POSTED ON: Oct 13, 2026
You have a 4.9-star rating, hundreds of positive reviews, and a strong community reputation. Yet when someone asks an AI assistant to recommend the best dermatologist nearby, it names a competitor rated 4.6. Why?
A higher rating does not automatically make your practice the strongest recommendation for every search. RepuGen's 2025 AI and Healthcare Search Study found that 39.7% of surveyed patients use AI tools to research providers, either alone or alongside traditional search. Meanwhile, Pew Research Center found that users clicked links in traditional search results in just 8% of visits when Google displayed an AI summary, compared with 15% when no summary appeared.
For a growing share of prospective patients, the AI answer may shape which practices they consider before they visit a website or make a call.
AI search tools do not recommend healthcare providers based on star ratings alone. Review volume and recency, consistent business information, relevant website content, and distance can all influence which practices appear in recommendations. RepuGen's research found that 39.7% of surveyed patients use AI tools to research providers. To improve your visibility, keep your listings accurate, consistently collect genuine reviews, and ensure your website answers prospective patients' questions. A strong rating matters, but it needs reliable, relevant information across your online presence to support it.
No. A higher star rating can strengthen your reputation, but it doesn't guarantee AI search tools will recommend your practice.
Google says local search results depend mainly on relevance, distance, and prominence. Relevance reflects how closely a business matches what someone searches for, while prominence considers how well known the business is. Review quantity and ratings can contribute to prominence, but they aren't the only factors.
Distance is the factor you have the least control over. However, you can improve prominence and relevance. Consistent review collection can strengthen your reputation profile, while accurate listings and useful website content can help people and search systems understand what your practice offers.
Patient behavior offers a useful parallel. In RepuGen's 2026 Healthcare Behavioral Study, 56.8% of respondents chose a provider rated 4.5 stars with 1,050 reviews over one rated 4.9 stars with just 25 reviews. This doesn't prove AI uses the same decision process, but it shows why a perfect rating may be less persuasive than a larger, more substantial body of feedback.
Next, examine what your competitor offers beyond its rating.
Your competitor does not need to outperform you on every measure. Differences across reviews, listings, and website content may help explain why it appears in recommendations more often.
A 4.9 rating from 25 reviews offers less evidence of a sustained pattern than a 4.6 rating from 800 reviews. More reviews give prospective patients more examples of what they might expect from a practice. Review quantity also contributes to Google's local prominence signals.
RepuGen's research on how review volume shapes trust helps explain why a slightly lower rating does not necessarily mean a weaker reputation. Rather than focusing exclusively on reaching 5.0, establish a consistent process for inviting genuine feedback after visits.
A strong rating built over several years can lose persuasive value if few patients have reviewed the practice recently. RepuGen's 2026 behavioral study found that about 66% of patients consider both average rating and review recency when evaluating a provider.
A competitor collecting feedback consistently may appear more current than a practice whose latest review arrived months ago. This matters when prospective patients try to assess whether a practice still delivers the standard of care reflected in older reviews.
A repeatable review request process helps keep feedback current without relying on occasional campaigns or asking patients to leave positive reviews.
Your Google Business Profile may be accurate, but a directory may show an old phone number, an outdated suite number, or a different practice name. These discrepancies can make it harder for prospective patients to confirm the information matches the same provider.
Google says complete, accurate business information helps a profile appear in relevant searches. Review your listings for directory inconsistencies, including your practice name, address, phone number, and operating hours. You can also cross-check provider details against the NPPES NPI Registry.
Correcting these details will not guarantee an AI recommendation, but it removes avoidable inconsistencies from your online presence.
Imagine someone searching for a pediatric dentist who is good with anxious children. Reviews describing how a dentist helps nervous young patients feel comfortable offer more context than comments that simply say, “Great doctor!” That detail can help prospective patients assess whether a practice fits their needs, though it doesn't prove that review wording directly influences AI recommendations.
Google explains that its AI search features use core Search systems to identify relevant web content. However, this documentation does not confirm that detailed patient reviews directly influence AI recommendations. The practical takeaway is to encourage honest, voluntary feedback that reflects patients’ actual experiences, without scripting reviews or asking patients to include specific keywords.
A practice website may list its services but still leave important questions unanswered. Does the physician treat a particular condition? Which insurance plans does the practice accept? What should a new patient expect during the first visit?
Google explains that AI Overviews and AI Mode can use a process called query fan-out, running related searches across different subtopics. Clear provider pages, detailed service descriptions, insurance information, and plain-language FAQs can help a website answer more of those questions.
Google does not require special AI markup for these features. Regular SEO fundamentals still apply, including useful content and accessible, well-organized pages. For practical guidance, explore the content that gets doctors featured in AI search.
Google reported blocking or removing 292 million reviews in 2025 as part of its efforts to protect businesses and users on Maps. Practices with relatively few reviews may have less depth in their feedback profile if some reviews are removed. A practice that consistently collects genuine reviews has a more sustainable way to maintain its profile over time.
This is not a reason to chase review volume at any cost. Fake reviews, policy-violating incentives, and attempts to manipulate ratings can create serious risks. Understand Google's review enforcement and build a reliable process for inviting authentic feedback.
The following comparison is illustrative, not a real practice ranking.
Your rating wins, but the competitor has stronger signals in several other areas. This illustrates why a higher rating alone may not explain which practice gets recommended.
An AI tool naming a provider is only part of the decision. Prospective patients may still verify the recommendation through Google, review platforms, and the practice's own website.
In RepuGen's AI and Healthcare Search Study, 55.3% of respondents said they would trust AI to rank or summarize doctors. Accurate, relevant provider information was the top trust factor, cited by 37.8%. Respondents were also more likely to trust an AI recommendation when it showed a clear or cited source.
Your practice therefore needs to do 2 things: appear in the initial recommendation and present reliable information when someone checks it. If your listing details conflict with your website or your reviews look outdated, the recommendation may not translate into a booking.
Run a practical comparison before changing your entire marketing strategy.
1. Test the searches your patients actually make. Ask AI assistants questions that combine your specialty, city, and a concern, such as "best dermatologist in Austin for acne scars." Record which practices appear and whether the answers explain their recommendations.
2. Compare review profiles side by side. Check your rating, review count, and newest review date against the competitor. Look at how consistently each practice collects feedback.
3. Audit your business information. Compare your practice name, address, phone number, and hours across Google and major directories. Correct outdated or conflicting information.
4. Check your website against those searches. Does it clearly explain your services, providers, accepted insurance, and answers to common questions? Fill gaps with useful, accurate content rather than pages written solely to target keywords.
5. Make review collection consistent. Invite honest feedback after visits instead of relying on occasional campaigns. A repeatable process helps your review profile reflect more recent patient feedback.
RepuGen's Search Insights tracks visibility across Google and AI search, while Listings Management syncs business data across 60+ directories. For a more structured assessment, use our 10-point AI visibility audit.
Not automatically. A perfect rating can reflect excellent care, but a small number of reviews provides less evidence of a consistent pattern. RepuGen's behavioral research found that respondents often favored a provider with more reviews over one with a higher rating. Focus on authentic, recent feedback rather than chasing a perfect score.
Yes, a smaller practice can strengthen its position through current reviews, consistent business information, and useful website content. A large health system may have greater prominence, but independent practices can still improve relevance and make their information easier to verify. See how to compete with large health systems using patient reviews.
No. Buying fake reviews or using deceptive methods to manipulate ratings creates legal and platform policy risks. The FTC's Consumer Reviews and Testimonials Rule prohibits certain practices involving fake reviews and review suppression. Build your profile by consistently inviting genuine feedback.
Your rating may have earned patients' trust, but AI tools need enough relevant information to identify and recommend your practice for a particular search. Review consistency, accurate listings, and useful website content help complete that picture. Start by comparing your practice with the competitor appearing in AI answers, then use RepuGen's free Reputation Scorecard to identify gaps you can address.
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