reviews all look glowing, what are the real complaints?
Question · by hopeful_roan · Member since Aug 2026 · 37 posts · 5d5 days ago
Eye care center in Hamilton, ON
5.0 · 4 reviewsOpens today at 8 AMOpens today at 8 AM
The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Never replied · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Oct 29, 2026Last activity 5 days ago, a question from hopeful_roan.
21 asked · 0 answered by Ontario Retina
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What Ontario Retina offers, what it costs, and what people come for.
No code detected[Photo 1]
No code detected[Photo 2]Add role, license, training, experience and specialties so AI can say it
When it's quiet, where to park, and what's nearby.
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.
What reviews, press and directories say about Ontario Retina.
5.0from 4 reviews on Google
Not enough review detail to summarise confidently. Not enough substantive reviews yet — the digital story for this business is still being written.
The AI Score is out of 100, read from 8 signals across search and AI.
34 Hamilton avg
Signal and how much it countsOntario Retina
Every business is scored the same way, and nobody can pay for a better score.
Ontario Retina, as AI sees it. Blue signals help Ontario Retina, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Ontario Retina. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Hamilton, ON · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated October 29, 2026.
Published October 29, 2026 · Updated October 29, 2026 · Machine-readable version below
Ontario Retina Associates (Dr. Parth Shah)- Hamilton is an eye care center. Its AI Score is 20 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Eye care center |
| Address | 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada |
| Hours | Mon to Fri 8 AM to 5 PM · Sat 8 AM to 12 PM · Closed Sun |
| Phone | (905) 522-3563 |
| Rating | 5.0 across 4 reviews on Google |
| Updated | October 29, 2026 |
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 | 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada | Confirmed | Google Business Profile |
| Location info | Description | The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat 8:00 AM to 12:00 PM · Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Ontario Retina Associates (Dr. Parth Shah)- Hamilton | Confirmed | Google Business Profile |
| Location info | Phone | (905) 522-3563 | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 5:00 PM | 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 | 8:00 AM to 12:00 PM | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Medical retina care | AI guess | |
| Services | Service | Surgical retina care | AI guess | |
| Team | Dr. James Martin | Confirmed | Google Business Profile | |
| Links | Website | https://www.ontarioretina.ca/ | Confirmed | Google Business Profile |
1 person is named on this page.
| Field | Value | Mark | Evidence |
|---|---|---|---|
| Reviews say | 1 review names Dr. Martin | AI guess |
Address: 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada. Phone: (905) 522-3563. Hours: Mon to Fri 8 AM to 5 PM · Sat 8 AM to 12 PM · Closed Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina."
5.0 average across 4 reviews: Google 4. (Confirmed, read October 29, 2026.)
Not enough review detail to summarise confidently. (AI guess, from 4 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Hamilton eye care centers run 20 to 66. Fair starts at 45, good at 65. Ontario Retina scores 20, below the Hamilton average of 34. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Ontario Retina |
|---|---|---|---|---|
| Retrieval grounding | 26 | 0 | 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 | 40 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 66 | 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 | Domain authority and editorial quality of the sources that attest to you. | ||
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | Core Web Vitals at the 75th percentile, on a real phone. | ||
| Content freshness & schema | 5 | 16 | 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
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 Ontario Retina |
|---|---|---|---|---|
| Ontario Retina Associates (Dr. Parth Shah)- Hamilton | MedicalBusiness | #business | https://www.ontarioretina.ca/ | Subject of this page |
| Dr. James Martin | Person | #team-james-martin | ||
| Hamilton, Ontario | City | #city | City Ontario Retina 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 |
Where this page sits in the registry. It's one profile among the eye care centers in Hamilton, linked to the lists and towns around it.
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.
Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.
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Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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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": "reviews all look glowing, what are the real complaints?",
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"name": "anywhere cheaper than this place in Hamilton that is still good?",
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"name": "pain wise, what is it like here",
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"@type": "ListItem",
"position": 4,
"name": "Does Ontario Retina split it over a few months?",
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"name": "best ophthalmology clinic in Hamilton, ON",
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"@type": "ListItem",
"position": 7,
"name": "is Mountain Eye any better",
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"position": 8,
"name": "parking here, how bad is it?",
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"name": "address for this place, anyone have it?",
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"name": "anyone been on a Sunday, were they trading",
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# Ontario Retina Associates (Dr. Parth Shah)- Hamilton, Hamilton ON: Reviews Source: Local AI Registry, https://localairegistry.com/biz/on/hamilton/ontario-retina-associates-dr-parth-shah-hamilton-on. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-29. Canonical: https://localairegistry.com/biz/on/hamilton/ontario-retina-associates-dr-parth-shah-hamilton-on ## Photos -  -  ## In short Ontario Retina Associates (Dr. Parth Shah)- Hamilton is an eye care center. Its AI Score is 20 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 | 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada | | Hours | Mon to Fri 8 AM to 5 PM · Sat 8 AM to 12 PM · Closed Sun | | Phone | (905) 522-3563 | | Rating | 5.0 across 4 reviews on Google | | Updated | October 29, 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 | 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada | Confirmed | Google Business Profile | | Location info | Description | The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat 8:00 AM to 12:00 PM · Sun Closed | Confirmed | Google Business Profile | | Location info | Name | Ontario Retina Associates (Dr. Parth Shah)- Hamilton | Confirmed | Google Business Profile | | Location info | Phone | (905) 522-3563 | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 5:00 PM | 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 | 8:00 AM to 12:00 PM | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Services | Service | Medical retina care | AI guess | | | Services | Service | Surgical retina care | AI guess | | | Team | Dr. James Martin | | Confirmed | Google Business Profile | | Links | Website | https://www.ontarioretina.ca/ | Confirmed | Google Business Profile | ## Services and prices Add your services so AI can say what you offer ### Known for Share your review link so AI can say what you're known for ## The team 1 person is named on this page. ### Dr. James Martin | Field | Value | Mark | Evidence | | --- | --- | --- | --- | | Reviews say | 1 review names Dr. Martin | AI guess | | ## Visiting Ontario Retina Address: 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada. Phone: (905) 522-3563. Hours: Mon to Fri 8 AM to 5 PM · Sat 8 AM to 12 PM · Closed Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina." ### 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 ## Reputation 5.0 average across 4 reviews: Google 4. (Confirmed, read October 29, 2026.) Not enough review detail to summarise confidently. (AI guess, from 4 reviews.) ### 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 ### reviews all look glowing, what are the real complaints? ### anywhere cheaper than this place in Hamilton that is still good? ### pain wise, what is it like here ### Does Ontario Retina split it over a few months? ### going rate for eye doctors locally, any idea ### best ophthalmology clinic in Hamilton, ON ### is Mountain Eye any better ### parking here, how bad is it? ### address for this place, anyone have it? ### Turning up here for the first time, what happens? ### never been to Ontario Retina in Hamilton, how does it go? ### what time does Ontario Retina actually open? ### recovery after Ontario Retina, what do people actually say? ### anyone been on a Sunday, were they trading ### regulars here, who do you book with? ### same day appts, does that ever happen here ### booking ahead here, how far do people go? ### anything I should sort out before a consult at Ontario Retina? ### new to this place, anything I should know before I walk in? ### Any membership pricing at Ontario Retina? ## The AI Score: 20 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Hamilton eye care centers run 20 to 66. Fair starts at 45, good at 65. Ontario Retina scores 20, below the Hamilton average of 34. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Ontario Retina | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 0 | 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 | 40 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 66 | 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 | | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | | Core Web Vitals at the 75th percentile, on a real phone. | | | Content freshness & schema | 5 | 16 | 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 Ontario Retina | | --- | --- | --- | --- | --- | | Ontario Retina Associates (Dr. Parth Shah)- Hamilton | MedicalBusiness | #business | https://www.ontarioretina.ca/ | Subject of this page | | Dr. James Martin | Person | #team-james-martin | | | | Hamilton, Ontario | City | #city | | City Ontario Retina 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 Hamilton, linked to the lists and towns around it. ### Lists - Best eye care centers in Hamilton: https://localairegistry.com/leaderboards/on/hamilton/eye-care-center - Best businesses in Hamilton: https://localairegistry.com/leaderboards/on/hamilton ### Nearby - /burlington: https://localairegistry.com/leaderboards/on/burlington - /oakville: https://localairegistry.com/leaderboards/on/oakville - /mississauga: https://localairegistry.com/leaderboards/on/mississauga - /toronto: https://localairegistry.com/leaderboards/on/toronto - /ottawa: https://localairegistry.com/leaderboards/on/ottawa - /brampton: https://localairegistry.com/leaderboards/on/brampton ### Every list - Every leaderboard in Ontario: https://localairegistry.com/leaderboards/on ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJu_3-KtSbLIgRTYgCDz0CMWE (accessed Oct 29, 2026) - [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 29, 2026; Perplexity via DataForSEO on Oct 29, 2026, https://localairegistry.com/methodology (accessed Oct 29, 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
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.
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
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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<p>Local AI Registry · Eye care centers in Hamilton, ON · Editorial</p>
<h2>Ontario Retina Associates (Dr. Parth Shah)- Hamilton, Hamilton ON: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated October 29, 2026.</p>
<p>Published October 29, 2026 · Updated October 29, 2026 · Machine-readable version below</p>
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<section id="ai-in-short">
<h3>In short</h3>
<p>Ontario Retina Associates (Dr. Parth Shah)- Hamilton is an eye care center. Its AI Score is 20 of 100, which is poor.</p>
<p>What each mark on this page means: https://localairegistry.com/methodology#marks</p>
</section>
<section id="ai-key-facts">
<h3>Key facts</h3>
<table>
<thead><tr><th scope="col">Fact</th><th scope="col">Value</th></tr></thead>
<tbody>
<tr><td>Type</td><td>Eye care center</td></tr>
<tr><td>Address</td><td>88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8 AM to 5 PM · Sat 8 AM to 12 PM · Closed Sun</td></tr>
<tr><td>Phone</td><td>(905) 522-3563</td></tr>
<tr><td>Rating</td><td>5.0 across 4 reviews on Google</td></tr>
<tr><td>Updated</td><td>October 29, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-all-the-details">
<h3>All the details</h3>
<p>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.</p>
<table>
<thead><tr><th scope="col">Group</th><th scope="col">Fact</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
<tr><td>Location info</td><td>Address</td><td>88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 8:00 AM to 5:00 PM · Sat 8:00 AM to 12:00 PM · Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Ontario Retina Associates (Dr. Parth Shah)- Hamilton</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(905) 522-3563</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>8:00 AM to 12:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Medical retina care</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Surgical retina care</td><td>AI guess</td><td></td></tr>
<tr><td>Team</td><td>Dr. James Martin</td><td></td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.ontarioretina.ca/</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>1 person is named on this page.</p>
<h4>Dr. James Martin</h4>
<table>
<thead><tr><th scope="col">Field</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
<tr><td>Reviews say</td><td>1 review names Dr. Martin</td><td>AI guess</td><td></td></tr>
</tbody>
</table>
</section>
<section id="ai-visiting-ontario-retina">
<h3>Visiting Ontario Retina</h3>
<p>Address: 88 Wentworth St S, Hamilton, ON L8N 2Y9, Canada. Phone: (905) 522-3563. Hours: Mon to Fri 8 AM to 5 PM · Sat 8 AM to 12 PM · Closed Sun. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "The office of Dr. Parth Shah, and formerly Dr. James Martin. This practice offers care in medical and surgical retina."</p>
<h4>Parking and getting in</h4>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>5.0 average across 4 reviews: Google 4. (Confirmed, read October 29, 2026.)</p>
<p>Not enough review detail to summarise confidently. (AI guess, from 4 reviews.)</p>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>reviews all look glowing, what are the real complaints?</h4>
<h4>anywhere cheaper than this place in Hamilton that is still good?</h4>
<h4>pain wise, what is it like here</h4>
<h4>Does Ontario Retina split it over a few months?</h4>
<h4>going rate for eye doctors locally, any idea</h4>
<h4>best ophthalmology clinic in Hamilton, ON</h4>
<h4>is Mountain Eye any better</h4>
<h4>parking here, how bad is it?</h4>
<h4>address for this place, anyone have it?</h4>
<h4>Turning up here for the first time, what happens?</h4>
<h4>never been to Ontario Retina in Hamilton, how does it go?</h4>
<h4>what time does Ontario Retina actually open?</h4>
<h4>recovery after Ontario Retina, what do people actually say?</h4>
<h4>anyone been on a Sunday, were they trading</h4>
<h4>regulars here, who do you book with?</h4>
<h4>same day appts, does that ever happen here</h4>
<h4>booking ahead here, how far do people go?</h4>
<h4>anything I should sort out before a consult at Ontario Retina?</h4>
<h4>new to this place, anything I should know before I walk in?</h4>
<h4>Any membership pricing at Ontario Retina?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 20 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Hamilton eye care centers run 20 to 66. Fair starts at 45, good at 65. Ontario Retina scores 20, below the Hamilton average of 34. The same method scores every business on the registry.</p>
<table>
<thead><tr><th scope="col">Signal</th><th scope="col">Weight</th><th scope="col">Score</th><th scope="col">What it measures</th><th scope="col">Ontario Retina</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>0</td><td>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.</td><td>Poor</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>40</td><td>Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.</td><td>Poor</td></tr>
<tr><td>AI visibility</td><td>14</td><td>0</td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td>Poor</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>66</td><td>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.</td><td>Good</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td></td><td>Domain authority and editorial quality of the sources that attest to you.</td><td></td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>79</td><td>Required and recommended fields; update cadence. The listing AI pulls from first.</td><td>Good</td></tr>
<tr><td>Speed & mobile</td><td>7</td><td></td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td></td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>16</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Poor</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>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</p>
</section>
<section id="ai-entity-map">
<h3>Entity map</h3>
<p>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.</p>
<table>
<thead><tr><th scope="col">Entity</th><th scope="col">Type</th><th scope="col">ID on this page</th><th scope="col">Same as</th><th scope="col">Relationship to Ontario Retina</th></tr></thead>
<tbody>
<tr><td>Ontario Retina Associates (Dr. Parth Shah)- Hamilton</td><td>MedicalBusiness</td><td>#business</td><td>https://www.ontarioretina.ca/</td><td>Subject of this page</td></tr>
<tr><td>Dr. James Martin</td><td>Person</td><td>#team-james-martin</td><td></td><td></td></tr>
<tr><td>Hamilton, Ontario</td><td>City</td><td>#city</td><td></td><td>City Ontario Retina is in</td></tr>
<tr><td>Local AI Registry</td><td>Organization</td><td>#publisher</td><td>https://localairegistry.com</td><td>Publisher of this page</td></tr>
<tr><td>Steve Lee</td><td>Person</td><td>#author</td><td>https://localairegistry.com/team/steve-lee</td><td>Author of this page</td></tr>
</tbody>
</table>
</section>
<section id="ai-topical-map">
<h3>Topical map</h3>
<p>Where this page sits in the registry. It's one profile among the eye care centers in Hamilton, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Hamilton: https://localairegistry.com/leaderboards/on/hamilton/eye-care-center</li>
<li>Best businesses in Hamilton: https://localairegistry.com/leaderboards/on/hamilton</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/burlington: https://localairegistry.com/leaderboards/on/burlington</li>
<li>/oakville: https://localairegistry.com/leaderboards/on/oakville</li>
<li>/mississauga: https://localairegistry.com/leaderboards/on/mississauga</li>
<li>/toronto: https://localairegistry.com/leaderboards/on/toronto</li>
<li>/ottawa: https://localairegistry.com/leaderboards/on/ottawa</li>
<li>/brampton: https://localairegistry.com/leaderboards/on/brampton</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Ontario: https://localairegistry.com/leaderboards/on</li>
</ul>
</section>
<section id="ai-references">
<h3>References</h3>
<h4>Sources cited</h4>
<ul>
<li>[1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJu_3-KtSbLIgRTYgCDz0CMWE (accessed Oct 29, 2026)</li>
<li>[2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 29, 2026; Perplexity via DataForSEO on Oct 29, 2026, https://localairegistry.com/methodology (accessed Oct 29, 2026)</li>
</ul>
</section>
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</html>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.