tool alone, your team owns:
- Picking the questions. The ones patients ask before they choose a provider or product, by service.
- Writing the pages. Google's advice is to "Create non-commodity content that's helpful, reliable, and people-first" (Google), and in the GEO study presented at KDD, adding citations, quotations and statistics improved a page's visibility in AI-generated answers by 30% to 40% on the researchers' benchmark, and by up to 37% in a test on Perplexity (Aggarwal et al.).
- Clinical review. A clinician signs off on anything medical before it goes live.
- Technical fixes. Someone with access to your site makes the changes, or briefs your developer.
- Measuring what changed. Checking what each published page did to AI answers, visits and bookings.
If your team has the writers, the clinician time and the developer help, a tool can be enough. If it does not, the tool's findings tend to wait. See AEO content for healthcare for what the writing involves.
AEO tools vs an agency vs a managed AEO service
| Approach | Who does the work | Best fit | What to have in place |
|---|---|---|---|
| In-house team with an AEO tool | Your marketers, writers and developer | Teams with spare writing, clinician and developer time | A clear owner for the roadmap |
| SEO or AEO agency | The agency, using its own tools or yours | Brands that want outside hands on strategy and content | A way to see results on your own questions |
| Managed AEO service | A team that runs the tool and the work together | Brands that want tracking and execution in one place | Clinicians to approve anything medical |
Five questions settle most decisions:
- Do we have writers who know our services and patients?
- How much clinician review time do we have each month?
- Can our developer make site changes when asked?
- Do we need reporting that ties AI answers to visits and bookings?
- Do we want one partner for both the tracking and the work?
For how to vet an outside team, see how to choose an AEO agency for healthcare. For named tools, see the best AI visibility tools for healthcare.
What This Looks Like in Practice
In one AI Visibility program we've run, for a HIPAA-focused healthcare software brand, Curve's team tracked the questions buyers ask AI assistants, found where competitors were named and the brand wasn't, and published pages to close those gaps. About five weeks in:
- AI assistants named or cited the brand in 53% of their answers to its 40 core buyer questions (104 of 196), across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity and Claude.
- Across 184 real buyer questions and 912 AI answers, its site was cited in 236 answers, more than any competitor's and more than 2.5 times as many as the nearest one (89).
- 47 of the new pages were already cited by AI assistants within six days of going live.
- One new page brought in more than half of the brand's unpaid ChatGPT visits in its first week.
How Curve Compliance helps
AI Visibility is a feature in Curve Compliance, and Curve also offers it as a managed service. In Curve, the feature is called AI Visibility (AEO), and the managed service is Curve AEO.
AI Visibility shows how often AI assistants, including ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Claude and Gemini, name and cite your practice for the questions your patients ask. It ties AI answers to the visits and bookings they bring you. It shows where competitors are named and you aren't, who leads each topic, and which sources AI cites. It checks whether AI search can read your site, and what to fix. See the AI Visibility product page.
As a managed service, Curve AEO adds the team. Introducing Curve AEO: a service that helps you understand how your brand appears in AI search, with a team that handles the strategy and execution for you.
What You Get with Curve AEO:
- AI Visibility Tracking. See how often your brand appears in AI-generated answers.
- Optimize Your Site for AI. We make technical improvements that help AI assistants find, read, and understand your content.
- Competitive Insights. Understand who's getting recommended instead of you.
- Content Roadmap. Identify gaps and prioritize opportunities to improve performance.
With the managed service, Curve's team sets up your questions, competitors and topics, writes the pages on your roadmap, and makes the technical fixes that help AI assistants read your site. Your clinicians review and approve anything medical before it goes live. Curve's team turns those insights into action: building your strategy, creating and optimizing content, and tracking progress.
If your developer manages your site, Curve's team hands them the exact fixes. Each month, Curve's team walks you through your results on a call and sends a one-page report. Every week you also get a plain-language summary of what changed.
AI Visibility is built for healthcare: only the marketing question you track is sent to AI assistants, screened for PHI first, and never anything about a patient. Curve is SOC 2 Type II and signs a BAA on every plan.
Built for healthcare marketers, Curve connects the entire patient funnel in one platform: paid ads, web analytics, and now AI search. Curve AEO is rolling out to select customers, and spots are limited.
Sources (checked November 6, 2026): Google Search Central, Google's Guide to Optimizing for Generative AI Features on Google Search; Google Search Central, Google Search's guidance on using third-party SEO tools, services, and advice; rater8, The Next Evolution of Patient Choice: The Rise of AI in Healthcare Search (2025 report, PDF); Conductor, Health Care Industry: 2026 AEO / GEO Benchmarks; OpenAI, A milestone in expanding access to AI (August 31, 2026); Google, I/O 2026: Sundar Pichai's opening keynote (May 19, 2026); Google, A new era for AI Search (May 19, 2026); Semrush, ChatGPT traffic analysis: Insights from 17 months of clickstream data (April 7, 2026; study period October 2024 to February 2026); Ahrefs, How Stable Are AI Citations? (October 29, 2026); Amsive, Does LLM Traffic Convert Better Than Organic? (September 3, 2025); Ahrefs, Does AI Search Traffic Convert Better Than Traditional Search? (June 16, 2025); Pew Research Center, Google users are less likely to click on links when an AI summary appears in the results (July 22, 2025); KFF Tracking Poll on Health Information and Trust: Use of AI For Health Information and Advice (March 25, 2026); rater8, 2026 Patient Choice Report (June 3, 2026); Aggarwal et al., GEO: Generative Engine Optimization (KDD 2024); HHS, Business Associates Frequently Asked Questions.
Frequently Asked Questions
What are AEO tools?
AEO tools are software that tracks how AI assistants such as ChatGPT and Google AI Overviews answer the questions your buyers ask, showing who they name and cite.
What is the best AEO tool for healthcare?
The best fit covers the assistants your patients use, tracks answers over time, ties AI answers to visits and bookings, and keeps patient data out of the checks. See the best AI visibility tools for healthcare.
What is the difference between AEO software and an AEO platform?
The terms overlap. "Software" usually means a single tracker, while "platform" usually bundles tracking with site checks, content help and reporting.
Do I need an AEO tool, an agency or a managed service?
A tool fits a team with writers, clinician time and developer help. An agency or a managed service fits a team that wants others to do the work, and a managed service keeps the tracking and the team together.
Can an AEO tool improve AI visibility on its own?
A tool shows where you stand and what to fix. The improvement comes from the work: pages written, reviewed and published, and fixes made on your site.
Does an AEO tool need a BAA in healthcare?
It does whenever the vendor will create, receive, maintain or transmit PHI on your behalf, which is when HIPAA calls for a BAA (HHS). Ask what the tool sends to AI assistants and whether the vendor signs one. Curve is SOC 2 Type II and signs a BAA on every plan.
Does Curve offer an AEO tool and a managed service?
Yes. In Curve, the feature is called AI Visibility (AEO), and the managed service is Curve AEO. AI Visibility is available on request: book a call to get started.
Talk to Curve Compliance
Want to see AI Visibility on your questions, or have Curve's team run it for you? Book a call to see AI Visibility on your own questions, or to talk about the managed service.