Local AI Registry
Not claimed yetFamily practice physician · Placentia

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health, Placentia, California[Photo 1]
[Photo 2]
[Photo 3]

4.7 · 48 reviewsOpen until 4

Eligible to offer 20% cashback to customers who shop here.OrbitBack

52AI ScoreNamed in 7 of 22 answersChatGPT and Gemini, read by Local AI Registry on Oct 23, 2026. Perplexity via DataForSEO on Oct 23, 2026.

ConfirmedVisitorAI guess

Primary Care - Same day appointments, comprehensive exams, urgent care, wellness visits, nutrition & weight loss coaching.

Owned by no one, yet

Unclaimed · Never replied

Is this you? Claim it

AI checked this page at 6:34 AM todayLast activity 1 month ago, a question from summer_parent_north.

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health

Answers marked AI. Summaries of reviews and the record. Not medical advice.

Services

What Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite offers, what it costs, and what people come for.

Known for

Reviews not read yet, back on Scan Day.

The menu

  • New patientFamily practice physicianAsk
  • Family medicine prosperite healthFamily practice physicianAsk
  • GroupsFamily practice physicianAsk
No code detected[Photo 1]
No code detected[Photo 2]
No code detected[Photo 3]
No code detected[Photo 4]

Team

Who you'll see, and whether their licenses check out. We check the license before a new person shows as confirmed.

No one is named here yet. The owner can add who works here.

Today8:30 AM to 4 PM
ParkingNothing found

Busy times

Not read yet

Reputation

What reviews, press and directories say about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite.

4.7from 48 reviews on Google

Dr. Von Ins is distinguished by her thoroughness and genuine patient care, often going above and beyond to ensure optimal health outcomes. Patients describe Dr. Samantha Von Ins as a compassionate and attentive physician who takes the time to listen and thoroughly address health concerns. Many appreciate her proactive approach, such as coordinating urgent referrals and providing detailed explanations about treatment options, creating a supportive environment for their health journeys.

  • 588%
  • 40%
  • 30%
  • 20%
  • 112%
Would go back88%88% of reviews give the visit 4 or 5 stars. We assume a good visit means they'd go back.Positive 88%, 4 or 5 stars · Neutral 0%, 3 stars · Negative 12%, 1 or 2 stars
The good
  • Dr. Von Ins's compassionate care
  • Thorough examinations and explanations
  • Proactive coordination with specialists
  • Support for long-term wellness solutions
The bad
  • Front desk unresponsive or slow
  • Long waits for appointments
  • Issues with insurance network confirmation

Press and awards

Add press AI can read
In the pressNot read yet
Not covered yetNot checked yet
AwardsNot read yet
DirectoryListedMatches their site
2727 directories AI readsNot checked yetNot checked yet

No updates from Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite yet.

What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite. The code version is exactly what their crawlers get.

Local AI Registry · Family practice physicians in Placentia, CA · Editorial

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health, Placentia: a family practice physician in Placentia (2026 guide)

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Former Google Search executive and former Microsoft executive, with 20+ years in digital.

Fact-checked against 5 sources · Published August 14, 2026 · Updated October 23, 2026 · Machine-readable version below

Owner review: not yet. Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health has not checked this page. Claim to review it

In short

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health is a family practice physician in Placentia, CA. Its AI Score is 52 of 100, which is fair.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like Gemini, Perplexity and ChatGPT are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.

Key facts

FactValue
TypeFamily practice physician
Address300 Yorba Linda Blvd Ste b, Placentia, CA 92870, USA
HoursMon to Fri 8:30 AM to 4 PM · Closed Sat to Sun
Phone(714) 924-3404
Medical directorNothing found
Rating4.7 across 48 reviews on Google
Known forDr. Samantha M. Von Ins is best known for her compassionate and thorough approach to family medicine, earning her a strong reputation among patients in Placentia. Her ability to connect with patients and provide personalized care stands out.
PricesNothing found
Quietest timeNothing found
ParkingNothing found
Last verifiedOctober 23, 2026, 6:33 AM

All the details

Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.

GroupFactValueMarkEvidence
Location infoAddress300 Yorba Linda Blvd Ste b, Placentia, CA 92870, USAConfirmedGoogle Business Profile, checked Aug 14, 2026
Location infoDescriptionPrimary Care - Same day appointments, comprehensive exams, urgent care, wellness visits, nutrition & weight loss coaching.ConfirmedGoogle Business Profile, checked Aug 14, 2026
Location infoHoursMon to Fri 8:30 AM to 4:00 PM · Sat to Sun ClosedConfirmedGoogle Business Profile, checked Aug 14, 2026
Location infoNameDr. Samantha M. Von Ins, MD, Family Medicine: Prosperite HealthConfirmedGoogle Business Profile, checked Aug 14, 2026
Location infoPhone(714) 924-3404ConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursMonday8:30 AM to 4:00 PMConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursTuesday8:30 AM to 4:00 PMConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursWednesday8:30 AM to 4:00 PMConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursThursday8:30 AM to 4:00 PMConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursFriday8:30 AM to 4:00 PMConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursSaturdayClosedConfirmedGoogle Business Profile, checked Aug 14, 2026
HoursSundayClosedConfirmedGoogle Business Profile, checked Aug 14, 2026
ServicesServiceComprehensive examsAI guessNothing found
ServicesServiceFamily medicineAI guessNothing found
ServicesServiceFamily medicine prosperite healthConfirmedGoogle Business Profile, checked Sep 18, 2026
ServicesServiceGroupsConfirmedBusiness website, checked Sep 18, 2026
ServicesServiceNew patientConfirmedBusiness website, checked Sep 18, 2026
ServicesServiceNutrition coachingAI guessNothing found
ServicesServicePrimary careAI guessNothing found
ServicesServiceUrgent careAI guessNothing found
ServicesServiceWeight loss coachingAI guessNothing found
ServicesServiceWellness visitsAI guessNothing found
LinksWebsitehttp://www.prosperitehealth.com/ConfirmedGoogle Business Profile, checked Aug 14, 2026
LinksInstagramhttps://www.instagram.com/drsammymdConfirmedBusiness website, checked Oct 23, 2026
LinksTikTokhttps://www.tiktok.com/@drsammymdConfirmedBusiness website, checked Oct 23, 2026

Services and prices

These are the 3 services Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
New patientConfirmed
Family medicine prosperite healthConfirmed
GroupsConfirmed

Known for

Dr. Samantha M. Von Ins is best known for her compassionate and thorough approach to family medicine, earning her a strong reputation among patients in Placentia. Her ability to connect with patients and provide personalized care stands out.

The team

Nothing found

Visiting Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite

Address: 300 Yorba Linda Blvd Ste b, Placentia, CA 92870, USA. Phone: (714) 924-3404. Hours: Mon to Fri 8:30 AM to 4 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked August 14, 2026 at 10:12 PM.)

Location info from Google Business Profile

Business description, written by Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite on its Google Business Profile: "Primary Care - Same day appointments, comprehensive exams, urgent care, wellness visits, nutrition & weight loss coaching."

When to go

Busy times not read yet, back on Scan Day.

Parking and getting in

Nothing found

Nearby

PlaceTypeDistance
Yorba Linda-BrookhavenBus stop1 min walk
Yorba Linda-BrookhavenTransit station1 min walk
Yorba Linda-BrookhavenBus stop1 min walk
Yorba Linda-PalmBus stop3 min walk
KOHUKU SUSHIJapanese restaurant3 min walk
Saigon Noodle HouseVietnamese restaurant4 min walk

Reputation

4.7 average across 48 reviews: Google 25. (Confirmed, read August 14, 2026.)

Dr. Von Ins is distinguished by her thoroughness and genuine patient care, often going above and beyond to ensure optimal health outcomes. (AI guess, from 48 reviews.)

What people like

  • Thorough examinations and explanations
  • Proactive coordination with specialists
  • Support for long-term wellness solutions

What people do not like

  • Front desk unresponsive or slow
  • Long waits for appointments
  • Issues with insurance network confirmation

Press

No press story about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite found yet.

Awards

None named yet.

Directories

Directory listings not read yet.

Recent updates from Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite hasn't posted an update here yet.

Questions people ask

Do they post anywhere?

No answer yet

what time does Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite in Placentia actually open?

No answer yet

walk in here, or is it appointment only?

No answer yet

Finance options, anyone used them?

No answer yet

going rate for physicians locally, any idea

No answer yet

the good stuff about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite, what is it?

No answer yet

budget options in Placentia, what is decent

No answer yet

Somewhere to park near Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite?

No answer yet

same day appts, does that ever happen here

No answer yet

planning a Saturday visit, is that a wasted trip

No answer yet

does it hurt, and can you ask for numbing

No answer yet

reviews all look glowing, what are the real complaints?

No answer yet

Is Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite run by medical people?

No answer yet

best family practice physician in Placentia

No answer yet

services here, what do people go in for?

No answer yet

Worth the hype at Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite?

No answer yet

picking between the two, is Shirley Chung, M.D the safer bet?

No answer yet

What AI gets wrong about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite

We ask Gemini, Perplexity and ChatGPT about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 23, 2026. Perplexity via DataForSEO on Oct 23, 2026.

No capture has disagreed with the record yet.

The AI Score: 52 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Placentia family practice physicians run 24 to 43. Fair starts at 45, good at 65. Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite scores 52, above the Placentia average of 32. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresDr. Samantha M. Von Ins, MD, Family Medicine: Prosperite
Retrieval grounding2650Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.Fair
Off-property attestation2040Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility1432Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Named in 7 of 22 answers that recommended anyone. 13 more named nobody, which is not a loss and is not scored.
Reviews & response1291The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.Good
Backlink & citation authority850Domain authority and editorial quality of the sources that attest to you.Fair
Google Business Profile890Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile763Core Web Vitals at the 75th percentile, on a real phone.Fair
Content freshness & schema555Crawl recency, intent alignment, valid JSON-LD, canonicals.Fair

Full method: https://localairegistry.com/methodology

How AI decides what to tell you about a family practice physician

When you ask ChatGPT, Gemini or Google for a med spa, the AI does not visit each business. It reads what is already written about it: the business website, its Google Business Profile, review sites like Yelp and RealSelf, news stories, licensing boards and directories like this one. Then it repeats what those sources agree on.

That is why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it is not, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that says "the nurse did half a syringe in my lips and it looks natural" is far more useful to an AI than one that says "great place."

How to choose a family practice physician in California, with or without AI

A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.

  • Look up every injector. Doctors are listed by the California medical board, and nurses and nurse practitioners by its nursing board. Both lookups are free.
  • Ask who does the injections, and check that person's license.
  • Ask for the price per unit of Botox and per syringe of filler, not per area.
  • Read reviews that name a provider and a treatment. Vague praise is easy to fake.
  • Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.
  • Ask whether they dissolve filler and when they would tell you not to add more.

How to read the marks on this page

  • Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
  • Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
  • AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.

About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

  • Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
  • Industry: medical aesthetics, injectables, med spa operations and marketing.
  • Disclosure: Local AI Registry sells services to business owners, including Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite if it claims this page. That does not change what this page says. Every fact carries its source.

Entity map

Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.

EntityTypeID on this pageSame asRelationship to Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite
Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite HealthMedicalBusiness#businesshttp://www.prosperitehealth.com/Subject of this page
Placentia, CaliforniaCity#cityNothing foundCity Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite is in
Local AI RegistryOrganization#publisherhttps://localairegistry.comPublisher of this page
Steve LeePerson#authorhttps://localairegistry.com/teamAuthor of this page

Topical map

Where this page sits in the registry. It's one profile among the family practice physicians in Placentia, linked to the lists and towns around it.

Lists

  • Best family practice physicians in Placentia: https://localairegistry.com/leaderboards/ca/placentia/family-practice-physician
  • Best businesses in Placentia: https://localairegistry.com/leaderboards/ca/placentia

Nearby

  • /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
  • /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco
  • /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
  • /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
  • /irvine: https://localairegistry.com/leaderboards/ca/irvine
  • /fresno: https://localairegistry.com/leaderboards/ca/fresno

Every list

  • Every leaderboard in California: https://localairegistry.com/leaderboards/ca

Frequently asked questions

What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.

What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.

Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.

I own Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.

References

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJrc-vWdEx3YARx_H-ShktCpg (accessed Aug 14, 2026)
  • [2] prosperitehealth.com, https://www.prosperitehealth.com/groups (accessed Sep 18, 2026)
  • [3] prosperitehealth.com, https://www.prosperitehealth.com/new-patient (accessed Sep 18, 2026)
  • [4] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 23, 2026; Perplexity via DataForSEO on Oct 23, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)
  • [5] prosperitehealth.com, http://www.prosperitehealth.com/ (accessed Oct 23, 2026)

The code behind this page

This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.

1. HTTP response headers

Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.

HTTP/2 200
content-type: text/html; charset=utf-8
link: <https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca>; rel="canonical", <https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"

2. Head tags

Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.

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<meta name="robots" content="index, follow">
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<meta property="og:title" content="Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health · AI Score 52 of 100 · Fair">
<meta property="og:description" content="Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite is a family practice physician in Placentia, CA. It's rated 4.7 on Google from 48 reviews. Name…">
<meta property="og:url" content="https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca">
<meta property="og:site_name" content="Local AI Registry">
<meta property="og:type" content="website">
<meta name="twitter:card" content="summary_large_image">
<meta name="geo.position" content="33.8886955;-117.8593426">
<meta name="ICBM" content="33.8886955, -117.8593426">
<meta name="geo.region" content="US-CA">
<meta name="geo.placename" content="Placentia">

3. Structured data (JSON-LD)

One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.

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          "opens": "08:30",
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        "name": "Placentia"
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      "availableService": [
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        {
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        {
          "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-primary-care"
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        {
          "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-urgent-care"
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        {
          "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-wellness-visits"
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      ],
      "knowsAbout": [
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      "@type": "MedicalProcedure",
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    {
      "@type": "MedicalProcedure",
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      "@type": "MedicalProcedure",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-family-medicine-prosperite-health",
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    {
      "@type": "MedicalProcedure",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-groups",
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      "@type": "MedicalProcedure",
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    },
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      "@type": "MedicalProcedure",
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    {
      "@type": "MedicalProcedure",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-primary-care",
      "name": "Primary care"
    },
    {
      "@type": "MedicalProcedure",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-urgent-care",
      "name": "Urgent care"
    },
    {
      "@type": "MedicalProcedure",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-weight-loss-coaching",
      "name": "Weight loss coaching"
    },
    {
      "@type": "MedicalProcedure",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#service-wellness-visits",
      "name": "Wellness visits"
    },
    {
      "@type": "ImageObject",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#photo-1",
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    {
      "@type": "ImageObject",
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      "caption": "Photo 3"
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    {
      "@type": "ImageObject",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#photo-4",
      "contentUrl": "https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmstx5t3s05qoyedrrdumfgrk%2F3.jpg",
      "caption": "Photo 4"
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    {
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      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#photo-5",
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      "caption": "Photo 5"
    },
    {
      "@type": "FAQPage",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#faq",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "What is AI search optimization for local business?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it."
          }
        },
        {
          "@type": "Question",
          "name": "What is Local AI Registry?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free."
          }
        },
        {
          "@type": "Question",
          "name": "How does this page help a business get recommended by AI?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next."
          }
        },
        {
          "@type": "Question",
          "name": "Who writes the answers here?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so."
          }
        },
        {
          "@type": "Question",
          "name": "I own Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health. How do I fix something or rank higher?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work."
          }
        }
      ]
    },
    {
      "@type": "ItemList",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#locals",
      "name": "Questions people ask",
      "numberOfItems": 17,
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Do they post anywhere?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-has-dr-samantha-m-von-ins-md-family-medicine-prosperite-health"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "what time does Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite in Placentia actually open?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-are-the-operating-hours-of-prosperite-health"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "walk in here, or is it appointment only?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/does-prosperite-health-accept-reservations-for-appointments"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Finance options, anyone used them?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/does-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-do"
        },
        {
          "@type": "ListItem",
          "position": 5,
          "name": "going rate for physicians locally, any idea",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-does-a-family-practice-physician-actually-cost-in-placentia"
        },
        {
          "@type": "ListItem",
          "position": 6,
          "name": "the good stuff about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite, what is it?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-do-people-actually-like-about-dr-samantha-m-von-ins-md-family"
        },
        {
          "@type": "ListItem",
          "position": 7,
          "name": "budget options in Placentia, what is decent",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-there-anywhere-cheaper-than-dr-samantha-m-von-ins-md-family-medicine"
        },
        {
          "@type": "ListItem",
          "position": 8,
          "name": "Somewhere to park near Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-there-parking-available-at-prosperite-health"
        },
        {
          "@type": "ListItem",
          "position": 9,
          "name": "same day appts, does that ever happen here",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/does-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-ever"
        },
        {
          "@type": "ListItem",
          "position": 10,
          "name": "planning a Saturday visit, is that a wasted trip",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-open-on"
        },
        {
          "@type": "ListItem",
          "position": 11,
          "name": "does it hurt, and can you ask for numbing",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/can-i-ask-for-numbing-at-dr-samantha-m-von-ins-md-family-medicine"
        },
        {
          "@type": "ListItem",
          "position": 12,
          "name": "reviews all look glowing, what are the real complaints?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/the-reviews-look-glowing-what-are-the-real-complaints"
        },
        {
          "@type": "ListItem",
          "position": 13,
          "name": "Is Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite run by medical people?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-run-by"
        },
        {
          "@type": "ListItem",
          "position": 14,
          "name": "best family practice physician in Placentia",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/best-family-practice-physician-in-placentia"
        },
        {
          "@type": "ListItem",
          "position": 15,
          "name": "services here, what do people go in for?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-special-features-does-prosperite-health-offer"
        },
        {
          "@type": "ListItem",
          "position": 16,
          "name": "Worth the hype at Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-is-prosperite-health-known-for"
        },
        {
          "@type": "ListItem",
          "position": 17,
          "name": "picking between the two, is Shirley Chung, M.D the safer bet?",
          "url": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-or-shirley"
        }
      ]
    },
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      "@type": "BreadcrumbList",
      "@id": "https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca#breadcrumb",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Placentia, CA",
          "item": "https://localairegistry.com/leaderboards/ca/placentia"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Family practice physicians",
          "item": "https://localairegistry.com/leaderboards/ca/placentia/family-practice-physician"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health",
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        }
      ]
    }
  ]
}

4. robots.txt

Invites every major AI crawler by name. Many sites block them. We want this page read and cited.

User-Agent: *
Allow: /
Allow: /_next/static/
Allow: /_next/image
Disallow: /api/
Disallow: /_next/data/

User-Agent: GPTBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: OAI-SearchBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: ChatGPT-User
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: ClaudeBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Claude-SearchBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Claude-User
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: PerplexityBot
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Perplexity-User
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Google-Extended
Allow: /
Disallow: /api/
Disallow: /_next/data/

User-Agent: Applebot-Extended
Allow: /
Disallow: /api/
Disallow: /_next/data/

Sitemap: https://localairegistry.com/sitemap.xml

5. sitemap.xml

Lists this page with the day it last changed, the same day the page says it was updated.

<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca</loc>
    <lastmod>2026-10-23T15:36:38.441Z</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca.md</loc>
    <lastmod>2026-10-23T15:36:38.441Z</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
</urlset>

6. llms.txt

A plain index for language models: what the site is, which pages to read first, and where the markdown copies live.

# Local AI Registry

> The public record of what AI assistants say about local businesses. Every entry checked, scored, and kept current.

Local AI Registry is the editorial, never-sponsored record of what local
businesses are known for, and whether AI assistants actually recommend them.
We score every local business the same way and rank them: website, reviews,
AI visibility, and more. Eight signals, one number from 0 to 100. The heaviest
is whether AI can retrieve you at all.

## Read these first

- [Local AI Registry](https://localairegistry.com): AI assistants now decide which local business to recommend.
- [Methodology](https://localairegistry.com/methodology): Eight signals, one number from 0 to 100.
- [Leaderboards](https://localairegistry.com/leaderboards): Browse AI Score leaderboards by state, city, and category.
- [About](https://localairegistry.com/about): The honest record of who AI recommends.
- [Pricing](https://localairegistry.com/pricing): Four levels of presence, from a free registry entry to being the answer AI gives first in your market.
- [Journal](https://localairegistry.com/journal): How AI assistants decide which local businesses to recommend, and what owners can do about it.

## Business pages

- [Sitemap](https://localairegistry.com/sitemap.xml): Every business page on the registry, with the day each was last updated.
- Every business page has a markdown copy at its own address with `.md` on the end. The copy holds the same facts, marks and sources as the page, in the page's order: the photos with their captions, the team and their licenses, the reviews summary, and the questions locals asked with the replies. The page names it in its head and its HTTP `Link` header.

7. Markdown copy of this page (dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca.md)

The article as plain text: the same headings, facts, marks and sources.

# Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health, Placentia: a family practice physician in Placentia (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 5 sources. Updated 2026-10-23. Owner review: not yet.

Canonical: https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmstx5t3s05qoyedrrdumfgrk%2F0.jpg)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmstx5t3s05qoyedrrdumfgrk%2F1.jpg)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmstx5t3s05qoyedrrdumfgrk%2F2.jpg)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmstx5t3s05qoyedrrdumfgrk%2F3.jpg)
- ![Photo 5](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmstx5t3s05qoyedrrdumfgrk%2F4.jpg)


## In short

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health is a family practice physician in Placentia, CA. Its AI Score is 52 of 100, which is fair.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like Gemini, Perplexity and ChatGPT are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.


## Key facts

| Fact | Value |
| --- | --- |
| Type | Family practice physician |
| Address | 300 Yorba Linda Blvd Ste b, Placentia, CA 92870, USA |
| Hours | Mon to Fri 8:30 AM to 4 PM · Closed Sat to Sun |
| Phone | (714) 924-3404 |
| Medical director | Nothing found |
| Rating | 4.7 across 48 reviews on Google |
| Known for | Dr. Samantha M. Von Ins is best known for her compassionate and thorough approach to family medicine, earning her a strong reputation among patients in Placentia. Her ability to connect with patients and provide personalized care stands out. |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 23, 2026, 6:33 AM |


## All the details

Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.

| Group | Fact | Value | Mark | Evidence |
| --- | --- | --- | --- | --- |
| Location info | Address | 300 Yorba Linda Blvd Ste b, Placentia, CA 92870, USA | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Location info | Description | Primary Care - Same day appointments, comprehensive exams, urgent care, wellness visits, nutrition & weight loss coaching. | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Location info | Hours | Mon to Fri 8:30 AM to 4:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Location info | Name | Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Location info | Phone | (714) 924-3404 | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Monday | 8:30 AM to 4:00 PM | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Tuesday | 8:30 AM to 4:00 PM | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Wednesday | 8:30 AM to 4:00 PM | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Thursday | 8:30 AM to 4:00 PM | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Friday | 8:30 AM to 4:00 PM | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Saturday | Closed | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Hours | Sunday | Closed | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Services | Service | Comprehensive exams | AI guess | Nothing found |
| Services | Service | Family medicine | AI guess | Nothing found |
| Services | Service | Family medicine prosperite health | Confirmed | Google Business Profile, checked Sep 18, 2026 |
| Services | Service | Groups | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | New patient | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Nutrition coaching | AI guess | Nothing found |
| Services | Service | Primary care | AI guess | Nothing found |
| Services | Service | Urgent care | AI guess | Nothing found |
| Services | Service | Weight loss coaching | AI guess | Nothing found |
| Services | Service | Wellness visits | AI guess | Nothing found |
| Links | Website | http://www.prosperitehealth.com/ | Confirmed | Google Business Profile, checked Aug 14, 2026 |
| Links | Instagram | https://www.instagram.com/drsammymd | Confirmed | Business website, checked Oct 23, 2026 |
| Links | TikTok | https://www.tiktok.com/@drsammymd | Confirmed | Business website, checked Oct 23, 2026 |


## Services and prices

These are the 3 services Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| New patient |  |  |  | Confirmed |
| Family medicine prosperite health |  |  |  | Confirmed |
| Groups |  |  |  | Confirmed |


### Known for

Dr. Samantha M. Von Ins is best known for her compassionate and thorough approach to family medicine, earning her a strong reputation among patients in Placentia. Her ability to connect with patients and provide personalized care stands out.


## The team

Nothing found


## Visiting Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite

Address: 300 Yorba Linda Blvd Ste b, Placentia, CA 92870, USA. Phone: (714) 924-3404. Hours: Mon to Fri 8:30 AM to 4 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked August 14, 2026 at 10:12 PM.)


### Location info from Google Business Profile

Business description, written by Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite on its Google Business Profile: "Primary Care - Same day appointments, comprehensive exams, urgent care, wellness visits, nutrition & weight loss coaching."


### When to go

Busy times not read yet, back on Scan Day.


### Parking and getting in

Nothing found


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| Yorba Linda-Brookhaven | Bus stop | 1 min walk |
| Yorba Linda-Brookhaven | Transit station | 1 min walk |
| Yorba Linda-Brookhaven | Bus stop | 1 min walk |
| Yorba Linda-Palm | Bus stop | 3 min walk |
| KOHUKU SUSHI | Japanese restaurant | 3 min walk |
| Saigon Noodle House | Vietnamese restaurant | 4 min walk |


## Reputation

4.7 average across 48 reviews: Google 25. (Confirmed, read August 14, 2026.)

Dr. Von Ins is distinguished by her thoroughness and genuine patient care, often going above and beyond to ensure optimal health outcomes. (AI guess, from 48 reviews.)


### What people like

- Thorough examinations and explanations
- Proactive coordination with specialists
- Support for long-term wellness solutions


### What people do not like

- Front desk unresponsive or slow
- Long waits for appointments
- Issues with insurance network confirmation


### Press

No press story about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite found yet.


### Awards

None named yet.


### Directories

Directory listings not read yet.


## Recent updates from Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite

Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite hasn't posted an update here yet.


## Questions people ask


### Do they post anywhere?

No answer yet


### what time does Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite in Placentia actually open?

No answer yet


### walk in here, or is it appointment only?

No answer yet


### Finance options, anyone used them?

No answer yet


### going rate for physicians locally, any idea

No answer yet


### the good stuff about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite, what is it?

No answer yet


### budget options in Placentia, what is decent

No answer yet


### Somewhere to park near Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite?

No answer yet


### same day appts, does that ever happen here

No answer yet


### planning a Saturday visit, is that a wasted trip

No answer yet


### does it hurt, and can you ask for numbing

No answer yet


### reviews all look glowing, what are the real complaints?

No answer yet


### Is Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite run by medical people?

No answer yet


### best family practice physician in Placentia

No answer yet


### services here, what do people go in for?

No answer yet


### Worth the hype at Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite?

No answer yet


### picking between the two, is Shirley Chung, M.D the safer bet?

No answer yet


## What AI gets wrong about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite

We ask Gemini, Perplexity and ChatGPT about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 23, 2026. Perplexity via DataForSEO on Oct 23, 2026.

No capture has disagreed with the record yet.


## The AI Score: 52 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Placentia family practice physicians run 24 to 43. Fair starts at 45, good at 65. Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite scores 52, above the Placentia average of 32. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 50 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Fair |
| Off-property attestation | 20 | 40 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 32 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 7 of 22 answers that recommended anyone. 13 more named nobody, which is not a loss and is not scored. |
| Reviews & response | 12 | 91 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good |
| Backlink & citation authority | 8 | 50 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 63 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 55 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair |

Full method: https://localairegistry.com/methodology


## How AI decides what to tell you about a family practice physician

When you ask ChatGPT, Gemini or Google for a med spa, the AI does not visit each business. It reads what is already written about it: the business website, its Google Business Profile, review sites like Yelp and RealSelf, news stories, licensing boards and directories like this one. Then it repeats what those sources agree on.

That is why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it is not, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that says "the nurse did half a syringe in my lips and it looks natural" is far more useful to an AI than one that says "great place."


## How to choose a family practice physician in California, with or without AI

A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.

- Look up every injector. Doctors are listed by the California medical board, and nurses and nurse practitioners by its nursing board. Both lookups are free.
- Ask who does the injections, and check that person's license.
- Ask for the price per unit of Botox and per syringe of filler, not per area.
- Read reviews that name a provider and a treatment. Vague praise is easy to fake.
- Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.
- Ask whether they dissolve filler and when they would tell you not to add more.


## How to read the marks on this page

- Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
- Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
- AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.


## About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

- Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
- Industry: medical aesthetics, injectables, med spa operations and marketing.
- Disclosure: Local AI Registry sells services to business owners, including Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite if it claims this page. That does not change what this page says. Every fact carries its source.


## Entity map

Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.

| Entity | Type | ID on this page | Same as | Relationship to Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite |
| --- | --- | --- | --- | --- |
| Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health | MedicalBusiness | #business | http://www.prosperitehealth.com/ | Subject of this page |
| Placentia, California | City | #city | Nothing found | City Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team | Author of this page |


## Topical map

Where this page sits in the registry. It's one profile among the family practice physicians in Placentia, linked to the lists and towns around it.


### Lists

- Best family practice physicians in Placentia: https://localairegistry.com/leaderboards/ca/placentia/family-practice-physician
- Best businesses in Placentia: https://localairegistry.com/leaderboards/ca/placentia


### Nearby

- /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
- /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco
- /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
- /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
- /irvine: https://localairegistry.com/leaderboards/ca/irvine
- /fresno: https://localairegistry.com/leaderboards/ca/fresno


### Every list

- Every leaderboard in California: https://localairegistry.com/leaderboards/ca


## Frequently asked questions


### What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.


### What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.


### How does this page help a business get recommended by AI?

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.


### Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.


### I own Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite Health. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJrc-vWdEx3YARx_H-ShktCpg (accessed Aug 14, 2026)
- [2] prosperitehealth.com, https://www.prosperitehealth.com/groups (accessed Sep 18, 2026)
- [3] prosperitehealth.com, https://www.prosperitehealth.com/new-patient (accessed Sep 18, 2026)
- [4] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 23, 2026; Perplexity via DataForSEO on Oct 23, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)
- [5] prosperitehealth.com, http://www.prosperitehealth.com/ (accessed Oct 23, 2026)

For developers: what makes this page machine-readable

  • One source of truth. The page, the HTML, the JSON-LD and the markdown copy are generated from the same record, so they cannot disagree.
  • People are linked to their credentials, and credentials to the board that issued them (recognizedBy).
  • Answers come first. The page opens with a one-paragraph summary and a key facts table, marked speakable.
  • Wrong AI answers are published as ClaimReview, so engines can see the correction and its source.
  • The FAQ holds the questions this page answers. The questions locals asked are listed as an ItemList, each pointing at its own page, where its replies are the QAPage.
  • robots.txt names the AI crawlers and allows them.
  • A markdown copy sits at the same address with .md, linked from the HTTP headers, the head and llms.txt.
  • No text is hidden from people that crawlers can see. What machines read is what you read.

Checklist

  • Done: Title tag and meta description
  • Done: Canonical URL and breadcrumbs
  • Done: Expert byline, Steve Lee
  • Done: Entity map with sameAs links
  • Done: robots.txt welcomes AI crawlers
  • Done: Key facts answer block
  • Done: 5 cited sources
  • Done: Updated date on the page
  • Missing: Schema: business, team, services
  • Done: Schema: FAQ and article
  • Missing: Corrections to what AI gets wrong
  • Done: Details table, every fact sourced
  • Done: Open Graph and social cards
  • Done: llms.txt and markdown copy
  • Done: Sitemap with lastmod
  • Missing: Owner review of this page
  • Missing: Owner-confirmed prices

Copy this code

Every file above is free to copy for your own business page. Keep the attribution links to Local AI Registry (https://localairegistry.com) in place: they tell AI engines where the method comes from, and they help us keep this free.

  • Method: https://localairegistry.com/methodology
  • Claim a page: https://localairegistry.com/claim/cmstx5t3s05qoyedrrdumfgrk

References, including locals

Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.

  1. Do they post anywhere? Question by summer_parent_north, Sep 14, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-has-dr-samantha-m-von-ins-md-family-medicine-prosperite-health
  2. what time does Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite in Placentia actually open? Question by birthday_shopper_west, Sep 13, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-are-the-operating-hours-of-prosperite-health
  3. walk in here, or is it appointment only? Question by reunion_commuter_south, Sep 9, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/does-prosperite-health-accept-reservations-for-appointments
  4. Finance options, anyone used them? Question by autumn_runner_uptown, Sep 8, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/does-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-do
  5. going rate for physicians locally, any idea Question by browsing_on_yorba, Sep 7, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-does-a-family-practice-physician-actually-cost-in-placentia
  6. the good stuff about Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite, what is it? Question by no_rush_on_linda, Sep 4, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-do-people-actually-like-about-dr-samantha-m-von-ins-md-family
  7. budget options in Placentia, what is decent Question by winter_reader_west, Sep 2, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-there-anywhere-cheaper-than-dr-samantha-m-von-ins-md-family-medicine
  8. Somewhere to park near Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite? Question by reunion_lurker_east, Aug 31, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-there-parking-available-at-prosperite-health
  9. same day appts, does that ever happen here Question by window_shopping_on_yorba, Aug 28, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/does-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-ever
  10. planning a Saturday visit, is that a wasted trip Question by winter_walker_north_92870, Aug 26, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-open-on
  11. does it hurt, and can you ask for numbing Question by may_local_north, Aug 20, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/can-i-ask-for-numbing-at-dr-samantha-m-von-ins-md-family-medicine
  12. reviews all look glowing, what are the real complaints? Question by june_runner_north, Aug 18, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/the-reviews-look-glowing-what-are-the-real-complaints
  13. Is Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite run by medical people? Question by birthday_parent_downtown, Aug 14, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/is-dr-samantha-m-von-ins-md-family-medicine-prosperite-health-run-by
  14. best family practice physician in Placentia Question by linda_van, Aug 7, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/best-family-practice-physician-in-placentia
  15. services here, what do people go in for? Question by saving_up_on_yorba, Aug 6, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-special-features-does-prosperite-health-offer
  16. Worth the hype at Dr. Samantha M. Von Ins, MD, Family Medicine: Prosperite? Question by birthday_regular_downtown, Aug 3, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/what-is-prosperite-health-known-for
  17. picking between the two, is Shirley Chung, M.D the safer bet? Question by spring_sitter_uptown, Jul 24, 2026. localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca/q/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-or-shirley
Use this page freely

Copy the code, the facts or the reviews. Keep the reference links so readers can check the source. Businesses can post a line like this on their own site:

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<a href="https://localairegistry.com/biz/ca/placentia/dr-samantha-m-von-ins-md-family-medicine-prosperite-health-placentia-ca">Local AI Registry</a>.</p>

Or a blog post: “Learn about our patients' experiences, verified by neighbors, on our Local AI Registry page.”

References

Change history
ConfirmedVisitor submittedAI guess

This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.

  1. [1]VisitName, address, phone, hours and 3 other detailsGoogle Business Profile.Primary source · Accessed Aug 14, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJrc-vWdEx3YARx_H-ShktCpg · No archived copy yet
  2. [2]ServicesGroupsprosperitehealth.com.Primary source · Accessed Sep 18, 2026 · https://www.prosperitehealth.com/groups · No archived copy yet
  3. [3]ServicesNew patientprosperitehealth.com.Primary source · Accessed Sep 18, 2026 · https://www.prosperitehealth.com/new-patient · No archived copy yet
  4. [4]Services7 servicesAI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 23, 2026; Perplexity via DataForSEO on Oct 23, 2026.AI engine output · Accessed Sep 18, 2026 · https://localairegistry.com/methodology · No archived copy yet
  5. [5]VisitInstagram and tikTokprosperitehealth.com.Primary source · Accessed Oct 23, 2026 · http://www.prosperitehealth.com/ · Archived copy