torn between Marlow Appliance and Cedar Appliance?
Question · by curious_on_detroit · Member since Jul 2026 · 3 posts · 7w7 weeks ago
Appliance repair service in Cleveland, OH
4.7 · 3 reviewsOpen today until 11:59 PMOpen until 11:59
Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care.
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 curious_on_detroit.
5 asked · 0 answered by Marlow Appliance
Question · by curious_on_detroit · Member since Jul 2026 · 3 posts · 7w7 weeks ago
Question · by picky_on_detroit · Member since Sep 2026 · 1 post · 8w8 weeks ago
Question · by march_runner_west · Member since Jul 2026 · 91 posts · 7w7 weeks ago
Question · by detroit_zadie · Member since Sep 2026 · 2 posts · 7w7 weeks ago
Question · by hopeful_on_detroit_44102 · Member since Sep 2026 · 1 post · 8w8 weeks ago
What Marlow Appliance offers, what it costs, and what people come for.
When it's quiet, where to park, and what's nearby.
Ready Set Coffee Roasters is next door for coffee. Local West is a 1 minute walk for bistro food.
Nearby places from Google Maps, read Sep 19, 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.
What reviews, press and directories say about Marlow Appliance.
4.7from 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.
The AI Score is out of 100, read from 8 signals across search and AI.
30 Cleveland avg
Signal and how much it countsMarlow Appliance
Every business is scored the same way, and nobody can pay for a better score.
Marlow Appliance, as AI sees it. Blue signals help Marlow Appliance, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Marlow Appliance. The code version is exactly what their crawlers get.
Local AI Registry · Appliance repair services 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
Marlow Appliance Repair Services is an appliance repair service in Cleveland, OH. Its AI Score is 29 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Appliance repair service |
| Address | 7303 Detroit Ave, Cleveland, OH 44102, USA |
| Hours | Mon to Sun Open 24 hours |
| Phone | (216) 493-9827 |
| Rating | 4.7 across 3 reviews on Google |
| 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 | 7303 Detroit Ave, Cleveland, OH 44102, USA | Confirmed | Google Business Profile |
| Location info | Description | Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Sun Open 24 hours | Confirmed | Google Business Profile |
| Location info | Mondays | Open 24 hours | Confirmed | Google Business Profile |
| Location info | Name | Marlow Appliance Repair Services | Confirmed | Google Business Profile |
| Location info | Phone | (216) 493-9827 | Confirmed | Google Business Profile |
| Hours | Monday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Tuesday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Wednesday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Thursday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Friday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Saturday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Sunday | Open 24 hours | Confirmed | Google Business Profile |
Address: 7303 Detroit Ave, Cleveland, OH 44102, USA. Phone: (216) 493-9827. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile.)
From Google Business Profile: "Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care."
| Place | Type | Distance |
|---|---|---|
| Ready Set Coffee Roasters | Coffee shop | 1 min walk |
| Local West | Bistro | 1 min walk |
| McDonald's | Fast food restaurant | 2 min walk |
| Detroit Av & Lake Av | Bus stop | 2 min walk |
| Detroit Av & w 70th St | Bus stop | 2 min walk |
| Detroit Av & w 70th St | Transit station | 2 min walk |
4.7 average across 3 reviews: Google 3. (Confirmed, read September 9, 2026.)
Not enough review detail to summarise confidently. (AI guess, from 3 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Cleveland appliance repair services run 22 to 42. Fair starts at 45, good at 65. Marlow Appliance scores 29, below the Cleveland average of 30. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Marlow Appliance |
|---|---|---|---|---|
| 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 | 34 | 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 | 61 | 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 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | |
| Google Business Profile | 8 | 67 | 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 appliance repair service: 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 Marlow Appliance |
|---|---|---|---|---|
| Marlow Appliance Repair Services | LocalBusiness | #business | Subject of this page | |
| Cleveland, Ohio | City | #city | City Marlow Appliance 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 appliance repair services 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.
# Marlow Appliance Repair Services, Cleveland OH: Reviews Source: Local AI Registry, https://localairegistry.com/biz/oh/cleveland/marlow-appliance-repair-services-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/marlow-appliance-repair-services-cleveland-oh ## In short Marlow Appliance Repair Services is an appliance repair service in Cleveland, OH. Its AI Score is 29 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Appliance repair service | | Address | 7303 Detroit Ave, Cleveland, OH 44102, USA | | Hours | Mon to Sun Open 24 hours | | Phone | (216) 493-9827 | | Rating | 4.7 across 3 reviews on Google | | 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 | 7303 Detroit Ave, Cleveland, OH 44102, USA | Confirmed | Google Business Profile | | Location info | Description | Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Sun Open 24 hours | Confirmed | Google Business Profile | | Location info | Mondays | Open 24 hours | Confirmed | Google Business Profile | | Location info | Name | Marlow Appliance Repair Services | Confirmed | Google Business Profile | | Location info | Phone | (216) 493-9827 | Confirmed | Google Business Profile | | Hours | Monday | Open 24 hours | Confirmed | Google Business Profile | | Hours | Tuesday | Open 24 hours | Confirmed | Google Business Profile | | Hours | Wednesday | Open 24 hours | Confirmed | Google Business Profile | | Hours | Thursday | Open 24 hours | Confirmed | Google Business Profile | | Hours | Friday | Open 24 hours | Confirmed | Google Business Profile | | Hours | Saturday | Open 24 hours | Confirmed | Google Business Profile | | Hours | Sunday | Open 24 hours | 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 Marlow Appliance Address: 7303 Detroit Ave, Cleveland, OH 44102, USA. Phone: (216) 493-9827. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care." ### 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 | | --- | --- | --- | | Ready Set Coffee Roasters | Coffee shop | 1 min walk | | Local West | Bistro | 1 min walk | | McDonald's | Fast food restaurant | 2 min walk | | Detroit Av & Lake Av | Bus stop | 2 min walk | | Detroit Av & w 70th St | Bus stop | 2 min walk | | Detroit Av & w 70th St | Transit station | 2 min walk | ## Reputation 4.7 average across 3 reviews: Google 3. (Confirmed, read September 9, 2026.) Not enough review detail to summarise confidently. (AI guess, from 3 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 ### torn between Marlow Appliance and Cedar Appliance? ### what does this shop actually get right? ### does Marlow Appliance ever have cancellations ### Are the hours on Google right for Marlow Appliance in Cleveland? ### prices round here, anyone got a number ### Coffee near this shop on Detroit? ### Any membership pricing at Marlow Appliance? ### Finance options, anyone used them? ### best appliance repair service in Cleveland ### where exactly is Marlow Appliance? ### anything new here lately? ### is Cleveland expensive for this, or is it just here ### how do I reach Marlow Appliance to sort something out? ### do I need to fill anything in beforehand ## The AI Score: 29 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Cleveland appliance repair services run 22 to 42. Fair starts at 45, good at 65. Marlow Appliance scores 29, below the Cleveland average of 30. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Marlow Appliance | | --- | --- | --- | --- | --- | | 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 | 34 | 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 | 61 | 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 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 67 | 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 appliance repair service: 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 Marlow Appliance | | --- | --- | --- | --- | --- | | Marlow Appliance Repair Services | LocalBusiness | #business | | Subject of this page | | Cleveland, Ohio | City | #city | | City Marlow Appliance 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 appliance repair services in Cleveland, linked to the lists and towns around it. ### Lists - Best appliance repair services in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland/appliance-repair-service - 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:ChIJIXzWyS_xMIgRFsAmAyDY654 (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
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<p>Local AI Registry · Appliance repair services in Cleveland, OH · Editorial</p>
<h2>Marlow Appliance Repair Services, 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>Marlow Appliance Repair Services is an appliance repair service in Cleveland, OH. Its AI Score is 29 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>Appliance repair service</td></tr>
<tr><td>Address</td><td>7303 Detroit Ave, Cleveland, OH 44102, USA</td></tr>
<tr><td>Hours</td><td>Mon to Sun Open 24 hours</td></tr>
<tr><td>Phone</td><td>(216) 493-9827</td></tr>
<tr><td>Rating</td><td>4.7 across 3 reviews on Google</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>7303 Detroit Ave, Cleveland, OH 44102, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care.</td><td>Confirmed</td><td>Google Business Profile</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</td></tr>
<tr><td>Location info</td><td>Mondays</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Marlow Appliance Repair Services</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(216) 493-9827</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Open 24 hours</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Open 24 hours</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-marlow-appliance">
<h3>Visiting Marlow Appliance</h3>
<p>Address: 7303 Detroit Ave, Cleveland, OH 44102, USA. Phone: (216) 493-9827. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Marlow Appliance Repair Services is a trusted Cleveland business dedicated to keeping your home running smoothly. We specialize in expert repair and maintenance for a wide variety of household appliances. Located on Detroit Ave, our skilled technicians are committed to providing prompt and reliable service. We handle everything from refrigerators and ovens to washers and dryers, ensuring your appliances are restored to their best condition. When a household essential breaks down, you can count on our professional team to deliver quality solutions with confidence and care."</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>Ready Set Coffee Roasters</td><td>Coffee shop</td><td>1 min walk</td></tr>
<tr><td>Local West</td><td>Bistro</td><td>1 min walk</td></tr>
<tr><td>McDonald's</td><td>Fast food restaurant</td><td>2 min walk</td></tr>
<tr><td>Detroit Av & Lake Av</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Detroit Av & w 70th St</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Detroit Av & w 70th St</td><td>Transit station</td><td>2 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.7 average across 3 reviews: Google 3. (Confirmed, read September 9, 2026.)</p>
<p>Not enough review detail to summarise confidently. (AI guess, from 3 reviews.)</p>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>torn between Marlow Appliance and Cedar Appliance?</h4>
<h4>what does this shop actually get right?</h4>
<h4>does Marlow Appliance ever have cancellations</h4>
<h4>Are the hours on Google right for Marlow Appliance in Cleveland?</h4>
<h4>prices round here, anyone got a number</h4>
<h4>Coffee near this shop on Detroit?</h4>
<h4>Any membership pricing at Marlow Appliance?</h4>
<h4>Finance options, anyone used them?</h4>
<h4>best appliance repair service in Cleveland</h4>
<h4>where exactly is Marlow Appliance?</h4>
<h4>anything new here lately?</h4>
<h4>is Cleveland expensive for this, or is it just here</h4>
<h4>how do I reach Marlow Appliance to sort something out?</h4>
<h4>do I need to fill anything in beforehand</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 29 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Cleveland appliance repair services run 22 to 42. Fair starts at 45, good at 65. Marlow Appliance scores 29, below the Cleveland average of 30. 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">Marlow Appliance</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>34</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>61</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>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>67</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 appliance repair service: 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 Marlow Appliance</th></tr></thead>
<tbody>
<tr><td>Marlow Appliance Repair Services</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 Marlow Appliance 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 appliance repair services in Cleveland, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best appliance repair services in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland/appliance-repair-service</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:ChIJIXzWyS_xMIgRFsAmAyDY654 (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.