Local AI Registry

Randall L. Brown, MD

Unclaimed

Eye care center in Manchester, NH

5.0 · 1 reviewOpens today at 9 AM

Randall L. Brown, MD, is a highly regarded ophthalmologist located at 764 Second St in Manchester, New Hampshire. With a perfect rating of 5 from satisfied patients, Dr. Brown is known for his attentive care and expertise in eye health. Although the practice does not offer online ordering or reservations, the welcoming atmosphere and personalized service make each visit a positive experience. As a trusted figure in the community, Dr. Brown is dedicated to ensuring the well-being of his patients' vision.

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

AI ScoreChatGPT and Gemini didn't mention Randall L. Brown, MD.Scored from 8 signals across search and AI.
40Manchester avg 430answered of 3100%would go back0updates, last 30 days

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Unclaimed · Never replied · Add the year you opened so AI can say how long you've been open

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ConfirmedVisitor submittedAI guess

Updated Aug 5, 2026Last activity 1 month ago, a question from manchester_maple_row_90.

Locals3Services1Team0VisitReputation1Updates0AI

Services

What Randall L. Brown, MD offers, what it costs, and what people come for.

The menu

  • OpticalFrom their websiteOphthalmologist

Photos

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Team

Who you'll see, and whether their licenses check out.
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Today9 AM to 5 PM
ParkingAdd your parking so AI can tell people where to park
Phone(603) 669-3925

Reputation

What reviews, press and directories say about Randall L. Brown, MD.

Reviews

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5.0from 1 review on Google

Not enough review detail to summarise confidently. Not enough substantive reviews yet — the digital story for this business is still being written.

  • 5100%
  • 40%
  • 30%
  • 20%
  • 10%
Would go back100%100% of reviews give the visit 4 or 5 stars.Positive 100%, 4 or 5 stars · Neutral 0%, 3 stars · Negative 0%, 1 or 2 stars
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Press and awards

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Directories

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Updates

How AI sees Randall L. Brown, MD

The AI Score is out of 100, read from 8 signals across search and AI.

40out of 100

43 Manchester avg

What the score is made of

Signal and how much it countsRandall L. Brown, MD

  • Retrieval grounding 26%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.75
  • Off-property attestation 20%Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.41
  • AI visibility 14%Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.0
  • Reviews & response 12%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.39
  • Backlink & citation authority 8%Domain authority and editorial quality of the sources that attest to you.58
  • Google Business Profile 8%Required and recommended fields; update cadence. The listing AI pulls from first.79
  • Speed & mobile 7%Core Web Vitals at the 75th percentile, on a real phone.25
  • Content freshness & schema 5%Crawl recency, intent alignment, valid JSON-LD, canonicals.40

Every business is scored the same way, and nobody can pay for a better score.

Randall L. Brown, MD’s full AI report

See exactly what AI says about you, and how to get picked

Randall L. Brown, MDSpeed & mobileGoogle Business ProfileContent freshness & schemaBacklink & citation authorityRetrieval groundingReviews & responseOff-property attestationAI visibility

Randall L. Brown, MD, as AI sees it. Blue signals help Randall L. Brown, MD, and red ones hold it back.

  • The questions people ask Gemini and ChatGPT about eye care centers in Manchester, and who they name instead of you
  • What AI gets wrong about you, next to what’s true
  • What to change first so AI names you
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What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Randall L. Brown, MD. The code version is exactly what their crawlers get.

Local AI Registry · Eye care centers in Manchester, NH · Editorial

Randall L. Brown, MD, Manchester NH: Reviews

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Updated August 5, 2026.

Published August 5, 2026 · Updated August 5, 2026 · Machine-readable version below

In short

Randall L. Brown, MD is an eye care center in Manchester, NH. Its AI Score is 40 of 100, which is poor.

What each mark on this page means: https://localairegistry.com/methodology#marks

Key facts

FactValue
TypeEye care center
Address764 Second St, Manchester, NH 03102, USA
HoursMon to Fri 9 AM to 5 PM · Closed Sat to Sun
Phone(603) 669-3925
Rating5.0 across 1 review on Google
UpdatedAugust 5, 2026

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 infoAddress764 Second St, Manchester, NH 03102, USAConfirmedGoogle Business Profile
Location infoDescription764 Second St, Manchester, NH 03102ConfirmedGoogle Business Profile
Location infoHoursMon to Fri 9:00 AM to 5:00 PM · Sat to Sun ClosedConfirmedGoogle Business Profile
Location infoNameRandall L. Brown, MDConfirmedGoogle Business Profile
Location infoPhone(603) 669-3925ConfirmedGoogle Business Profile
HoursMonday9:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursTuesday9:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursWednesday9:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursThursday9:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursFriday9:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursSaturdayClosedConfirmedGoogle Business Profile
HoursSundayClosedConfirmedGoogle Business Profile
ServicesServiceActive eyewearAI guess
ServicesServiceCommon eye problem consultationsAI guess
ServicesServiceContact lensesAI guess
ServicesServiceKids optical servicesAI guess
ServicesServiceOpticalFrom their websiteBusiness website
ServicesServiceRoutine eye examsAI guess
ServicesServiceSpecialty contact lensesAI guess
LinksFacebookhttps://facebook.com/nh-eye-associates-450682404945773AI guessOur record
LinksWebsitehttp://www.nheyeassociates.com/ConfirmedGoogle Business Profile

Services and prices

These are the 1 service Randall L. Brown, MD offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
OpticalFrom their website

Known for

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The team

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Visiting Randall L. Brown, MD

Address: 764 Second St, Manchester, NH 03102, USA. Phone: (603) 669-3925. Hours: Mon to Fri 9 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)

Parking and getting in

Add your parking so AI can tell people where to parkAdd how to find your door so AI can walk people in

Nearby

PlaceTypeDistance
Wendy'sFast food restaurant1 min walk
Nuevo Vallarta Mexican RestaurantMexican restaurant2 min walk
Second & MasterBus stop2 min walk
Second & MasterBus stop2 min walk
Dairy QueenFast food restaurant2 min walk
Second & HarvellBus stop2 min walk

Reputation

5.0 average across 1 review: Google 1. (Confirmed, read August 5, 2026.)

Not enough review detail to summarise confidently. (AI guess, from 1 review.)

Press

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Awards

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Directories

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Questions people ask

Randall L. Brown, MD or The Medical Eye?

is there parking at Randall L. Brown, MD or is it street only?

Booking here, how does it work?

Worth the hype at Randall L. Brown, MD?

what has Randall L. Brown, MD posted recently, I am not on Instagram

best ophthalmologist in Manchester

prices round here, anyone got a number

Are the hours on Google right for Randall L. Brown, MD in Manchester?

do they shut Saturdays

Whereabouts is this place?

The AI Score: 40 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Manchester eye care centers run 31 to 52. Fair starts at 45, good at 65. Randall L. Brown, MD scores 40, below the Manchester average of 43. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresRandall L. Brown, MD
Retrieval grounding2675Whether 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.Good
Off-property attestation2041Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility140Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Poor
Reviews & response1239The 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.Poor
Backlink & citation authority858Domain authority and editorial quality of the sources that attest to you.Fair
Google Business Profile879Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile725Core Web Vitals at the 75th percentile, on a real phone.Poor
Content freshness & schema540Crawl recency, intent alignment, valid JSON-LD, canonicals.Poor

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

How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery

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 Randall L. Brown, MD
Randall L. Brown, MDMedicalBusiness#businesshttp://www.nheyeassociates.com/Subject of this page
Manchester, New HampshireCity#cityCity Randall L. Brown, MD is in
Local AI RegistryOrganization#publisherhttps://localairegistry.comPublisher of this page
Steve LeePerson#authorhttps://localairegistry.com/team/steve-leeAuthor of this page

Topical map

Where this page sits in the registry. It's one profile among the eye care centers in Manchester, linked to the lists and towns around it.

Lists

  • Best eye care centers in Manchester: https://localairegistry.com/leaderboards/nh/manchester/eye-care-center
  • Best businesses in Manchester: https://localairegistry.com/leaderboards/nh/manchester

Nearby

  • /concord: https://localairegistry.com/leaderboards/nh/concord
  • /portsmouth: https://localairegistry.com/leaderboards/nh/portsmouth
  • /nashua: https://localairegistry.com/leaderboards/nh/nashua

Every list

  • Every leaderboard in New Hampshire: https://localairegistry.com/leaderboards/nh

References

Show references (3)

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJQVdPxzpP4okRGbIkv8jRjXo (accessed Aug 5, 2026)
  • [2] nheyeassociates.com, https://nheyeassociates.com/optical.html (accessed Sep 18, 2026)
  • [3] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 5, 2026, https://localairegistry.com/methodology (accessed Sep 18, 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/nh/manchester/randall-l-brown-md-manchester-nh>; rel="canonical", <https://localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh.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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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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          "position": 3,
          "name": "Manchester",
          "item": "https://localairegistry.com/leaderboards/nh/manchester"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Eye care centers",
          "item": "https://localairegistry.com/leaderboards/nh/manchester/eye-care-center"
        },
        {
          "@type": "ListItem",
          "position": 5,
          "name": "Randall L. Brown, MD",
          "item": "https://localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh"
        }
      ]
    }
  ]
}

4. Markdown copy of this page (randall-l-brown-md-manchester-nh.md)

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

# Randall L. Brown, MD, Manchester NH: Reviews

Source: Local AI Registry, https://localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-08-05.

Canonical: https://localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh

## In short

Randall L. Brown, MD is an eye care center in Manchester, NH. Its AI Score is 40 of 100, which is poor.

What each mark on this page means: https://localairegistry.com/methodology#marks


## Key facts

| Fact | Value |
| --- | --- |
| Type | Eye care center |
| Address | 764 Second St, Manchester, NH 03102, USA |
| Hours | Mon to Fri 9 AM to 5 PM · Closed Sat to Sun |
| Phone | (603) 669-3925 |
| Rating | 5.0 across 1 review on Google |
| Updated | August 5, 2026 |


## 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 | 764 Second St, Manchester, NH 03102, USA | Confirmed | Google Business Profile |
| Location info | Description | 764 Second St, Manchester, NH 03102 | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 9:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Randall L. Brown, MD | Confirmed | Google Business Profile |
| Location info | Phone | (603) 669-3925 | Confirmed | Google Business Profile |
| Hours | Monday | 9:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 9:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 9:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 9:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 9:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Active eyewear | AI guess |  |
| Services | Service | Common eye problem consultations | AI guess |  |
| Services | Service | Contact lenses | AI guess |  |
| Services | Service | Kids optical services | AI guess |  |
| Services | Service | Optical | From their website | Business website |
| Services | Service | Routine eye exams | AI guess |  |
| Services | Service | Specialty contact lenses | AI guess |  |
| Links | Facebook | https://facebook.com/nh-eye-associates-450682404945773 | AI guess | Our record |
| Links | Website | http://www.nheyeassociates.com/ | Confirmed | Google Business Profile |


## Services and prices

These are the 1 service Randall L. Brown, MD offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Optical |  |  |  | From their website |


### Known for

Share your review link so AI can say what you're known for


## The team

Add your team so AI can name who works here


## Visiting Randall L. Brown, MD

Address: 764 Second St, Manchester, NH 03102, USA. Phone: (603) 669-3925. Hours: Mon to Fri 9 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)


### Parking and getting in

Add your parking so AI can tell people where to park

Add how to find your door so AI can walk people in


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| Wendy's | Fast food restaurant | 1 min walk |
| Nuevo Vallarta Mexican Restaurant | Mexican restaurant | 2 min walk |
| Second & Master | Bus stop | 2 min walk |
| Second & Master | Bus stop | 2 min walk |
| Dairy Queen | Fast food restaurant | 2 min walk |
| Second & Harvell | Bus stop | 2 min walk |


## Reputation

5.0 average across 1 review: Google 1. (Confirmed, read August 5, 2026.)

Not enough review detail to summarise confidently. (AI guess, from 1 review.)


### Press

Add a press story so AI can say who's written about you


### Awards

Add an award so AI can name it


### Directories

Get listed in directories so AI can tell you're real


## Questions people ask


### Randall L. Brown, MD or The Medical Eye?


### is there parking at Randall L. Brown, MD or is it street only?


### Booking here, how does it work?


### Worth the hype at Randall L. Brown, MD?


### what has Randall L. Brown, MD posted recently, I am not on Instagram


### best ophthalmologist in Manchester


### prices round here, anyone got a number


### Are the hours on Google right for Randall L. Brown, MD in Manchester?


### do they shut Saturdays


### Whereabouts is this place?


## The AI Score: 40 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Manchester eye care centers run 31 to 52. Fair starts at 45, good at 65. Randall L. Brown, MD scores 40, below the Manchester average of 43. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Randall L. Brown, MD |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 75 | 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. | Good |
| Off-property attestation | 20 | 41 | 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. | Poor |
| Reviews & response | 12 | 39 | 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. | Poor |
| Backlink & citation authority | 8 | 58 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 25 | Core Web Vitals at the 75th percentile, on a real phone. | Poor |
| Content freshness & schema | 5 | 40 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Poor |

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

How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery


## 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 Randall L. Brown, MD |
| --- | --- | --- | --- | --- |
| Randall L. Brown, MD | MedicalBusiness | #business | http://www.nheyeassociates.com/ | Subject of this page |
| Manchester, New Hampshire | City | #city |  | City Randall L. Brown, MD is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |


## Topical map

Where this page sits in the registry. It's one profile among the eye care centers in Manchester, linked to the lists and towns around it.


### Lists

- Best eye care centers in Manchester: https://localairegistry.com/leaderboards/nh/manchester/eye-care-center
- Best businesses in Manchester: https://localairegistry.com/leaderboards/nh/manchester


### Nearby

- /concord: https://localairegistry.com/leaderboards/nh/concord
- /portsmouth: https://localairegistry.com/leaderboards/nh/portsmouth
- /nashua: https://localairegistry.com/leaderboards/nh/nashua


### Every list

- Every leaderboard in New Hampshire: https://localairegistry.com/leaderboards/nh


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJQVdPxzpP4okRGbIkv8jRjXo (accessed Aug 5, 2026)
- [2] nheyeassociates.com, https://nheyeassociates.com/optical.html (accessed Sep 18, 2026)
- [3] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 5, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)

The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers

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. Randall L. Brown, MD or The Medical Eye? Question by manchester_maple_row_90, Sep 14, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/randall-l-brown-md-or-the-medical-eye-center-manchester-office-for-eye
  2. is there parking at Randall L. Brown, MD or is it street only? Question by manchester_corner_stop_60, Sep 10, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/is-there-parking-available-at-randall-l-brown-md
  3. Booking here, how does it work? Question by manchester_corner_stop_12, Sep 7, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/does-randall-l-brown-md-require-reservations-for-appointments
  4. Worth the hype at Randall L. Brown, MD? Question by owl_on_meadow_bend, Sep 4, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/what-is-randall-l-brown-md-known-for
  5. what has Randall L. Brown, MD posted recently, I am not on Instagram Question by manchester_salt_air_22, Sep 1, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/what-has-randall-l-brown-md-been-posting-lately
  6. best ophthalmologist in Manchester Question by cedar_walk_peach_17, Aug 28, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/best-ophthalmologist-in-manchester
  7. prices round here, anyone got a number Question by regular_on_low_tide, Aug 21, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/what-does-an-eye-care-center-actually-cost-in-manchester
  8. Are the hours on Google right for Randall L. Brown, MD in Manchester? Question by owl_on_corner_stop, Aug 7, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/what-are-the-operating-hours-of-randall-l-brown-md
  9. do they shut Saturdays Question by manchester_meadow_bend_85, Jul 31, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/is-randall-l-brown-md-open-on-saturdays
  10. Whereabouts is this place? Question by manchester_park_side_96, Jul 28, 2026. localairegistry.com/biz/nh/manchester/randall-l-brown-md-manchester-nh/q/where-is-randall-l-brown-md-located

You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it

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References

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Show references (3)

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 2 other detailsGoogle Business Profile.Primary source · Accessed Aug 5, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJQVdPxzpP4okRGbIkv8jRjXo
  2. [2]ServicesOpticalnheyeassociates.com.Primary source · Accessed Sep 18, 2026 · https://nheyeassociates.com/optical.html
  3. [3]Services6 servicesAI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 5, 2026.AI engine output · Accessed Sep 18, 2026 · https://localairegistry.com/methodology