Coffee near this place on Boylston?
Question · by spring_bride_north · 5w5 weeks ago
Passport photo processor in Boston, MA
4.0 · 3 reviewsOpen today until 11:59 PMOpen until 11:59
Eligible to offer 20% cashback to customers who shop here.OrbitBack
29AI ScoreNamed in 0 of 2 answersChatGPT and Gemini, read by Local AI Registry on Aug 13, 2026.ConfirmedVisitor submittedVisitorAI guess
Department of drugstore chain with photo services including prints, custom gifts & passport photos.
Owned by no one, yet
Unclaimed · Never replied
AI checked this page on Aug 13, 2026Last activity 1 month ago, a question from spring_bride_north.
15 asked · 0 answered by CVS Photo
Question · by spring_bride_north · 5w5 weeks ago
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Question · by holiday_runner_south · 7w7 weeks ago
Question · by boston_reed_02116 · 7w7 weeks ago
Question · by boylston_clover · 7w7 weeks ago
Question · by new_year_shopper_north · 8w2 months ago
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Question · by march_reader_north · 9w2 months ago
Question · by weekend_only_on_boylston · 11w2 months ago
Question · by autumn_local_south · 13w3 months ago
Question · by boylston_wren · 12w2 months ago
Question · by new_year_commuter_north · 13w3 months ago
Answers marked AI. Summaries of reviews and the record.
What CVS Photo offers, what it costs, and what people come for.
Reviews not read yet, back on Scan Day.
Services not read yet, back on Scan Day.
No code detected[Photo 1]
No code detected[Photo 2]
No code detected[Photo 3]
No code detected[Photo 4]No one is named here yet. The owner can add who works here.
When it's quiet, where to park, and what's nearby.
Tuesday, before 2 AM.
Busiest Wednesday and Thursday from 7 AM to 4 PM.
Nothing found
Nothing found
Copley, a 1 minute walk for the tram stop Copley Square Park, a 1 minute walk for the city park 7-Eleven, next door for the convenience store brusil inc., a restaurant, is next door.
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.
Usually not too busy now. Busiest Wed and Thu, 7 AM to 4 PM.
What reviews, press and directories say about CVS Photo.
4.0from 3 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.
Not read yet
Not read yet
No updates from CVS Photo yet.
The page ChatGPT, Gemini, Perplexity and Google read about CVS Photo. The code version is exactly what their crawlers get.
Local AI Registry · Passport photo processors in Boston, MA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Former Google Search executive and former Microsoft executive, with 20+ years in digital.
Fact-checked against 2 sources · Published August 13, 2026 · Updated August 13, 2026 · Machine-readable version below
Owner review: not yet. CVS Photo has not checked this page. Claim to review it
Located at 587 Boylston St in Boston, CVS Photo offers passport photo services with a mix of customer experiences. While some patrons have encountered challenges with staff knowledge regarding specific photo requirements, others have praised the service for its convenient location and natural lighting, which enhances the quality of the photos. With a rating of 4 stars from three reviews, this spot has its ups and downs, but it remains a go-to for those in need of quick photo processing in the city.
Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like ChatGPT and Gemini are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.
| Fact | Value |
|---|---|
| Type | Passport photo processor |
| Address | 587 Boylston St, Boston, MA 02116, USA |
| Hours | Mon to Sun Open 24 hours |
| Phone | (617) 437-8414 |
| Owner | Nothing found |
| Rating | 4.0 across 3 reviews on Google |
| Known for | CVS Photo in Boston excels in providing same-day picture printing, with some customers praising the quick service and natural lighting for flattering photos. However, experiences can vary significantly based on staff knowledge. |
| Prices | Nothing found |
| Quietest time | Sunday |
| Parking | Nothing found |
| Last verified | September 18, 2026, 8:56 PM |
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 | 587 Boylston St, Boston, MA 02116, USA | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Location info | Description | Department of drugstore chain with photo services including prints, custom gifts & passport photos. | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Location info | Hours | Mon to Sun Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Location info | Mondays | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Location info | Name | CVS Photo | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Location info | Phone | (617) 437-8414 | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Monday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Tuesday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Wednesday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Thursday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Friday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Saturday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Hours | Sunday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 |
| Services | Service | Custom photo gifts | AI guess | Nothing found |
| Services | Service | Passport photos | AI guess | Nothing found |
| Services | Service | Photo prints | AI guess | Nothing found |
| Links | Website | https://www.cvs.com/store-locator/boston-ma-pharmacies/587-boylston-street-boston-ma-02116/storeid=1217?WT.mc_id=LS_GOOGLE_PHOTO_PT1217 | Confirmed | Google Business Profile, checked Aug 13, 2026 |
These are the 3 services CVS Photo offers, with the price where we have one and where it came from.
| Service | Price | Price mark | Price evidence | Service mark |
|---|---|---|---|---|
| Custom photo gifts | Nothing found | Nothing found | Nothing found | AI guess |
| Passport photos | Nothing found | Nothing found | Nothing found | AI guess |
| Photo prints | Nothing found | Nothing found | Nothing found | AI guess |
Nothing found
Address: 587 Boylston St, Boston, MA 02116, USA. Phone: (617) 437-8414. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile, checked August 13, 2026 at 2:49 AM.)
Business description, written by CVS Photo on its Google Business Profile: "Department of drugstore chain with photo services including prints, custom gifts & passport photos."
Quietest day: Sunday. Busiest day: Thursday. From the popular times on its Google listing.
Nothing found
| Place | Type | Distance |
|---|---|---|
| 7-Eleven | Convenience store | 1 min walk |
| brusil inc. | Restaurant | 1 min walk |
| Esplanade Association | Non-profit organization | 1 min walk |
| Lolita Back Bay | Fine dining restaurant | 1 min walk |
| Public Alley 439 | Tourist attraction | 1 min walk |
| Chick-fil-A | Restaurant | 1 min walk |
4.0 average across 3 reviews: Google 3. (Confirmed, read August 13, 2026.)
Not enough review detail to summarise confidently. (AI guess, from 3 reviews.)
Nothing found
Nothing found
No press story about CVS Photo found yet.
None named yet.
Directory listings not read yet.
CVS Photo hasn't posted an update here yet.
No answer yet
No answer yet
No answer yet
No answer yet
No answer yet
No answer yet
No answer yet
No answer yet
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We ask ChatGPT and Gemini about CVS Photo. These are the answers that disagree with the record.
ChatGPT and Gemini, read by Local AI Registry on Aug 13, 2026.
No capture has disagreed with the record yet.
The AI Score measures how likely AI engines are to recommend a business, and how accurately. Boston passport photo processors run 23 to 38. Fair starts at 45, good at 65. CVS Photo scores 29, below the Boston average of 32. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | CVS Photo |
|---|---|---|---|---|
| Retrieval grounding | 26 | 18 | 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 | 39 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 0 of 2 answers that recommended anyone. |
| Reviews & response | 12 | 53 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Fair |
| Backlink & citation authority | 8 | Not read yet | Domain authority and editorial quality of the sources that attest to you. | No reading has come back for this signal yet. |
| Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 82 | Core Web Vitals at the 75th percentile, on a real phone. | Good |
| Content freshness & schema | 5 | Not read yet | Crawl recency, intent alignment, valid JSON-LD, canonicals. | No reading has come back for this signal yet. |
Full method: https://localairegistry.com/methodology
When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on.
That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, the AI has to pick one. The table above shows the answers that disagree with the record today.
The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that names who helped and what they did tells an AI far more than one that says "great place."
A few checks take ten minutes and tell you more than any rating.
Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.
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 CVS Photo |
|---|---|---|---|---|
| CVS Photo | LocalBusiness | #business | https://www.cvs.com/store-locator/boston-ma-pharmacies/587-boylston-street-boston-ma-02116/storeid=1217?WT.mc_id=LS_GOOGLE_PHOTO_PT1217 | Subject of this page |
| Boston, Massachusetts | City | #city | Nothing found | City CVS Photo is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team | Author of this page |
Where this page sits in the registry. It's one profile among the passport photo processors in Boston, linked to the lists and towns around it.
Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.
The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.
Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.
Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.
Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.
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.
HTTP/2 200 content-type: text/html; charset=utf-8 link: <https://localairegistry.com/biz/ma/boston/cvs-photo-boston-ma>; rel="canonical", <https://localairegistry.com/biz/ma/boston/cvs-photo-boston-ma.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"
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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Lists this page with the day it last changed, the same day the page says it was updated.
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</urlset>A plain index for language models: what the site is, which pages to read first, and where the markdown copies live.
# Local AI Registry > The public record of what AI assistants say about local businesses. Every entry checked, scored, and kept current. Local AI Registry is the editorial, never-sponsored record of what local businesses are known for, and whether AI assistants actually recommend them. We score every local business the same way and rank them: website, reviews, AI visibility, and more. Eight signals, one number from 0 to 100. The heaviest is whether AI can retrieve you at all. ## Read these first - [Local AI Registry](https://localairegistry.com): AI assistants now decide which local business to recommend. - [Methodology](https://localairegistry.com/methodology): Eight signals, one number from 0 to 100. - [Leaderboards](https://localairegistry.com/leaderboards): Browse AI Score leaderboards by state, city, and category. - [About](https://localairegistry.com/about): The honest record of who AI recommends. - [Pricing](https://localairegistry.com/pricing): Four levels of presence, from a free registry entry to being the answer AI gives first in your market. - [Journal](https://localairegistry.com/journal): How AI assistants decide which local businesses to recommend, and what owners can do about it. ## Business pages - [Sitemap](https://localairegistry.com/sitemap.xml): Every business page on the registry, with the day each was last updated. - Every business page has a markdown copy at its own address with `.md` on the end. The copy holds the same facts, marks and sources as the page, in the page's order: the photos with their captions, the team and their licenses, the reviews summary, and the questions locals asked with the replies. The page names it in its head and its HTTP `Link` header.
The article as plain text: the same headings, facts, marks and sources.
# CVS Photo, Boston: a passport photo processor in Boston (2026 guide) Source: Local AI Registry, https://localairegistry.com/biz/ma/boston/cvs-photo-boston-ma. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 2 sources. Updated 2026-08-13. Owner review: not yet. Canonical: https://localairegistry.com/biz/ma/boston/cvs-photo-boston-ma ## Photos -  -  -  -  -  ## In short Located at 587 Boylston St in Boston, CVS Photo offers passport photo services with a mix of customer experiences. While some patrons have encountered challenges with staff knowledge regarding specific photo requirements, others have praised the service for its convenient location and natural lighting, which enhances the quality of the photos. With a rating of 4 stars from three reviews, this spot has its ups and downs, but it remains a go-to for those in need of quick photo processing in the city. Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like ChatGPT and Gemini are saying, not confirmed by anyone). Every mark points to a reference at the end of this page. ## Key facts | Fact | Value | | --- | --- | | Type | Passport photo processor | | Address | 587 Boylston St, Boston, MA 02116, USA | | Hours | Mon to Sun Open 24 hours | | Phone | (617) 437-8414 | | Owner | Nothing found | | Rating | 4.0 across 3 reviews on Google | | Known for | CVS Photo in Boston excels in providing same-day picture printing, with some customers praising the quick service and natural lighting for flattering photos. However, experiences can vary significantly based on staff knowledge. | | Prices | Nothing found | | Quietest time | Sunday | | Parking | Nothing found | | Last verified | September 18, 2026, 8:56 PM | ## All the details Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from. | Group | Fact | Value | Mark | Evidence | | --- | --- | --- | --- | --- | | Location info | Address | 587 Boylston St, Boston, MA 02116, USA | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Location info | Description | Department of drugstore chain with photo services including prints, custom gifts & passport photos. | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Location info | Hours | Mon to Sun Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Location info | Mondays | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Location info | Name | CVS Photo | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Location info | Phone | (617) 437-8414 | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Monday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Tuesday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Wednesday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Thursday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Friday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Saturday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Hours | Sunday | Open 24 hours | Confirmed | Google Business Profile, checked Aug 13, 2026 | | Services | Service | Custom photo gifts | AI guess | Nothing found | | Services | Service | Passport photos | AI guess | Nothing found | | Services | Service | Photo prints | AI guess | Nothing found | | Links | Website | https://www.cvs.com/store-locator/boston-ma-pharmacies/587-boylston-street-boston-ma-02116/storeid=1217?WT.mc_id=LS_GOOGLE_PHOTO_PT1217 | Confirmed | Google Business Profile, checked Aug 13, 2026 | ## Services and prices These are the 3 services CVS Photo offers, with the price where we have one and where it came from. | Service | Price | Price mark | Price evidence | Service mark | | --- | --- | --- | --- | --- | | Custom photo gifts | Nothing found | Nothing found | Nothing found | AI guess | | Passport photos | Nothing found | Nothing found | Nothing found | AI guess | | Photo prints | Nothing found | Nothing found | Nothing found | AI guess | ### Known for - CVS Photo in Boston excels in providing same-day picture printing, with some customers praising the quick service and natural lighting for flattering photos. However, experiences can vary significantly based on staff knowledge. ## The team Nothing found ## Visiting CVS Photo Address: 587 Boylston St, Boston, MA 02116, USA. Phone: (617) 437-8414. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile, checked August 13, 2026 at 2:49 AM.) ### Location info from Google Business Profile Business description, written by CVS Photo on its Google Business Profile: "Department of drugstore chain with photo services including prints, custom gifts & passport photos." ### When to go Quietest day: Sunday. Busiest day: Thursday. From the popular times on its Google listing. ### Parking and getting in Nothing found ### Nearby | Place | Type | Distance | | --- | --- | --- | | 7-Eleven | Convenience store | 1 min walk | | brusil inc. | Restaurant | 1 min walk | | Esplanade Association | Non-profit organization | 1 min walk | | Lolita Back Bay | Fine dining restaurant | 1 min walk | | Public Alley 439 | Tourist attraction | 1 min walk | | Chick-fil-A | Restaurant | 1 min walk | ## Reputation 4.0 average across 3 reviews: Google 3. (Confirmed, read August 13, 2026.) Not enough review detail to summarise confidently. (AI guess, from 3 reviews.) ### What people like Nothing found ### What people do not like Nothing found ### Press No press story about CVS Photo found yet. ### Awards None named yet. ### Directories Directory listings not read yet. ## Recent updates from CVS Photo CVS Photo hasn't posted an update here yet. ## Questions people ask ### Coffee near this place on Boylston? No answer yet ### quietest day to hit CVS Photo? No answer yet ### Can customers order passport photos online here in Boston? No answer yet ### people keep recommending CVS Photo, what for? No answer yet ### Ballpark for a visit to a processor in Boston? No answer yet ### points or member pricing at CVS Photo, worth signing up? No answer yet ### anyone tell me what a first visit here involves No answer yet ### anything new from CVS Photo lately? No answer yet ### does CVS Photo ever have cancellations No answer yet ### best passport photo processor in Boston No answer yet ### parking at CVS Photo, where does everyone put the car? No answer yet ### Booking at CVS Photo in Boston, how does it work? No answer yet ### what time does this place actually open? No answer yet ### picking between the two, is this place the safer bet? No answer yet ### budget options in Boston, what is decent No answer yet ## What AI gets wrong about CVS Photo We ask ChatGPT and Gemini about CVS Photo. These are the answers that disagree with the record. ChatGPT and Gemini, read by Local AI Registry on Aug 13, 2026. No capture has disagreed with the record yet. ## The AI Score: 29 of 100 The AI Score measures how likely AI engines are to recommend a business, and how accurately. Boston passport photo processors run 23 to 38. Fair starts at 45, good at 65. CVS Photo scores 29, below the Boston average of 32. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | CVS Photo | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 18 | 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 | 39 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 0 of 2 answers that recommended anyone. | | Reviews & response | 12 | 53 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Fair | | Backlink & citation authority | 8 | Not read yet | Domain authority and editorial quality of the sources that attest to you. | No reading has come back for this signal yet. | | Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 82 | Core Web Vitals at the 75th percentile, on a real phone. | Good | | Content freshness & schema | 5 | Not read yet | Crawl recency, intent alignment, valid JSON-LD, canonicals. | No reading has come back for this signal yet. | Full method: https://localairegistry.com/methodology ## How AI decides what to tell you about a passport photo processor When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on. That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, the AI has to pick one. The table above shows the answers that disagree with the record today. The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that names who helped and what they did tells an AI far more than one that says "great place." ## How to choose a passport photo processor in Massachusetts, with or without AI A few checks take ten minutes and tell you more than any rating. - Check that the hours and phone number match on Google, Yelp and the business's own website. Mismatches are how people end up at a locked door. - Read reviews that name a person and what they did. Vague praise is easy to fake. - Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today. - Ask for the price before you go, and ask what it includes. - Where the work needs a license, ask whose license it is and look it up with Massachusetts. ## How to read the marks on this page - Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry. - Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit. - AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it. ## About the author Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine. - Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping. - Industry: medical aesthetics, injectables, med spa operations and marketing. - Disclosure: Local AI Registry sells services to business owners, including CVS Photo if it claims this page. That does not change what this page says. Every fact carries its source. ## Entity map Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other. | Entity | Type | ID on this page | Same as | Relationship to CVS Photo | | --- | --- | --- | --- | --- | | CVS Photo | LocalBusiness | #business | https://www.cvs.com/store-locator/boston-ma-pharmacies/587-boylston-street-boston-ma-02116/storeid=1217?WT.mc_id=LS_GOOGLE_PHOTO_PT1217 | Subject of this page | | Boston, Massachusetts | City | #city | Nothing found | City CVS Photo is in | | Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page | | Steve Lee | Person | #author | https://localairegistry.com/team | Author of this page | ## Topical map Where this page sits in the registry. It's one profile among the passport photo processors in Boston, linked to the lists and towns around it. ### Lists - Best passport photo processors in Boston: https://localairegistry.com/leaderboards/ma/boston/passport-photo-processor - Best businesses in Boston: https://localairegistry.com/leaderboards/ma/boston ### Nearby - /cambridge: https://localairegistry.com/leaderboards/ma/cambridge - /newton: https://localairegistry.com/leaderboards/ma/newton - /somerville: https://localairegistry.com/leaderboards/ma/somerville - /brookline: https://localairegistry.com/leaderboards/ma/brookline - /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 ## Frequently asked questions ### What is AI search optimization for local business? Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it. ### What is Local AI Registry? The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free. ### How does this page help a business get recommended by AI? Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next. ### Who writes the answers here? Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so. ### I own CVS Photo. How do I fix something or rank higher? Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work. ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJ_x4feQx644kRQqsidJL8vLA (accessed Aug 13, 2026) - [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 13, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)
Every file above is free to copy for your own business page. Keep the attribution links to Local AI Registry (https://localairegistry.com) in place: they tell AI engines where the method comes from, and they help us keep this free.
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.
Copy the code, the facts or the reviews. Keep the reference links so readers can check the source. Businesses can post a line like this on their own site:
<p>Read what our neighbors say about us on <a href="https://localairegistry.com/biz/ma/boston/cvs-photo-boston-ma">Local AI Registry</a>.</p>
Or a blog post: “Learn about our customers' experiences, verified by neighbors, on our Local AI Registry page.”
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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</head>
<body>
<main>
<article>
<header>
<p>Local AI Registry · Passport photo processors in Boston, MA · Editorial</p>
<h2>CVS Photo, Boston: a passport photo processor in Boston (2026 guide)</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Former Google Search executive and former Microsoft executive, with 20+ years in digital.</p>
<p>Fact-checked against 2 sources · Published August 13, 2026 · Updated August 13, 2026 · Machine-readable version below</p>
<p>Owner review: not yet. CVS Photo has not checked this page.</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Located at 587 Boylston St in Boston, CVS Photo offers passport photo services with a mix of customer experiences. While some patrons have encountered challenges with staff knowledge regarding specific photo requirements, others have praised the service for its convenient location and natural lighting, which enhances the quality of the photos. With a rating of 4 stars from three reviews, this spot has its ups and downs, but it remains a go-to for those in need of quick photo processing in the city.</p>
<p>Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like ChatGPT and Gemini are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.</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>Passport photo processor</td></tr>
<tr><td>Address</td><td>587 Boylston St, Boston, MA 02116, USA</td></tr>
<tr><td>Hours</td><td>Mon to Sun Open 24 hours</td></tr>
<tr><td>Phone</td><td>(617) 437-8414</td></tr>
<tr><td>Owner</td><td>Nothing found</td></tr>
<tr><td>Rating</td><td>4.0 across 3 reviews on Google</td></tr>
<tr><td>Known for</td><td>CVS Photo in Boston excels in providing same-day picture printing, with some customers praising the quick service and natural lighting for flattering photos. However, experiences can vary significantly based on staff knowledge.</td></tr>
<tr><td>Prices</td><td>Nothing found</td></tr>
<tr><td>Quietest time</td><td>Sunday</td></tr>
<tr><td>Parking</td><td>Nothing found</td></tr>
<tr><td>Last verified</td><td>September 18, 2026, 8:56 PM</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>587 Boylston St, Boston, MA 02116, USA</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Location info</td><td>Description</td><td>Department of drugstore chain with photo services including prints, custom gifts & passport photos.</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Sun Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Location info</td><td>Mondays</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Location info</td><td>Name</td><td>CVS Photo</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(617) 437-8414</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Monday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Friday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
<tr><td>Services</td><td>Service</td><td>Custom photo gifts</td><td>AI guess</td><td>Nothing found</td></tr>
<tr><td>Services</td><td>Service</td><td>Passport photos</td><td>AI guess</td><td>Nothing found</td></tr>
<tr><td>Services</td><td>Service</td><td>Photo prints</td><td>AI guess</td><td>Nothing found</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.cvs.com/store-locator/boston-ma-pharmacies/587-boylston-street-boston-ma-02116/storeid=1217?WT.mc_id=LS_GOOGLE_PHOTO_PT1217</td><td>Confirmed</td><td>Google Business Profile, checked Aug 13, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>These are the 3 services CVS Photo offers, with the price where we have one and where it came from.</p>
<table>
<thead><tr><th scope="col">Service</th><th scope="col">Price</th><th scope="col">Price mark</th><th scope="col">Price evidence</th><th scope="col">Service mark</th></tr></thead>
<tbody>
<tr><td>Custom photo gifts</td><td>Nothing found</td><td>Nothing found</td><td>Nothing found</td><td>AI guess</td></tr>
<tr><td>Passport photos</td><td>Nothing found</td><td>Nothing found</td><td>Nothing found</td><td>AI guess</td></tr>
<tr><td>Photo prints</td><td>Nothing found</td><td>Nothing found</td><td>Nothing found</td><td>AI guess</td></tr>
</tbody>
</table>
<h4>Known for</h4>
<ul>
<li>CVS Photo in Boston excels in providing same-day picture printing, with some customers praising the quick service and natural lighting for flattering photos. However, experiences can vary significantly based on staff knowledge.</li>
</ul>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>Nothing found</p>
</section>
<section id="ai-visiting-cvs-photo">
<h3>Visiting CVS Photo</h3>
<p>Address: 587 Boylston St, Boston, MA 02116, USA. Phone: (617) 437-8414. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile, checked August 13, 2026 at 2:49 AM.)</p>
<h4>Location info from Google Business Profile</h4>
<p>Business description, written by CVS Photo on its Google Business Profile: "Department of drugstore chain with photo services including prints, custom gifts & passport photos."</p>
<h4>When to go</h4>
<p>Quietest day: Sunday. Busiest day: Thursday. From the popular times on its Google listing.</p>
<h4>Parking and getting in</h4>
<p>Nothing found</p>
<h4>Nearby</h4>
<table>
<thead><tr><th scope="col">Place</th><th scope="col">Type</th><th scope="col">Distance</th></tr></thead>
<tbody>
<tr><td>7-Eleven</td><td>Convenience store</td><td>1 min walk</td></tr>
<tr><td>brusil inc.</td><td>Restaurant</td><td>1 min walk</td></tr>
<tr><td>Esplanade Association</td><td>Non-profit organization</td><td>1 min walk</td></tr>
<tr><td>Lolita Back Bay</td><td>Fine dining restaurant</td><td>1 min walk</td></tr>
<tr><td>Public Alley 439</td><td>Tourist attraction</td><td>1 min walk</td></tr>
<tr><td>Chick-fil-A</td><td>Restaurant</td><td>1 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.0 average across 3 reviews: Google 3. (Confirmed, read August 13, 2026.)</p>
<p>Not enough review detail to summarise confidently. (AI guess, from 3 reviews.)</p>
<h4>What people like</h4>
<p>Nothing found</p>
<h4>What people do not like</h4>
<p>Nothing found</p>
<h4>Press</h4>
<p>No press story about CVS Photo found yet.</p>
<h4>Awards</h4>
<p>None named yet.</p>
<h4>Directories</h4>
<p>Directory listings not read yet.</p>
</section>
<section id="ai-recent-updates-from-cvs-photo">
<h3>Recent updates from CVS Photo</h3>
<p>CVS Photo hasn't posted an update here yet.</p>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>Coffee near this place on Boylston?</h4>
<p>No answer yet</p>
<h4>quietest day to hit CVS Photo?</h4>
<p>No answer yet</p>
<h4>Can customers order passport photos online here in Boston?</h4>
<p>No answer yet</p>
<h4>people keep recommending CVS Photo, what for?</h4>
<p>No answer yet</p>
<h4>Ballpark for a visit to a processor in Boston?</h4>
<p>No answer yet</p>
<h4>points or member pricing at CVS Photo, worth signing up?</h4>
<p>No answer yet</p>
<h4>anyone tell me what a first visit here involves</h4>
<p>No answer yet</p>
<h4>anything new from CVS Photo lately?</h4>
<p>No answer yet</p>
<h4>does CVS Photo ever have cancellations</h4>
<p>No answer yet</p>
<h4>best passport photo processor in Boston</h4>
<p>No answer yet</p>
<h4>parking at CVS Photo, where does everyone put the car?</h4>
<p>No answer yet</p>
<h4>Booking at CVS Photo in Boston, how does it work?</h4>
<p>No answer yet</p>
<h4>what time does this place actually open?</h4>
<p>No answer yet</p>
<h4>picking between the two, is this place the safer bet?</h4>
<p>No answer yet</p>
<h4>budget options in Boston, what is decent</h4>
<p>No answer yet</p>
</section>
<section id="ai-what-ai-gets-wrong">
<h3>What AI gets wrong about CVS Photo</h3>
<p>We ask ChatGPT and Gemini about CVS Photo. These are the answers that disagree with the record.</p>
<p>ChatGPT and Gemini, read by Local AI Registry on Aug 13, 2026.</p>
<p>No capture has disagreed with the record yet.</p>
</section>
<section id="ai-score">
<h3>The AI Score: 29 of 100</h3>
<p>The AI Score measures how likely AI engines are to recommend a business, and how accurately. Boston passport photo processors run 23 to 38. Fair starts at 45, good at 65. CVS Photo scores 29, below the Boston average of 32. 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">CVS Photo</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>18</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>39</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>Named in 0 of 2 answers that recommended anyone.</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>53</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>Fair</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>Not read yet</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>No reading has come back for this signal yet.</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>84</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>82</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Good</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>Not read yet</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>No reading has come back for this signal yet.</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
</section>
<section id="ai-how-ai-decides-what-to-tell-you-about-a-passport-photo-processor">
<h3>How AI decides what to tell you about a passport photo processor</h3>
<p>When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on.</p>
<p>That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, the AI has to pick one. The table above shows the answers that disagree with the record today.</p>
<p>The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that names who helped and what they did tells an AI far more than one that says "great place."</p>
</section>
<section id="ai-how-to-choose-a-passport-photo-processor-in-massachusetts-with-or-without-ai">
<h3>How to choose a passport photo processor in Massachusetts, with or without AI</h3>
<p>A few checks take ten minutes and tell you more than any rating.</p>
<ul>
<li>Check that the hours and phone number match on Google, Yelp and the business's own website. Mismatches are how people end up at a locked door.</li>
<li>Read reviews that name a person and what they did. Vague praise is easy to fake.</li>
<li>Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today.</li>
<li>Ask for the price before you go, and ask what it includes.</li>
<li>Where the work needs a license, ask whose license it is and look it up with Massachusetts.</li>
</ul>
</section>
<section id="ai-how-to-read-the-marks-on-this-page">
<h3>How to read the marks on this page</h3>
<ul>
<li>Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.</li>
<li>Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.</li>
<li>AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.</li>
</ul>
</section>
<section id="ai-about-the-author">
<h3>About the author</h3>
<p>Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.</p>
<ul>
<li>Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.</li>
<li>Industry: medical aesthetics, injectables, med spa operations and marketing.</li>
<li>Disclosure: Local AI Registry sells services to business owners, including CVS Photo if it claims this page. That does not change what this page says. Every fact carries its source.</li>
</ul>
</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 CVS Photo</th></tr></thead>
<tbody>
<tr><td>CVS Photo</td><td>LocalBusiness</td><td>#business</td><td>https://www.cvs.com/store-locator/boston-ma-pharmacies/587-boylston-street-boston-ma-02116/storeid=1217?WT.mc_id=LS_GOOGLE_PHOTO_PT1217</td><td>Subject of this page</td></tr>
<tr><td>Boston, Massachusetts</td><td>City</td><td>#city</td><td>Nothing found</td><td>City CVS Photo 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</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 passport photo processors in Boston, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best passport photo processors in Boston: https://localairegistry.com/leaderboards/ma/boston/passport-photo-processor</li>
<li>Best businesses in Boston: https://localairegistry.com/leaderboards/ma/boston</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/cambridge: https://localairegistry.com/leaderboards/ma/cambridge</li>
<li>/newton: https://localairegistry.com/leaderboards/ma/newton</li>
<li>/somerville: https://localairegistry.com/leaderboards/ma/somerville</li>
<li>/brookline: https://localairegistry.com/leaderboards/ma/brookline</li>
<li>/waltham: https://localairegistry.com/leaderboards/ma/waltham</li>
<li>/wellesley: https://localairegistry.com/leaderboards/ma/wellesley</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Massachusetts: https://localairegistry.com/leaderboards/ma</li>
</ul>
</section>
<section id="ai-frequently-asked-questions">
<h3>Frequently asked questions</h3>
<h4>What is AI search optimization for local business?</h4>
<p>Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.</p>
<h4>What is Local AI Registry?</h4>
<p>The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.</p>
<h4>How does this page help a business get recommended by AI?</h4>
<p>Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.</p>
<h4>Who writes the answers here?</h4>
<p>Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.</p>
<h4>I own CVS Photo. How do I fix something or rank higher?</h4>
<p>Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.</p>
</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:ChIJ_x4feQx644kRQqsidJL8vLA (accessed Aug 13, 2026)</li>
<li>[2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 13, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)</li>
</ul>
</section>
</article>
</main>
</body>
</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.