Boston Vision

Unclaimed
Boston Vision, Brookline, Massachusetts[Photo 1]
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[Photo 3]

Eye care center in Brookline, MA

4.8 · 1,145 reviewsOpens today at 8 AM

"Boston Vision is a private academic practice which is at the forefront of patient service and eyecare. Patients can be sure of our dedication to research, education, and innovation by reading our findings in medical journals and textbooks from our experimental studies, as well as successful surgical breakthroughs. We make sure to create a space at our Brookline location that provides the highest level of patient satisfaction. This is done by measuring and tracking surgical outcomes, any complications, patient flow, the wait times, and check the overall experience that each patient had.

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

AI ScoreChatGPT, Perplexity and Gemini didn't mention Boston.Scored from 8 signals across search and AI.

Add your name so AI can say who owns the business

Unclaimed · Replies to reviews · Add the year you opened so AI can say how long you've been open

Is this you? Claim it

ConfirmedVisitor submittedAI guess

Updated Oct 28, 2026Last activity 1 month ago, a question from webster_ivy.

Services

What Boston offers, what it costs, and what people come for.

The menu

  • Artificial corneaFrom their websiteEye care center
  • Eye dangersFrom their websiteEye care center
  • GlaucomaFrom their websiteEye care center
  • Inserting eye dropsFrom their websiteEye care center
  • LASIK alternativesFrom their websiteEye care center
No code detected[Photo 1]
No code detected[Photo 2]
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Team

Who you'll see, and whether their licenses check out.
Add your team so AI can name who works here
Today8 AM to 5 PM

Reputation

What reviews, press and directories say about Boston.

4.8from 1,145 reviews on Google

Boston Vision stands out for its skilled surgeons like Dr. Melki and Dr. Yao, who deliver effective vision correction procedures. Customers at Boston Vision describe a supportive and professional atmosphere, particularly appreciating the thoroughness and kindness of the staff. Many highlight their successful experiences with specific procedures like ICL and CLE surgeries, often mentioning the expertise of Dr. Melki and Dr. Yao, which contributed to their confidence and satisfaction.

  • 592%
  • 48%
  • 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
The good
  • Dr. Melki's cataract and CLE surgeries
  • Dr. Yao's knowledge and care
  • Efficient and organized procedures
  • Friendly and professional staff
The bad
  • Expectations not met for some results

Press and awards

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

Listed on 2 of the 2 directories AI reads.

DirectoryListed
YelpListed
Apple MapsListed
+20and 20 more directories AI reads

How AI sees Boston

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

42out of 100

46 Brookline avg

What the score is made of

Signal and how much it countsBoston

  • 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.25
  • 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.27
  • 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.92
  • Backlink & citation authority 8%Domain authority and editorial quality of the sources that attest to you.60
  • Google Business Profile 8%Required and recommended fields; update cadence. The listing AI pulls from first.90
  • Speed & mobile 7%Core Web Vitals at the 75th percentile, on a real phone.39
  • Content freshness & schema 5%Crawl recency, intent alignment, valid JSON-LD, canonicals.63

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

Boston’s full AI report

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

BostonSpeed & mobileGoogle Business ProfileContent freshness & schemaBacklink & citation authorityRetrieval groundingReviews & responseOff-property attestationAI visibility

Boston, as AI sees it. Blue signals help Boston, and red ones hold it back.

  • The questions people ask Gemini, Perplexity and ChatGPT about eye care centers in Brookline, 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
Claim free to get the report

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What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Boston. The code version is exactly what their crawlers get.

Local AI Registry · Eye care centers in Brookline, MA · Editorial

Boston Vision, Brookline MA: Reviews

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Updated October 28, 2026.

Published July 10, 2026 · Updated October 28, 2026 · Machine-readable version below

In short

Boston Vision is an eye care center in Brookline, MA. Its AI Score is 42 of 100, which is poor.

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

Key facts

FactValue
TypeEye care center
Address24 Webster Pl, Brookline, MA 02445, USA
HoursMon 8 AM to 5 PM · Closed Tue · Wed to Fri 8 AM to 5 PM · Closed Sat to Sun
Phone(617) 202-2020
Rating4.8 across 1,145 reviews on Google
UpdatedOctober 28, 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 infoAddress24 Webster Pl, Brookline, MA 02445, USAConfirmedGoogle Business Profile
Location infoDescription"Boston Vision is a private academic practice which is at the forefront of patient service and eyecare. Patients can be sure of our dedication to research, education, and innovation by reading our findings in medical journals and textbooks from our experimental studies, as well as successful surgical breakthroughs. We make sure to create a space at our Brookline location that provides the highest level of patient satisfaction. This is done by measuring and tracking surgical outcomes, any complications, patient flow, the wait times, and check the overall experience that each patient had.ConfirmedGoogle Business Profile
Location infoHoursMon 8:00 AM to 5:00 PM · Tue Closed · Wed to Fri 8:00 AM to 5:00 PM · Sat to Sun ClosedConfirmedGoogle Business Profile
Location infoNameBoston VisionConfirmedGoogle Business Profile
Location infoPhone(617) 202-2020ConfirmedGoogle Business Profile
HoursMonday8:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursTuesdayClosedConfirmedGoogle Business Profile
HoursWednesday8:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursThursday8:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursFriday8:00 AM to 5:00 PMConfirmedGoogle Business Profile
HoursSaturdayClosedConfirmedGoogle Business Profile
HoursSundayClosedConfirmedGoogle Business Profile
ServicesServiceArtificial corneaFrom their websiteBusiness website
ServicesServiceEye dangersFrom their websiteBusiness website
ServicesServiceGlaucomaFrom their websiteBusiness website
ServicesServiceInserting eye dropsFrom their websiteBusiness website
ServicesServiceLasik alternativesFrom their websiteBusiness website
ServicesServiceLasik self testFrom their websiteBusiness website
ServicesServiceOptical contactsFrom their websiteBusiness website
ServicesServiceOrder contactsFrom their websiteBusiness website
ServicesServicePreventing eye injuriesFrom their websiteBusiness website
ServicesServicePterygiumFrom their websiteBusiness website
ServicesServiceRecycling eye glassesFrom their websiteBusiness website
ServicesServiceSmoking eye diseaseFrom their websiteBusiness website
LinksFacebookhttps://www.facebook.com/bostonvisionmaConfirmedBusiness website
LinksInstagramhttps://www.instagram.com/boston.visionConfirmedBusiness website
LinksWebsitehttps://www.bostonvision.com/ConfirmedGoogle Business Profile

Services and prices

These are the 12 services Boston offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
Artificial corneaFrom their website
Eye dangersFrom their website
GlaucomaFrom their website
Inserting eye dropsFrom their website
LASIK alternativesFrom their website
LASIK self testFrom their website
Smoking eye diseaseFrom their website
Order contactsFrom their website
Preventing eye injuriesFrom their website
PterygiumFrom their website
Recycling eye glassesFrom their website
Optical contactsFrom their website

Known for

The team

Visiting Boston

Address: 24 Webster Pl, Brookline, MA 02445, USA. Phone: (617) 202-2020. Hours: Mon 8 AM to 5 PM · Closed Tue · Wed to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)

Location info from Google Business Profile

From Google Business Profile: ""Boston Vision is a private academic practice which is at the forefront of patient service and eyecare. Patients can be sure of our dedication to research, education, and innovation by reading our findings in medical journals and textbooks from our experimental studies, as well as successful surgical breakthroughs. We make sure to create a space at our Brookline location that provides the highest level of patient satisfaction. This is done by measuring and tracking surgical outcomes, any complications, patient flow, the wait times, and check the overall experience that each patient had."

Parking and getting in

Nearby

PlaceTypeDistance
Overnight Parking Lot 6 - Kent / Webster PlaceParking lot1 min walk
Starbucks Coffee CompanyCoffee shop2 min walk
Caffè NeroCoffee shop2 min walk
Mural by Jason WoodsideTourist attraction2 min walk
Harvard St @ Kent StBus stop2 min walk
Linden ParkPark2 min walk

Reputation

4.8 average across 1,145 reviews: Google 1,145. (Confirmed, read July 10, 2026.)

(AI guess, from 1,145 reviews.)

What people like

  • Efficient and organized procedures
  • Friendly and professional staff

What people do not like

  • Expectations not met for some results

Press

Awards

Directories

Listed on 2 of the 2 directories we checked.

DirectoryListed
Apple MapsListed
YelpListed

Questions people ask

is there a socials account worth following

Why do people rate Boston?

parking at Boston, where does everyone put the car?

who is actually holding the needle here?

never been here, how does it go?

bad experiences at Boston, anyone?

people keep recommending Boston, what for?

what time does Boston in Brookline actually open?

Booking here, how does it work?

going rate for eye doctors locally, any idea

topical numbing, standard or extra

picking between the two, is Boston Eye the safer bet?

Does Boston split it over a few months?

cancellation list here, is there one

Open Saturdays here?

best eye care center in Brookline

do I need to fill anything in beforehand

What AI gets wrong about Boston

We ask Gemini, Perplexity and ChatGPT about Boston. These are the answers that don’t match this page.

ChatGPT and Gemini, read by Local AI Registry on Oct 22, 2026. Perplexity, read by Local AI Registry on Jul 10, 2026. Perplexity via DataForSEO on Oct 22, 2026.

FactWhat AI saysWhat this page says
AddressPerplexity via DataForSEO on Oct 22, 2026: 1371 Beacon Street24 Webster Pl, Brookline, MA 02445, USA
PhonePerplexity via DataForSEO on Oct 22, 2026: 617-202-3491(617) 202-2020

The AI Score: 42 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Brookline eye care centers run 36 to 61. Fair starts at 45, good at 65. Boston scores 42, below the Brookline average of 46. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresBoston
Retrieval grounding2625Whether 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 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 visibility1427Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Poor
Reviews & response1292The 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 authority860Domain 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 & mobile739Core Web Vitals at the 75th percentile, on a real phone.Poor
Content freshness & schema563Crawl recency, intent alignment, valid JSON-LD, canonicals.Fair

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 Boston
Boston VisionMedicalBusiness#businesshttps://www.bostonvision.com/Subject of this page
Brookline, MassachusettsCity#cityCity Boston 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 Brookline, linked to the lists and towns around it.

Lists

  • Best eye care centers in Brookline: https://localairegistry.com/leaderboards/ma/brookline/eye-care-center
  • Best businesses in Brookline: https://localairegistry.com/leaderboards/ma/brookline

Nearby

  • /boston: https://localairegistry.com/leaderboards/ma/boston
  • /cambridge: https://localairegistry.com/leaderboards/ma/cambridge
  • /newton: https://localairegistry.com/leaderboards/ma/newton
  • /somerville: https://localairegistry.com/leaderboards/ma/somerville
  • /waltham: https://localairegistry.com/leaderboards/ma/waltham
  • /wellesley: https://localairegistry.com/leaderboards/ma/wellesley

Every list

  • Every leaderboard in Massachusetts: https://localairegistry.com/leaderboards/ma

References

Show references (14)

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJddEEoe1544kRTq2YpOAdeH8 (accessed Jul 10, 2026)
  • [2] bostonvision.com, https://www.bostonvision.com/services/cornea/artificial-cornea/ (accessed Sep 18, 2026)
  • [3] bostonvision.com, https://www.bostonvision.com/services/eye-care/eye-dangers/ (accessed Sep 18, 2026)
  • [4] bostonvision.com, https://www.bostonvision.com/services/glaucoma/ (accessed Sep 18, 2026)
  • [5] bostonvision.com, https://www.bostonvision.com/services/eye-care/inserting-eye-drops/ (accessed Sep 18, 2026)
  • [6] bostonvision.com, https://www.bostonvision.com/services/lasik/lasik-alternatives/ (accessed Sep 18, 2026)
  • [7] bostonvision.com, https://www.bostonvision.com/services/lasik/lasik-self-test/ (accessed Sep 18, 2026)
  • [8] bostonvision.com, https://www.bostonvision.com/services/optical-contacts/ (accessed Sep 18, 2026)
  • [9] bostonvision.com, https://www.bostonvision.com/services/optical-contacts/order-contacts/ (accessed Sep 18, 2026)
  • [10] bostonvision.com, https://www.bostonvision.com/services/eye-care/preventing-eye-injuries/ (accessed Sep 18, 2026)
  • [11] bostonvision.com, https://www.bostonvision.com/services/cornea/pterygium/ (accessed Sep 18, 2026)
  • [12] bostonvision.com, https://www.bostonvision.com/services/eye-care/recycling-eye-glasses/ (accessed Sep 18, 2026)
  • [13] bostonvision.com, https://www.bostonvision.com/services/eye-care/smoking-eye-disease/ (accessed Sep 18, 2026)
  • [14] bostonvision.com, https://www.bostonvision.com/ (accessed Oct 22, 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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link: <https://localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma>; rel="canonical", <https://localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma.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.

<meta charset="utf-8">
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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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4. Markdown copy of this page (boston-vision-brookline-ma.md)

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

# Boston Vision, Brookline MA: Reviews

Source: Local AI Registry, https://localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-28.

Canonical: https://localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmregi33m009eoqy0jt9br1n8%2F0.png)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmregi33m009eoqy0jt9br1n8%2F1.jpg)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmregi33m009eoqy0jt9br1n8%2F2.jpg)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmregi33m009eoqy0jt9br1n8%2F3.jpg)
- ![Photo 5](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmregi33m009eoqy0jt9br1n8%2F4.jpg)


## In short

Boston Vision is an eye care center in Brookline, MA. Its AI Score is 42 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 | 24 Webster Pl, Brookline, MA 02445, USA |
| Hours | Mon 8 AM to 5 PM · Closed Tue · Wed to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (617) 202-2020 |
| Rating | 4.8 across 1,145 reviews on Google |
| Updated | October 28, 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 | 24 Webster Pl, Brookline, MA 02445, USA | Confirmed | Google Business Profile |
| Location info | Description | "Boston Vision is a private academic practice which is at the forefront of patient service and eyecare. Patients can be sure of our dedication to research, education, and innovation by reading our findings in medical journals and textbooks from our experimental studies, as well as successful surgical breakthroughs. We make sure to create a space at our Brookline location that provides the highest level of patient satisfaction. This is done by measuring and tracking surgical outcomes, any complications, patient flow, the wait times, and check the overall experience that each patient had. | Confirmed | Google Business Profile |
| Location info | Hours | Mon 8:00 AM to 5:00 PM · Tue Closed · Wed to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Boston Vision | Confirmed | Google Business Profile |
| Location info | Phone | (617) 202-2020 | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | Closed | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 8:00 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 | Artificial cornea | From their website | Business website |
| Services | Service | Eye dangers | From their website | Business website |
| Services | Service | Glaucoma | From their website | Business website |
| Services | Service | Inserting eye drops | From their website | Business website |
| Services | Service | Lasik alternatives | From their website | Business website |
| Services | Service | Lasik self test | From their website | Business website |
| Services | Service | Optical contacts | From their website | Business website |
| Services | Service | Order contacts | From their website | Business website |
| Services | Service | Preventing eye injuries | From their website | Business website |
| Services | Service | Pterygium | From their website | Business website |
| Services | Service | Recycling eye glasses | From their website | Business website |
| Services | Service | Smoking eye disease | From their website | Business website |
| Links | Facebook | https://www.facebook.com/bostonvisionma | Confirmed | Business website |
| Links | Instagram | https://www.instagram.com/boston.vision | Confirmed | Business website |
| Links | Website | https://www.bostonvision.com/ | Confirmed | Google Business Profile |


## Services and prices

These are the 12 services Boston offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Artificial cornea |  |  |  | From their website |
| Eye dangers |  |  |  | From their website |
| Glaucoma |  |  |  | From their website |
| Inserting eye drops |  |  |  | From their website |
| LASIK alternatives |  |  |  | From their website |
| LASIK self test |  |  |  | From their website |
| Smoking eye disease |  |  |  | From their website |
| Order contacts |  |  |  | From their website |
| Preventing eye injuries |  |  |  | From their website |
| Pterygium |  |  |  | From their website |
| Recycling eye glasses |  |  |  | From their website |
| Optical contacts |  |  |  | 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 Boston

Address: 24 Webster Pl, Brookline, MA 02445, USA. Phone: (617) 202-2020. Hours: Mon 8 AM to 5 PM · Closed Tue · Wed to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)


### Location info from Google Business Profile

From Google Business Profile: ""Boston Vision is a private academic practice which is at the forefront of patient service and eyecare. Patients can be sure of our dedication to research, education, and innovation by reading our findings in medical journals and textbooks from our experimental studies, as well as successful surgical breakthroughs. We make sure to create a space at our Brookline location that provides the highest level of patient satisfaction. This is done by measuring and tracking surgical outcomes, any complications, patient flow, the wait times, and check the overall experience that each patient had."


### 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 |
| --- | --- | --- |
| Overnight Parking Lot 6 - Kent / Webster Place | Parking lot | 1 min walk |
| Starbucks Coffee Company | Coffee shop | 2 min walk |
| Caffè Nero | Coffee shop | 2 min walk |
| Mural by Jason Woodside | Tourist attraction | 2 min walk |
| Harvard St @ Kent St | Bus stop | 2 min walk |
| Linden Park | Park | 2 min walk |


## Reputation

4.8 average across 1,145 reviews: Google 1,145. (Confirmed, read July 10, 2026.)

 (AI guess, from 1,145 reviews.)


### What people like

- Efficient and organized procedures
- Friendly and professional staff


### What people do not like

- Expectations not met for some results


### Press

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


### Awards

Add an award so AI can name it


### Directories

Listed on 2 of the 2 directories we checked.

| Directory | Listed |
| --- | --- |
| Apple Maps | Listed |
| Yelp | Listed |


## Questions people ask


### is there a socials account worth following


### Why do people rate Boston?


### parking at Boston, where does everyone put the car?


### who is actually holding the needle here?


### never been here, how does it go?


### bad experiences at Boston, anyone?


### people keep recommending Boston, what for?


### what time does Boston in Brookline actually open?


### Booking here, how does it work?


### going rate for eye doctors locally, any idea


### topical numbing, standard or extra


### picking between the two, is Boston Eye the safer bet?


### Does Boston split it over a few months?


### cancellation list here, is there one


### Open Saturdays here?


### best eye care center in Brookline


### do I need to fill anything in beforehand


## What AI gets wrong about Boston

We ask Gemini, Perplexity and ChatGPT about Boston. These are the answers that don’t match this page.

ChatGPT and Gemini, read by Local AI Registry on Oct 22, 2026. Perplexity, read by Local AI Registry on Jul 10, 2026. Perplexity via DataForSEO on Oct 22, 2026.

| Fact | What AI says | What this page says |
| --- | --- | --- |
| Address | Perplexity via DataForSEO on Oct 22, 2026: 1371 Beacon Street | 24 Webster Pl, Brookline, MA 02445, USA |
| Phone | Perplexity via DataForSEO on Oct 22, 2026: 617-202-3491 | (617) 202-2020 |


## The AI Score: 42 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Brookline eye care centers run 36 to 61. Fair starts at 45, good at 65. Boston scores 42, below the Brookline average of 46. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Boston |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 25 | 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 | 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 | 27 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 92 | 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 | 60 | 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 | 39 | Core Web Vitals at the 75th percentile, on a real phone. | Poor |
| Content freshness & schema | 5 | 63 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair |

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 Boston |
| --- | --- | --- | --- | --- |
| Boston Vision | MedicalBusiness | #business | https://www.bostonvision.com/ | Subject of this page |
| Brookline, Massachusetts | City | #city |  | City Boston 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 Brookline, linked to the lists and towns around it.


### Lists

- Best eye care centers in Brookline: https://localairegistry.com/leaderboards/ma/brookline/eye-care-center
- Best businesses in Brookline: https://localairegistry.com/leaderboards/ma/brookline


### Nearby

- /boston: https://localairegistry.com/leaderboards/ma/boston
- /cambridge: https://localairegistry.com/leaderboards/ma/cambridge
- /newton: https://localairegistry.com/leaderboards/ma/newton
- /somerville: https://localairegistry.com/leaderboards/ma/somerville
- /waltham: https://localairegistry.com/leaderboards/ma/waltham
- /wellesley: https://localairegistry.com/leaderboards/ma/wellesley


### Every list

- Every leaderboard in Massachusetts: https://localairegistry.com/leaderboards/ma


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJddEEoe1544kRTq2YpOAdeH8 (accessed Jul 10, 2026)
- [2] bostonvision.com, https://www.bostonvision.com/services/cornea/artificial-cornea/ (accessed Sep 18, 2026)
- [3] bostonvision.com, https://www.bostonvision.com/services/eye-care/eye-dangers/ (accessed Sep 18, 2026)
- [4] bostonvision.com, https://www.bostonvision.com/services/glaucoma/ (accessed Sep 18, 2026)
- [5] bostonvision.com, https://www.bostonvision.com/services/eye-care/inserting-eye-drops/ (accessed Sep 18, 2026)
- [6] bostonvision.com, https://www.bostonvision.com/services/lasik/lasik-alternatives/ (accessed Sep 18, 2026)
- [7] bostonvision.com, https://www.bostonvision.com/services/lasik/lasik-self-test/ (accessed Sep 18, 2026)
- [8] bostonvision.com, https://www.bostonvision.com/services/optical-contacts/ (accessed Sep 18, 2026)
- [9] bostonvision.com, https://www.bostonvision.com/services/optical-contacts/order-contacts/ (accessed Sep 18, 2026)
- [10] bostonvision.com, https://www.bostonvision.com/services/eye-care/preventing-eye-injuries/ (accessed Sep 18, 2026)
- [11] bostonvision.com, https://www.bostonvision.com/services/cornea/pterygium/ (accessed Sep 18, 2026)
- [12] bostonvision.com, https://www.bostonvision.com/services/eye-care/recycling-eye-glasses/ (accessed Sep 18, 2026)
- [13] bostonvision.com, https://www.bostonvision.com/services/eye-care/smoking-eye-disease/ (accessed Sep 18, 2026)
- [14] bostonvision.com, https://www.bostonvision.com/ (accessed Oct 22, 2026)

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  1. is there a socials account worth following Question by webster_ivy, Sep 14, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-has-boston-vision-been-posting-lately
  2. Why do people rate Boston? Question by undecided_on_webster, Sep 11, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-do-people-actually-like-about-boston-vision
  3. parking at Boston, where does everyone put the car? Question by brookline_birdie, Sep 11, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/is-there-parking-available-at-boston-vision
  4. who is actually holding the needle here? Question by brookline_reed, Sep 9, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/is-boston-vision-run-by-medical-staff-or-by-technicians
  5. never been here, how does it go? Question by spontaneous_on_webster, Sep 9, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-can-patients-expect-during-their-visit-to-boston-vision
  6. bad experiences at Boston, anyone? Question by summer_regular_uptown, Sep 7, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/the-reviews-look-glowing-what-are-the-real-complaints
  7. people keep recommending Boston, what for? Question by second_opinion_in_brookline, Sep 4, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-types-of-procedures-is-boston-vision-known-for
  8. what time does Boston in Brookline actually open? Question by webster_mabel, Sep 4, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-are-the-operating-hours-of-boston-vision
  9. Booking here, how does it work? Question by researching_on_webster, Sep 1, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/does-boston-vision-accept-reservations-for-appointments
  10. going rate for eye doctors locally, any idea Question by lowkey_on_webster, Aug 28, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-does-an-eye-care-center-actually-cost-in-brookline
  11. topical numbing, standard or extra Question by brookline_kit, Aug 27, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/can-i-ask-for-numbing-at-boston-vision-without-it-being-weird
  12. picking between the two, is Boston Eye the safer bet? Question by early_on_webster, Aug 24, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/boston-vision-or-boston-eye-physicians-and-surgeons-for-laser-eye
  13. Does Boston split it over a few months? Question by circling_on_webster, Aug 19, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/does-boston-vision-do-payment-plans
  14. cancellation list here, is there one Question by picky_on_webster, Aug 14, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/does-boston-vision-ever-have-last-minute-openings
  15. Open Saturdays here? Question by reading_reviews_on_webster, Aug 10, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/is-boston-vision-open-on-saturdays
  16. best eye care center in Brookline Question by brookline_roan_02445, Aug 6, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/best-eye-care-center-in-brookline
  17. do I need to fill anything in beforehand Question by brookline_wren, Jul 31, 2026. localairegistry.com/biz/ma/brookline/boston-vision-brookline-ma/q/what-should-i-know-before-a-consult-at-boston-vision

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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 Jul 10, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJddEEoe1544kRTq2YpOAdeH8
  2. [2]ServicesArtificial corneabostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/cornea/artificial-cornea/
  3. [3]ServicesEye dangersbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/eye-care/eye-dangers/
  4. [4]ServicesGlaucomabostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/glaucoma/
  5. [5]ServicesInserting eye dropsbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/eye-care/inserting-eye-drops/
  6. [6]ServicesLasik alternativesbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/lasik/lasik-alternatives/
  7. [7]ServicesLasik self testbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/lasik/lasik-self-test/
  8. [8]ServicesOptical contactsbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/optical-contacts/
  9. [9]ServicesOrder contactsbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/optical-contacts/order-contacts/
  10. [10]ServicesPreventing eye injuriesbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/eye-care/preventing-eye-injuries/
  11. [11]ServicesPterygiumbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/cornea/pterygium/
  12. [12]ServicesRecycling eye glassesbostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/eye-care/recycling-eye-glasses/
  13. [13]ServicesSmoking eye diseasebostonvision.com.Primary source · Accessed Sep 18, 2026 · https://www.bostonvision.com/services/eye-care/smoking-eye-disease/
  14. [14]VisitFacebook and instagrambostonvision.com.Primary source · Accessed Oct 22, 2026 · https://www.bostonvision.com/