where exactly is Scranton?
Question · by first_timer_on_24th · Member since Aug 2026 · 2 posts · 7w7 weeks ago
Auto repair shop in Cleveland, OH
5.0 · 310 reviewsOpens today at 10 AMOpens today at 10 AM
Scranton Automotive, located at 1561 E 24th St in Cleveland, Ohio, has earned a stellar reputation for its exceptional customer service and reliable auto repairs. With a perfect rating of 5 stars from over 310 reviews, patrons frequently commend the staff for their professionalism and accommodating nature. Whether it's a quick tire repair or a more complex brake replacement, customers appreciate the transparent pricing and thorough explanations provided by the knowledgeable team. Many have found their services to be not only efficient but also refreshingly honest, making Scranton Automotive a trusted choice for local drivers.
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 Sep 9, 2026Last activity 1 month ago, a question from first_timer_on_24th.
4 asked · 0 answered by Scranton
Question · by first_timer_on_24th · Member since Aug 2026 · 2 posts · 7w7 weeks ago
Question · by may_local_south · Member since Jul 2026 · 87 posts · 8w8 weeks ago
Question · by walk_in_on_24th · Member since Aug 2026 · 3 posts · 8w8 weeks ago
Question · by circling_on_24th · Member since Aug 2026 · 2 posts · 7w7 weeks ago
What Scranton offers, what it costs, and what people come for.
No code detected[Photo 1]
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Sunday, before noon.
Busiest Monday and Friday from noon to 6.
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.
Closed now. Busiest Mon and Fri, noon to 6.
What reviews, press and directories say about Scranton.
5.0from 310 reviews on Google
Scranton Automotive stands out for its honest service and accommodating scheduling, making it a go-to for reliable auto repairs in Cleveland. Customers describe Scranton Automotive as a reliable and accommodating auto repair shop where mechanics like Harry and Andy provide efficient service. Many appreciate the transparent communication regarding repairs and pricing, creating a sense of trust and satisfaction. The atmosphere is friendly, with some even mentioning the presence of cute dogs that add to the experience.
The AI Score is out of 100, read from 8 signals across search and AI.
25 Cleveland avg
Signal and how much it countsScranton
Every business is scored the same way, and nobody can pay for a better score.
Scranton, as AI sees it. Blue signals help Scranton, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Scranton. The code version is exactly what their crawlers get.
Local AI Registry · Auto repair shops in Cleveland, OH · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated September 9, 2026.
Published September 9, 2026 · Updated September 9, 2026 · Machine-readable version below
Scranton Automotive is an auto repair shop in Cleveland, OH. Its AI Score is 34 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Auto repair shop |
| Address | 1561 E 24th St, Cleveland, OH 44114, USA |
| Hours | Mon to Fri 10 AM to 9 PM · Sat to Sun 11 AM to 8 PM |
| Phone | (216) 507-7551 |
| Rating | 5.0 across 310 reviews on Google |
| Quietest time | Sunday |
| Updated | September 9, 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 | 1561 E 24th St, Cleveland, OH 44114, USA | Confirmed | Google Business Profile |
| Location info | Description | Complete auto repair. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 10:00 AM to 9:00 PM · Sat to Sun 11:00 AM to 8:00 PM | Confirmed | Google Business Profile |
| Location info | Name | Scranton Automotive | Confirmed | Google Business Profile |
| Location info | Phone | (216) 507-7551 | Confirmed | Google Business Profile |
| Hours | Monday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | 11:00 AM to 8:00 PM | Confirmed | Google Business Profile |
| Hours | Sunday | 11:00 AM to 8:00 PM | Confirmed | Google Business Profile |
Address: 1561 E 24th St, Cleveland, OH 44114, USA. Phone: (216) 507-7551. Hours: Mon to Fri 10 AM to 9 PM · Sat to Sun 11 AM to 8 PM. (Confirmed, Google Business Profile.)
Quietest day: Sunday. Busiest day: Friday. From the popular times on its Google listing.
| Place | Type | Distance |
|---|---|---|
| Payne Av & E 24th St | Bus stop | 2 min walk |
| Payne Av & E 24th St | Transit station | 2 min walk |
| Superior Av & E 24th St | Bus stop | 2 min walk |
| Payne Av & E 24th St | Bus stop | 2 min walk |
| Superior Av & E 24th St | Transit station | 2 min walk |
| Superior Av & E 24th St | Bus stop | 2 min walk |
5.0 average across 310 reviews: Google 310. (Confirmed, read September 9, 2026.)
Scranton Automotive stands out for its honest service and accommodating scheduling, making it a go-to for reliable auto repairs in Cleveland. (AI guess, from 310 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Cleveland auto repair shops run 13 to 52. Fair starts at 45, good at 65. Scranton scores 34, above the Cleveland average of 25. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Scranton |
|---|---|---|---|---|
| Retrieval grounding | 26 | Does not apply | 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. | |
| 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 | 5 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 85 | 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 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | |
| Google Business Profile | 8 | 72 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | Does not apply | Core Web Vitals at the 75th percentile, on a real phone. | |
| Content freshness & schema | 5 | Does not apply | Crawl recency, intent alignment, valid JSON-LD, canonicals. |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an auto repair shop: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business
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 Scranton |
|---|---|---|---|---|
| Scranton Automotive | LocalBusiness | #business | Subject of this page | |
| Cleveland, Ohio | City | #city | City Scranton 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 auto repair shops in Cleveland, 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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}The article as plain text: the same headings, facts, marks and sources.
# Scranton Automotive, Cleveland OH: Reviews Source: Local AI Registry, https://localairegistry.com/biz/oh/cleveland/scranton-automotive-cleveland-oh. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-09-09. Canonical: https://localairegistry.com/biz/oh/cleveland/scranton-automotive-cleveland-oh ## Photos -  -  -  -  -  ## In short Scranton Automotive is an auto repair shop in Cleveland, OH. Its AI Score is 34 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Auto repair shop | | Address | 1561 E 24th St, Cleveland, OH 44114, USA | | Hours | Mon to Fri 10 AM to 9 PM · Sat to Sun 11 AM to 8 PM | | Phone | (216) 507-7551 | | Rating | 5.0 across 310 reviews on Google | | Quietest time | Sunday | | Updated | September 9, 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 | 1561 E 24th St, Cleveland, OH 44114, USA | Confirmed | Google Business Profile | | Location info | Description | Complete auto repair. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 10:00 AM to 9:00 PM · Sat to Sun 11:00 AM to 8:00 PM | Confirmed | Google Business Profile | | Location info | Name | Scranton Automotive | Confirmed | Google Business Profile | | Location info | Phone | (216) 507-7551 | Confirmed | Google Business Profile | | Hours | Monday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 10:00 AM to 9:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | 11:00 AM to 8:00 PM | Confirmed | Google Business Profile | | Hours | Sunday | 11:00 AM to 8:00 PM | 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 Add your team so AI can name who works here ## Visiting Scranton Address: 1561 E 24th St, Cleveland, OH 44114, USA. Phone: (216) 507-7551. Hours: Mon to Fri 10 AM to 9 PM · Sat to Sun 11 AM to 8 PM. (Confirmed, Google Business Profile.) ### When to go Quietest day: Sunday. Busiest day: Friday. From the popular times on its Google listing. ### 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 | | --- | --- | --- | | Payne Av & E 24th St | Bus stop | 2 min walk | | Payne Av & E 24th St | Transit station | 2 min walk | | Superior Av & E 24th St | Bus stop | 2 min walk | | Payne Av & E 24th St | Bus stop | 2 min walk | | Superior Av & E 24th St | Transit station | 2 min walk | | Superior Av & E 24th St | Bus stop | 2 min walk | ## Reputation 5.0 average across 310 reviews: Google 310. (Confirmed, read September 9, 2026.) Scranton Automotive stands out for its honest service and accommodating scheduling, making it a go-to for reliable auto repairs in Cleveland. (AI guess, from 310 reviews.) ### What people like - Fast and affordable tire service - Honest diagnostics and fair pricing - Efficient AC compressor repair ### What people do not like - Long waits for service updates - Unresponsive front desk staff ### 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 ### where exactly is Scranton? ### bad experiences here, anyone? ### Scranton or Broadview & Schaaf Marathon? ### Booking a first visit at Scranton, what happens? ### how do I reach Scranton to sort something out? ### best auto repair shop in Cleveland ### cheaper than Scranton in Cleveland without it being sketchy? ### Busiest day at Scranton, anyone know? ### prices round here, anyone got a number ### membership, worth it or not ### killing time on 24th, any ideas ### do they do payment plans here? ### what has this shop posted recently, I am not on Instagram ### the good stuff about Scranton, what is it? ### people keep recommending this shop, what for? ### Are the hours on Google right for Scranton in Cleveland? ## The AI Score: 34 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Cleveland auto repair shops run 13 to 52. Fair starts at 45, good at 65. Scranton scores 34, above the Cleveland average of 25. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Scranton | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | Does not apply | 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. | | | 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 | 5 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 85 | 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 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 72 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | Does not apply | Core Web Vitals at the 75th percentile, on a real phone. | | | Content freshness & schema | 5 | Does not apply | Crawl recency, intent alignment, valid JSON-LD, canonicals. | | Full method: https://localairegistry.com/methodology How AI decides what to say about an auto repair shop: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business ## 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 Scranton | | --- | --- | --- | --- | --- | | Scranton Automotive | LocalBusiness | #business | | Subject of this page | | Cleveland, Ohio | City | #city | | City Scranton 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 auto repair shops in Cleveland, linked to the lists and towns around it. ### Lists - Best auto repair shops in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland/auto-repair-shop - Best businesses in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland ### Nearby - /columbus: https://localairegistry.com/leaderboards/oh/columbus - /toledo: https://localairegistry.com/leaderboards/oh/toledo - /grove-city: https://localairegistry.com/leaderboards/oh/grove-city - /gahanna: https://localairegistry.com/leaderboards/oh/gahanna - /dublin: https://localairegistry.com/leaderboards/oh/dublin - /reynoldsburg: https://localairegistry.com/leaderboards/oh/reynoldsburg ### Every list - Every leaderboard in Ohio: https://localairegistry.com/leaderboards/oh ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJDcNpEgDxMIgRGNQvi4v46Og (accessed Sep 9, 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
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<p>Local AI Registry · Auto repair shops in Cleveland, OH · Editorial</p>
<h2>Scranton Automotive, Cleveland OH: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated September 9, 2026.</p>
<p>Published September 9, 2026 · Updated September 9, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Scranton Automotive is an auto repair shop in Cleveland, OH. Its AI Score is 34 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>Auto repair shop</td></tr>
<tr><td>Address</td><td>1561 E 24th St, Cleveland, OH 44114, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 10 AM to 9 PM · Sat to Sun 11 AM to 8 PM</td></tr>
<tr><td>Phone</td><td>(216) 507-7551</td></tr>
<tr><td>Rating</td><td>5.0 across 310 reviews on Google</td></tr>
<tr><td>Quietest time</td><td>Sunday</td></tr>
<tr><td>Updated</td><td>September 9, 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>1561 E 24th St, Cleveland, OH 44114, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Complete auto repair.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 10:00 AM to 9:00 PM · Sat to Sun 11:00 AM to 8:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Scranton Automotive</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(216) 507-7551</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>10:00 AM to 9:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>10:00 AM to 9:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>10:00 AM to 9:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>10:00 AM to 9:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>10:00 AM to 9:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>11:00 AM to 8:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>11:00 AM to 8:00 PM</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>
</section>
<section id="ai-visiting-scranton">
<h3>Visiting Scranton</h3>
<p>Address: 1561 E 24th St, Cleveland, OH 44114, USA. Phone: (216) 507-7551. Hours: Mon to Fri 10 AM to 9 PM · Sat to Sun 11 AM to 8 PM. (Confirmed, Google Business Profile.)</p>
<h4>When to go</h4>
<p>Quietest day: Sunday. Busiest day: Friday. From the popular times on its Google listing.</p>
<h4>Parking and getting in</h4>
<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>Payne Av & E 24th St</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Payne Av & E 24th St</td><td>Transit station</td><td>2 min walk</td></tr>
<tr><td>Superior Av & E 24th St</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Payne Av & E 24th St</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Superior Av & E 24th St</td><td>Transit station</td><td>2 min walk</td></tr>
<tr><td>Superior Av & E 24th St</td><td>Bus stop</td><td>2 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>5.0 average across 310 reviews: Google 310. (Confirmed, read September 9, 2026.)</p>
<p>Scranton Automotive stands out for its honest service and accommodating scheduling, making it a go-to for reliable auto repairs in Cleveland. (AI guess, from 310 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Fast and affordable tire service</li>
<li>Honest diagnostics and fair pricing</li>
<li>Efficient AC compressor repair</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits for service updates</li>
<li>Unresponsive front desk staff</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>where exactly is Scranton?</h4>
<h4>bad experiences here, anyone?</h4>
<h4>Scranton or Broadview & Schaaf Marathon?</h4>
<h4>Booking a first visit at Scranton, what happens?</h4>
<h4>how do I reach Scranton to sort something out?</h4>
<h4>best auto repair shop in Cleveland</h4>
<h4>cheaper than Scranton in Cleveland without it being sketchy?</h4>
<h4>Busiest day at Scranton, anyone know?</h4>
<h4>prices round here, anyone got a number</h4>
<h4>membership, worth it or not</h4>
<h4>killing time on 24th, any ideas</h4>
<h4>do they do payment plans here?</h4>
<h4>what has this shop posted recently, I am not on Instagram</h4>
<h4>the good stuff about Scranton, what is it?</h4>
<h4>people keep recommending this shop, what for?</h4>
<h4>Are the hours on Google right for Scranton in Cleveland?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 34 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Cleveland auto repair shops run 13 to 52. Fair starts at 45, good at 65. Scranton scores 34, above the Cleveland average of 25. 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">Scranton</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>Does not apply</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></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>5</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>85</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>Does not apply</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>72</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>Does not apply</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>Does not apply</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td></td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about an auto repair shop: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business</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 Scranton</th></tr></thead>
<tbody>
<tr><td>Scranton Automotive</td><td>LocalBusiness</td><td>#business</td><td></td><td>Subject of this page</td></tr>
<tr><td>Cleveland, Ohio</td><td>City</td><td>#city</td><td></td><td>City Scranton 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 auto repair shops in Cleveland, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best auto repair shops in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland/auto-repair-shop</li>
<li>Best businesses in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/columbus: https://localairegistry.com/leaderboards/oh/columbus</li>
<li>/toledo: https://localairegistry.com/leaderboards/oh/toledo</li>
<li>/grove-city: https://localairegistry.com/leaderboards/oh/grove-city</li>
<li>/gahanna: https://localairegistry.com/leaderboards/oh/gahanna</li>
<li>/dublin: https://localairegistry.com/leaderboards/oh/dublin</li>
<li>/reynoldsburg: https://localairegistry.com/leaderboards/oh/reynoldsburg</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Ohio: https://localairegistry.com/leaderboards/oh</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:ChIJDcNpEgDxMIgRGNQvi4v46Og (accessed Sep 9, 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.