Parul Kumar, M.D.

Local AI Registry · Internists in Sunnyvale, CA · Editorial

Parul Kumar, M.D., Sunnyvale: an internist in Sunnyvale (2026 guide)

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 32 sources · Published August 16, 2026 · Updated October 23, 2026 · Machine-readable version below

Owner review: not yet. Parul Kumar, M.D. has not checked this page. Claim to review it

In short

Parul Kumar, M.D. is an internist in Sunnyvale, CA. Its AI Score is 38 of 100, which is poor.

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, ChatGPT and Perplexity are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.

Key facts

Fact	Value
Type	Internist
Address	301 Old San Francisco Rd Level 2, Sunnyvale, CA 94086, USA
Hours	Mon to Fri 8 AM to 5 PM · Closed Sat to Sun
Phone	(408) 730-4360
Owner	Nothing found
Rating	4.9 across 81 reviews
Known for	Nothing found
Prices	Nothing found
Quietest time	Nothing found
Parking	Nothing found
Last verified	October 21, 2026, 11:19 PM

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	301 Old San Francisco Rd Level 2, Sunnyvale, CA 94086, USA	Confirmed	Google Business Profile, checked Aug 16, 2026
Location info	Description	This provider is part of Sutter Health, dedicated to creating a more personalized healthcare experience.	Confirmed	Google Business Profile, checked Aug 16, 2026
Location info	Hours	Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed	Confirmed	Google Business Profile, checked Aug 16, 2026
Location info	Name	Parul Kumar, M.D.	Confirmed	Google Business Profile, checked Aug 16, 2026
Location info	Phone	(408) 730-4360	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Monday	8:00 AM to 5:00 PM	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Tuesday	8:00 AM to 5:00 PM	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Wednesday	8:00 AM to 5:00 PM	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Thursday	8:00 AM to 5:00 PM	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Friday	8:00 AM to 5:00 PM	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Saturday	Closed	Confirmed	Google Business Profile, checked Aug 16, 2026
Hours	Sunday	Closed	Confirmed	Google Business Profile, checked Aug 16, 2026
Services	Service	Acute inpatient rehabilitation	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Adult congenital heart disease	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Amyotrophic lateral sclerosis als	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Anesthesia	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Animal assisted therapy	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Audiology	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Autism	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Back spine surgery	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Bariatric surgery	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Behavioral health	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Behavioral health outpatient	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Blood stem cell transplant	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Brain injury rehabilitation	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Breast cancer	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Breast health	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Breast imaging	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Breast reshaping	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cancer case conference	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cancer pain management	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cancer patient navigators	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cancer rehabilitation	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cardiac rehabilitation	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cardiovascular imaging diagnostic	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Cardiovascular surgery	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Child adolescent behavioral health	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Child life program	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Chronic kidney disease	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Colonoscopy	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Colorectal cancer	Confirmed	Business website, checked Sep 18, 2026
Services	Service	Pediatric grief support	Confirmed	Business website, checked Sep 18, 2026
Links	Facebook	https://www.facebook.com/sutterhealth	Confirmed	Business website, checked Oct 21, 2026
Links	Instagram	https://www.instagram.com/sutterhealth	Confirmed	Business website, checked Oct 21, 2026
Links	Website	https://www.sutterhealth.org/find-provider/dr-parul-kumar-1046241448	Confirmed	Google Business Profile, checked Aug 16, 2026

Services and prices

These are the 30 services Parul Kumar, M.D offers, with the price where we have one and where it came from.

Service	Price	Price mark	Price evidence	Service mark
Bariatric surgery				Confirmed
Cancer pain management				Confirmed
Cancer patient navigators				Confirmed
Cancer rehabilitation				Confirmed
Cardiac rehabilitation				Confirmed
Cardiovascular imaging diagnostic				Confirmed
Cardiovascular surgery				Confirmed
Child adolescent behavioral health				Confirmed
Child life program				Confirmed
Chronic kidney disease				Confirmed
Colonoscopy				Confirmed
Blood stem cell transplant				Confirmed
Brain injury rehabilitation				Confirmed
Behavioral health				Confirmed
Behavioral health outpatient				Confirmed
Cancer case conference				Confirmed
Breast reshaping				Confirmed
Pediatric grief support				Confirmed
Adult congenital heart disease				Confirmed
Amyotrophic lateral sclerosis als				Confirmed
Anesthesia				Confirmed
Animal assisted therapy				Confirmed
Audiology				Confirmed
Autism				Confirmed
Back spine surgery				Confirmed
Breast cancer				Confirmed
Breast health				Confirmed
Breast imaging				Confirmed
Colorectal cancer				Confirmed
Acute inpatient rehabilitation				Confirmed

Known for

Reviews not read yet, back on Scan Day.

The team

Nothing found

Visiting Parul Kumar, M.D

Address: 301 Old San Francisco Rd Level 2, Sunnyvale, CA 94086, USA. Phone: (408) 730-4360. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked August 16, 2026 at 8:21 PM.)

Location info from Google Business Profile

Business description, written by Parul Kumar, M.D on its Google Business Profile: "This provider is part of Sutter Health, dedicated to creating a more personalized healthcare experience."

When to go

Busy times not read yet, back on Scan Day.

Parking and getting in

Nothing found

Nearby

Place	Type	Distance
PAMF Staff Parking	Parking garage	2 min walk
El Camino & Sunnyvale	Bus station	3 min walk
El Camino & Sunnyvale-Saratoga	Bus stop	3 min walk
Dumpling Depot 水饺家园	Dumpling restaurant	4 min walk
Sourdough Bread Company	Sandwich shop	4 min walk
Dave's Hot Chicken	Chicken restaurant	4 min walk

Reputation

4.9 average across 81 reviews.

What people like

Nothing found

What people do not like

Nothing found

Press

No press story about Parul Kumar, M.D found yet.

Awards

None named yet.

Directories

Listed on 0 of the 15 directories we checked.

Directory	Listed
Alignable	Not listed
Angi	Not listed
BBB	Not listed
Birdeye	Not listed
Brownbook	Not listed
Chamber of Commerce	Not listed
Cylex	Not listed
DexKnows	Not listed
Facebook	Not listed
MerchantCircle	Not listed
Thumbtack	Not listed
Trustpilot	Not listed
Tupalo	Not listed
Yellow Pages	Not listed
Yelp	Not listed

Recent updates from Parul Kumar, M.D

Parul Kumar, M.D hasn't posted an update here yet.

Questions people ask

best internist in Sunnyvale

No answer yet

parking at Parul Kumar, M.D, where does everyone put the car?

No answer yet

do they shut Saturdays

No answer yet

where exactly is Parul Kumar, M.D?

No answer yet

discounts for coming back, is that a thing

No answer yet

are prices in Sunnyvale higher than everywhere else

No answer yet

Parul Kumar, M.D or Teresa Cheng , M.D?

No answer yet

anywhere on Old San to sit while I wait

No answer yet

opening hours at Parul Kumar, M.D in Sunnyvale, what are they these days?

No answer yet

Booking here, how does it work?

No answer yet

somewhere cheaper in Sunnyvale that is not a risk?

No answer yet

walk ins, or is it booked solid

No answer yet

anyone tell me what a first visit here involves

No answer yet

last update from here was when?

No answer yet

what does this place actually get right?

No answer yet

What AI gets wrong about Parul Kumar, M.D

We ask Gemini, ChatGPT and Perplexity about Parul Kumar, M.D. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026. Perplexity via DataForSEO on Oct 21, 2026.

No capture has disagreed with the record yet.

The AI Score: 38 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Sunnyvale internists run 38 to 49. Fair starts at 45, good at 65. Parul Kumar, M.D scores 38, below the Sunnyvale average of 43. The same method scores every business on the registry.

Signal	Weight	Score	What it measures	Parul Kumar, M.D
Retrieval grounding	26	35	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.	Poor
Off-property attestation	20	42	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	0	Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.	Named in 0 of 25 answers that recommended anyone. 16 more named nobody, which is not a loss and is not scored.
Reviews & response	12	56	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.	Fair
Backlink & citation authority	8	68	Domain authority and editorial quality of the sources that attest to you.	Good
Google Business Profile	8	79	Required and recommended fields; update cadence. The listing AI pulls from first.	Good
Speed & mobile	7	51	Core Web Vitals at the 75th percentile, on a real phone.	Fair
Content freshness & schema	5	81	Crawl recency, intent alignment, valid JSON-LD, canonicals.	Good

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

How AI decides what to tell you about an internist

When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on.

That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, 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 names who helped and what they did tells an AI far more than one that says "great place."

How to choose an internist in California, with or without AI

A few checks take ten minutes and tell you more than any rating.

Check that the hours and phone number match on Google, Yelp and the business's own website. Mismatches are how people end up at a locked door.
Read reviews that name a person and what they did. Vague praise is easy to fake.
Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today.
Ask for the price before you go, and ask what it includes.
Where the work needs a license, ask whose license it is and look it up with California.

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 Parul Kumar, M.D 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 Parul Kumar, M.D
Parul Kumar, M.D.	LocalBusiness	#business	https://www.sutterhealth.org/find-provider/dr-parul-kumar-1046241448	Subject of this page
Sunnyvale, California	City	#city	Nothing found	City Parul Kumar, M.D 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 internists in Sunnyvale, linked to the lists and towns around it.

Lists

Best internists in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale/internist
Best businesses in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale

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 Parul Kumar, M.D.. 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:ChIJ6zX2UBPKj4ARvpogDk5YlNs (accessed Aug 16, 2026)
[2] sutterhealth.org, https://www.sutterhealth.org/services/acute-inpatient-rehabilitation (accessed Sep 18, 2026)
[3] sutterhealth.org, https://www.sutterhealth.org/services/adult-congenital-heart-disease (accessed Sep 18, 2026)
[4] sutterhealth.org, https://www.sutterhealth.org/services/amyotrophic-lateral-sclerosis-als (accessed Sep 18, 2026)
[5] sutterhealth.org, https://www.sutterhealth.org/services/anesthesia (accessed Sep 18, 2026)
[6] sutterhealth.org, https://www.sutterhealth.org/services/animal-assisted-therapy (accessed Sep 18, 2026)
[7] sutterhealth.org, https://www.sutterhealth.org/services/audiology (accessed Sep 18, 2026)
[8] sutterhealth.org, https://www.sutterhealth.org/services/autism (accessed Sep 18, 2026)
[9] sutterhealth.org, https://www.sutterhealth.org/services/back-spine-surgery (accessed Sep 18, 2026)
[10] sutterhealth.org, https://www.sutterhealth.org/services/bariatric-surgery (accessed Sep 18, 2026)
[11] sutterhealth.org, https://www.sutterhealth.org/services/behavioral-health-care (accessed Sep 18, 2026)
[12] sutterhealth.org, https://www.sutterhealth.org/services/behavioral-health-outpatient (accessed Sep 18, 2026)
[13] sutterhealth.org, https://www.sutterhealth.org/services/blood-stem-cell-transplant (accessed Sep 18, 2026)
[14] sutterhealth.org, https://www.sutterhealth.org/services/brain-injury-rehabilitation (accessed Sep 18, 2026)
[15] sutterhealth.org, https://www.sutterhealth.org/services/breast-cancer (accessed Sep 18, 2026)
[16] sutterhealth.org, https://www.sutterhealth.org/services/breast-health (accessed Sep 18, 2026)
[17] sutterhealth.org, https://www.sutterhealth.org/services/breast-imaging (accessed Sep 18, 2026)
[18] sutterhealth.org, https://www.sutterhealth.org/services/breast-reshaping (accessed Sep 18, 2026)
[19] sutterhealth.org, https://www.sutterhealth.org/services/cancer-case-conference (accessed Sep 18, 2026)
[20] sutterhealth.org, https://www.sutterhealth.org/services/cancer-pain-management (accessed Sep 18, 2026)
[21] sutterhealth.org, https://www.sutterhealth.org/services/cancer-patient-navigators (accessed Sep 18, 2026)
[22] sutterhealth.org, https://www.sutterhealth.org/services/cancer-rehabilitation (accessed Sep 18, 2026)
[23] sutterhealth.org, https://www.sutterhealth.org/services/cardiac-rehabilitation (accessed Sep 18, 2026)
[24] sutterhealth.org, https://www.sutterhealth.org/services/cardiovascular-imaging-diagnostic (accessed Sep 18, 2026)
[25] sutterhealth.org, https://www.sutterhealth.org/services/cardiovascular-surgery (accessed Sep 18, 2026)
[26] sutterhealth.org, https://www.sutterhealth.org/services/child-adolescent-behavioral-health (accessed Sep 18, 2026)
[27] sutterhealth.org, https://www.sutterhealth.org/services/child-life-program (accessed Sep 18, 2026)
[28] sutterhealth.org, https://www.sutterhealth.org/services/chronic-kidney-disease (accessed Sep 18, 2026)
[29] sutterhealth.org, https://www.sutterhealth.org/services/colonoscopy (accessed Sep 18, 2026)
[30] sutterhealth.org, https://www.sutterhealth.org/services/colorectal-cancer (accessed Sep 18, 2026)
[31] sutterhealth.org, https://www.sutterhealth.org/services/pediatric-grief-support (accessed Sep 18, 2026)
[32] sutterhealth.org, https://www.sutterhealth.org/find-provider/dr-parul-kumar-1046241448 (accessed Oct 21, 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
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2. Head tags

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

<meta charset="utf-8">
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<meta name="ICBM" content="37.3684804, -122.0296415">
<meta name="geo.region" content="US-CA">
<meta name="geo.placename" content="Sunnyvale">

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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          "name": "What is AI search optimization for local business?",
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          }
        },
        {
          "@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": {
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          }
        },
        {
          "@type": "Question",
          "name": "I own Parul Kumar, M.D.. How do I fix something or rank higher?",
          "acceptedAnswer": {
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            "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."
          }
        }
      ]
    },
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      "numberOfItems": 15,
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        },
        {
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          "position": 2,
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          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/is-there-parking-available-at-parul-kumar-m-d"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "do they shut Saturdays",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/is-parul-kumar-m-d-open-on-saturdays"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "where exactly is Parul Kumar, M.D?",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-is-the-address-of-parul-kumar-m-d"
        },
        {
          "@type": "ListItem",
          "position": 5,
          "name": "discounts for coming back, is that a thing",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/does-parul-kumar-m-d-take-rewards-points-or-membership-pricing"
        },
        {
          "@type": "ListItem",
          "position": 6,
          "name": "are prices in Sunnyvale higher than everywhere else",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-does-an-internist-actually-cost-in-sunnyvale"
        },
        {
          "@type": "ListItem",
          "position": 7,
          "name": "Parul Kumar, M.D or Teresa Cheng , M.D?",
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        },
        {
          "@type": "ListItem",
          "position": 8,
          "name": "anywhere on Old San to sit while I wait",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-is-around-parul-kumar-m-d-on-old-san"
        },
        {
          "@type": "ListItem",
          "position": 9,
          "name": "opening hours at Parul Kumar, M.D in Sunnyvale, what are they these days?",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-are-the-office-hours-for-parul-kumar-m-d"
        },
        {
          "@type": "ListItem",
          "position": 10,
          "name": "Booking here, how does it work?",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/does-parul-kumar-m-d-accept-reservations"
        },
        {
          "@type": "ListItem",
          "position": 11,
          "name": "somewhere cheaper in Sunnyvale that is not a risk?",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/is-there-anywhere-cheaper-than-parul-kumar-m-d-in-sunnyvale-that-is"
        },
        {
          "@type": "ListItem",
          "position": 12,
          "name": "walk ins, or is it booked solid",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/does-parul-kumar-m-d-ever-have-last-minute-openings"
        },
        {
          "@type": "ListItem",
          "position": 13,
          "name": "anyone tell me what a first visit here involves",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-should-i-know-before-a-first-visit-at-parul-kumar-m-d"
        },
        {
          "@type": "ListItem",
          "position": 14,
          "name": "last update from here was when?",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-has-parul-kumar-m-d-been-posting-lately"
        },
        {
          "@type": "ListItem",
          "position": 15,
          "name": "what does this place actually get right?",
          "url": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-is-parul-kumar-m-d-known-for"
        }
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    },
    {
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      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Sunnyvale, CA",
          "item": "https://localairegistry.com/leaderboards/ca/sunnyvale"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Internists",
          "item": "https://localairegistry.com/leaderboards/ca/sunnyvale/internist"
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          "position": 3,
          "name": "Parul Kumar, M.D.",
          "item": "https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca"
        }
      ]
    }
  ]
}

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/
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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>
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    <lastmod>2026-10-23T18:03:54.298Z</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
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    <lastmod>2026-10-23T18:03:54.298Z</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 (parul-kumar-m-d-sunnyvale-ca.md)

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

# Parul Kumar, M.D., Sunnyvale: an internist in Sunnyvale (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 32 sources. Updated 2026-10-23. Owner review: not yet.

Canonical: https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmswo38uk04wqye99h72qs26p%2F0.jpg)


## In short

Parul Kumar, M.D. is an internist in Sunnyvale, CA. Its AI Score is 38 of 100, which is poor.

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, ChatGPT and Perplexity are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.


## Key facts

| Fact | Value |
| --- | --- |
| Type | Internist |
| Address | 301 Old San Francisco Rd Level 2, Sunnyvale, CA 94086, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (408) 730-4360 |
| Owner | Nothing found |
| Rating | 4.9 across 81 reviews |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 21, 2026, 11:19 PM |


## 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 | 301 Old San Francisco Rd Level 2, Sunnyvale, CA 94086, USA | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Location info | Description | This provider is part of Sutter Health, dedicated to creating a more personalized healthcare experience. | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Location info | Name | Parul Kumar, M.D. | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Location info | Phone | (408) 730-4360 | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Saturday | Closed | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Hours | Sunday | Closed | Confirmed | Google Business Profile, checked Aug 16, 2026 |
| Services | Service | Acute inpatient rehabilitation | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Adult congenital heart disease | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Amyotrophic lateral sclerosis als | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Anesthesia | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Animal assisted therapy | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Audiology | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Autism | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Back spine surgery | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Bariatric surgery | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Behavioral health | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Behavioral health outpatient | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Blood stem cell transplant | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Brain injury rehabilitation | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Breast cancer | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Breast health | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Breast imaging | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Breast reshaping | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cancer case conference | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cancer pain management | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cancer patient navigators | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cancer rehabilitation | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cardiac rehabilitation | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cardiovascular imaging diagnostic | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Cardiovascular surgery | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Child adolescent behavioral health | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Child life program | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Chronic kidney disease | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Colonoscopy | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Colorectal cancer | Confirmed | Business website, checked Sep 18, 2026 |
| Services | Service | Pediatric grief support | Confirmed | Business website, checked Sep 18, 2026 |
| Links | Facebook | https://www.facebook.com/sutterhealth | Confirmed | Business website, checked Oct 21, 2026 |
| Links | Instagram | https://www.instagram.com/sutterhealth | Confirmed | Business website, checked Oct 21, 2026 |
| Links | Website | https://www.sutterhealth.org/find-provider/dr-parul-kumar-1046241448 | Confirmed | Google Business Profile, checked Aug 16, 2026 |


## Services and prices

These are the 30 services Parul Kumar, M.D offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Bariatric surgery |  |  |  | Confirmed |
| Cancer pain management |  |  |  | Confirmed |
| Cancer patient navigators |  |  |  | Confirmed |
| Cancer rehabilitation |  |  |  | Confirmed |
| Cardiac rehabilitation |  |  |  | Confirmed |
| Cardiovascular imaging diagnostic |  |  |  | Confirmed |
| Cardiovascular surgery |  |  |  | Confirmed |
| Child adolescent behavioral health |  |  |  | Confirmed |
| Child life program |  |  |  | Confirmed |
| Chronic kidney disease |  |  |  | Confirmed |
| Colonoscopy |  |  |  | Confirmed |
| Blood stem cell transplant |  |  |  | Confirmed |
| Brain injury rehabilitation |  |  |  | Confirmed |
| Behavioral health |  |  |  | Confirmed |
| Behavioral health outpatient |  |  |  | Confirmed |
| Cancer case conference |  |  |  | Confirmed |
| Breast reshaping |  |  |  | Confirmed |
| Pediatric grief support |  |  |  | Confirmed |
| Adult congenital heart disease |  |  |  | Confirmed |
| Amyotrophic lateral sclerosis als |  |  |  | Confirmed |
| Anesthesia |  |  |  | Confirmed |
| Animal assisted therapy |  |  |  | Confirmed |
| Audiology |  |  |  | Confirmed |
| Autism |  |  |  | Confirmed |
| Back spine surgery |  |  |  | Confirmed |
| Breast cancer |  |  |  | Confirmed |
| Breast health |  |  |  | Confirmed |
| Breast imaging |  |  |  | Confirmed |
| Colorectal cancer |  |  |  | Confirmed |
| Acute inpatient rehabilitation |  |  |  | Confirmed |


### Known for

Reviews not read yet, back on Scan Day.


## The team

Nothing found


## Visiting Parul Kumar, M.D

Address: 301 Old San Francisco Rd Level 2, Sunnyvale, CA 94086, USA. Phone: (408) 730-4360. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked August 16, 2026 at 8:21 PM.)


### Location info from Google Business Profile

Business description, written by Parul Kumar, M.D on its Google Business Profile: "This provider is part of Sutter Health, dedicated to creating a more personalized healthcare experience."


### When to go

Busy times not read yet, back on Scan Day.


### Parking and getting in

Nothing found


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| PAMF Staff Parking | Parking garage | 2 min walk |
| El Camino & Sunnyvale | Bus station | 3 min walk |
| El Camino & Sunnyvale-Saratoga | Bus stop | 3 min walk |
| Dumpling Depot 水饺家园 | Dumpling restaurant | 4 min walk |
| Sourdough Bread Company | Sandwich shop | 4 min walk |
| Dave's Hot Chicken | Chicken restaurant | 4 min walk |


## Reputation

4.9 average across 81 reviews.


### What people like

Nothing found


### What people do not like

Nothing found


### Press

No press story about Parul Kumar, M.D found yet.


### Awards

None named yet.


### Directories

Listed on 0 of the 15 directories we checked.

| Directory | Listed |
| --- | --- |
| Alignable | Not listed |
| Angi | Not listed |
| BBB | Not listed |
| Birdeye | Not listed |
| Brownbook | Not listed |
| Chamber of Commerce | Not listed |
| Cylex | Not listed |
| DexKnows | Not listed |
| Facebook | Not listed |
| MerchantCircle | Not listed |
| Thumbtack | Not listed |
| Trustpilot | Not listed |
| Tupalo | Not listed |
| Yellow Pages | Not listed |
| Yelp | Not listed |


## Recent updates from Parul Kumar, M.D

Parul Kumar, M.D hasn't posted an update here yet.


## Questions people ask


### best internist in Sunnyvale

No answer yet


### parking at Parul Kumar, M.D, where does everyone put the car?

No answer yet


### do they shut Saturdays

No answer yet


### where exactly is Parul Kumar, M.D?

No answer yet


### discounts for coming back, is that a thing

No answer yet


### are prices in Sunnyvale higher than everywhere else

No answer yet


### Parul Kumar, M.D or Teresa Cheng , M.D?

No answer yet


### anywhere on Old San to sit while I wait

No answer yet


### opening hours at Parul Kumar, M.D in Sunnyvale, what are they these days?

No answer yet


### Booking here, how does it work?

No answer yet


### somewhere cheaper in Sunnyvale that is not a risk?

No answer yet


### walk ins, or is it booked solid

No answer yet


### anyone tell me what a first visit here involves

No answer yet


### last update from here was when?

No answer yet


### what does this place actually get right?

No answer yet


## What AI gets wrong about Parul Kumar, M.D

We ask Gemini, ChatGPT and Perplexity about Parul Kumar, M.D. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026. Perplexity via DataForSEO on Oct 21, 2026.

No capture has disagreed with the record yet.


## The AI Score: 38 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Sunnyvale internists run 38 to 49. Fair starts at 45, good at 65. Parul Kumar, M.D scores 38, below the Sunnyvale average of 43. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Parul Kumar, M.D |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 35 | 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. | Poor |
| Off-property attestation | 20 | 42 | 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 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 0 of 25 answers that recommended anyone. 16 more named nobody, which is not a loss and is not scored. |
| Reviews & response | 12 | 56 | 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. | Fair |
| Backlink & citation authority | 8 | 68 | Domain authority and editorial quality of the sources that attest to you. | Good |
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 51 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 81 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |

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


## How AI decides what to tell you about an internist

When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on.

That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, 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 names who helped and what they did tells an AI far more than one that says "great place."


## How to choose an internist in California, with or without AI

A few checks take ten minutes and tell you more than any rating.

- Check that the hours and phone number match on Google, Yelp and the business's own website. Mismatches are how people end up at a locked door.
- Read reviews that name a person and what they did. Vague praise is easy to fake.
- Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today.
- Ask for the price before you go, and ask what it includes.
- Where the work needs a license, ask whose license it is and look it up with California.


## 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 Parul Kumar, M.D 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 Parul Kumar, M.D |
| --- | --- | --- | --- | --- |
| Parul Kumar, M.D. | LocalBusiness | #business | https://www.sutterhealth.org/find-provider/dr-parul-kumar-1046241448 | Subject of this page |
| Sunnyvale, California | City | #city | Nothing found | City Parul Kumar, M.D 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 internists in Sunnyvale, linked to the lists and towns around it.


### Lists

- Best internists in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale/internist
- Best businesses in Sunnyvale: https://localairegistry.com/leaderboards/ca/sunnyvale


### 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 Parul Kumar, M.D.. 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:ChIJ6zX2UBPKj4ARvpogDk5YlNs (accessed Aug 16, 2026)
- [2] sutterhealth.org, https://www.sutterhealth.org/services/acute-inpatient-rehabilitation (accessed Sep 18, 2026)
- [3] sutterhealth.org, https://www.sutterhealth.org/services/adult-congenital-heart-disease (accessed Sep 18, 2026)
- [4] sutterhealth.org, https://www.sutterhealth.org/services/amyotrophic-lateral-sclerosis-als (accessed Sep 18, 2026)
- [5] sutterhealth.org, https://www.sutterhealth.org/services/anesthesia (accessed Sep 18, 2026)
- [6] sutterhealth.org, https://www.sutterhealth.org/services/animal-assisted-therapy (accessed Sep 18, 2026)
- [7] sutterhealth.org, https://www.sutterhealth.org/services/audiology (accessed Sep 18, 2026)
- [8] sutterhealth.org, https://www.sutterhealth.org/services/autism (accessed Sep 18, 2026)
- [9] sutterhealth.org, https://www.sutterhealth.org/services/back-spine-surgery (accessed Sep 18, 2026)
- [10] sutterhealth.org, https://www.sutterhealth.org/services/bariatric-surgery (accessed Sep 18, 2026)
- [11] sutterhealth.org, https://www.sutterhealth.org/services/behavioral-health-care (accessed Sep 18, 2026)
- [12] sutterhealth.org, https://www.sutterhealth.org/services/behavioral-health-outpatient (accessed Sep 18, 2026)
- [13] sutterhealth.org, https://www.sutterhealth.org/services/blood-stem-cell-transplant (accessed Sep 18, 2026)
- [14] sutterhealth.org, https://www.sutterhealth.org/services/brain-injury-rehabilitation (accessed Sep 18, 2026)
- [15] sutterhealth.org, https://www.sutterhealth.org/services/breast-cancer (accessed Sep 18, 2026)
- [16] sutterhealth.org, https://www.sutterhealth.org/services/breast-health (accessed Sep 18, 2026)
- [17] sutterhealth.org, https://www.sutterhealth.org/services/breast-imaging (accessed Sep 18, 2026)
- [18] sutterhealth.org, https://www.sutterhealth.org/services/breast-reshaping (accessed Sep 18, 2026)
- [19] sutterhealth.org, https://www.sutterhealth.org/services/cancer-case-conference (accessed Sep 18, 2026)
- [20] sutterhealth.org, https://www.sutterhealth.org/services/cancer-pain-management (accessed Sep 18, 2026)
- [21] sutterhealth.org, https://www.sutterhealth.org/services/cancer-patient-navigators (accessed Sep 18, 2026)
- [22] sutterhealth.org, https://www.sutterhealth.org/services/cancer-rehabilitation (accessed Sep 18, 2026)
- [23] sutterhealth.org, https://www.sutterhealth.org/services/cardiac-rehabilitation (accessed Sep 18, 2026)
- [24] sutterhealth.org, https://www.sutterhealth.org/services/cardiovascular-imaging-diagnostic (accessed Sep 18, 2026)
- [25] sutterhealth.org, https://www.sutterhealth.org/services/cardiovascular-surgery (accessed Sep 18, 2026)
- [26] sutterhealth.org, https://www.sutterhealth.org/services/child-adolescent-behavioral-health (accessed Sep 18, 2026)
- [27] sutterhealth.org, https://www.sutterhealth.org/services/child-life-program (accessed Sep 18, 2026)
- [28] sutterhealth.org, https://www.sutterhealth.org/services/chronic-kidney-disease (accessed Sep 18, 2026)
- [29] sutterhealth.org, https://www.sutterhealth.org/services/colonoscopy (accessed Sep 18, 2026)
- [30] sutterhealth.org, https://www.sutterhealth.org/services/colorectal-cancer (accessed Sep 18, 2026)
- [31] sutterhealth.org, https://www.sutterhealth.org/services/pediatric-grief-support (accessed Sep 18, 2026)
- [32] sutterhealth.org, https://www.sutterhealth.org/find-provider/dr-parul-kumar-1046241448 (accessed Oct 21, 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: 32 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/cmswo38uk04wqye99h72qs26p

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.

best internist in Sunnyvale Question by june_parent_south, Sep 14, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/best-internist-in-sunnyvale
parking at Parul Kumar, M.D, where does everyone put the car? Question by reunion_parent_uptown, Sep 11, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/is-there-parking-available-at-parul-kumar-m-d
do they shut Saturdays Question by june_lurker_east, Sep 10, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/is-parul-kumar-m-d-open-on-saturdays
where exactly is Parul Kumar, M.D? Question by old_peach, Sep 8, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-is-the-address-of-parul-kumar-m-d
discounts for coming back, is that a thing Question by walk_in_on_san, Sep 8, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/does-parul-kumar-m-d-take-rewards-points-or-membership-pricing
are prices in Sunnyvale higher than everywhere else Question by san_sage, Sep 6, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-does-an-internist-actually-cost-in-sunnyvale
Parul Kumar, M.D or Teresa Cheng , M.D? Question by careful_on_san_94086, Sep 1, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/parul-kumar-m-d-or-teresa-cheng-huang-m-d-for-internist
anywhere on Old San to sit while I wait Question by may_commuter_downtown, Aug 21, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-is-around-parul-kumar-m-d-on-old-san
opening hours at Parul Kumar, M.D in Sunnyvale, what are they these days? Question by winter_shopper_north, Aug 16, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-are-the-office-hours-for-parul-kumar-m-d
Booking here, how does it work? Question by summer_shopper_west, Aug 7, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/does-parul-kumar-m-d-accept-reservations
somewhere cheaper in Sunnyvale that is not a risk? Question by birthday_commuter_downtown, Aug 5, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/is-there-anywhere-cheaper-than-parul-kumar-m-d-in-sunnyvale-that-is
walk ins, or is it booked solid Question by reunion_parent_downtown, Jul 30, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/does-parul-kumar-m-d-ever-have-last-minute-openings
anyone tell me what a first visit here involves Question by holiday_walker_north, Jul 23, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-should-i-know-before-a-first-visit-at-parul-kumar-m-d
last update from here was when? Question by browsing_on_san, Jul 19, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-has-parul-kumar-m-d-been-posting-lately
what does this place actually get right? Question by birthday_parent_uptown, Jul 10, 2026. localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca/q/what-is-parul-kumar-m-d-known-for

Use this page freely

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<p>Read what our neighbors say about us on
<a href="https://localairegistry.com/biz/ca/sunnyvale/parul-kumar-m-d-sunnyvale-ca">Local AI Registry</a>.</p>

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

AI names Parul Kumar, M.D less than most Sunnyvale internists

Locals

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Recent updates from Parul Kumar, M.D

Questions people ask

best internist in Sunnyvale

parking at Parul Kumar, M.D, where does everyone put the car?

do they shut Saturdays

where exactly is Parul Kumar, M.D?

discounts for coming back, is that a thing

are prices in Sunnyvale higher than everywhere else

Parul Kumar, M.D or Teresa Cheng , M.D?

anywhere on Old San to sit while I wait

opening hours at Parul Kumar, M.D in Sunnyvale, what are they these days?

Booking here, how does it work?

somewhere cheaper in Sunnyvale that is not a risk?

walk ins, or is it booked solid

anyone tell me what a first visit here involves

last update from here was when?

what does this place actually get right?

What AI gets wrong about Parul Kumar, M.D

The AI Score: 38 of 100

How AI decides what to tell you about an internist