Does Bedford Auto Care split it over a few months?
Question · by lowkey_on_broadway · Member since Jul 2026 · 23 posts · 7w7 weeks ago
Auto repair shop in Bedford, OH
4.1 · 105 reviewsOpens today at 8 AMOpens today at 8 AM
Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Replies to reviews · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Sep 9, 2026Last activity 1 month ago, a question from lowkey_on_broadway.
6 asked · 0 answered by Bedford Auto Care
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Question · by bedford_ivy · Member since Sep 2026 · 2 posts · 7w7 weeks ago
What Bedford Auto Care offers, what it costs, and what people come for.
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Brulee Takeout, a restaurant, is a 1 minute walk. Dolphin Family Restaurant, a family restaurant, is a 2 minute walk. The Peijae Dinner Party Restaurant, a restaurant, is a 3 minute walk. Bedford Historical Society & Museum, a museum, is a 3 minute walk. Bedford Falls Cafe, a cafe, is a 4 minute walk. Gionino's Pizzeria, a pizza restaurant, is a 4 minute walk. Tinkers Creek Falls, a park, is a 5 minute walk. Underground Railroad Mural, a tourist attraction, is a 5 minute walk. Veteran's Park, a park, is a 5 minute walk. Willis Picnic Area, Bedford Reservation, a park, is a 6 minute walk. Dave’s Place, a restaurant, is a 6 minute walk. Viaduct Park, a park, is a 6 minute walk.
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 Bedford Auto Care.
4.1from 105 reviews on Google
Bedford Auto Care is known for its honest service but struggles with consistent communication and reliability in repairs. Customers report a mix of experiences at Bedford Auto Care, with some praising the thoroughness and honesty of Junior and his team, especially during urgent repairs like oil leaks. However, many others express frustration over poor communication and unresolved issues, leading to a sense of distrust.
The AI Score is out of 100, read from 8 signals across search and AI.
Signal and how much it countsBedford Auto Care
Every business is scored the same way, and nobody can pay for a better score.
Bedford Auto Care, as AI sees it. Blue signals help Bedford Auto Care, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Bedford Auto Care. The code version is exactly what their crawlers get.
Local AI Registry · Auto repair shops in Bedford, 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
Bedford Auto Care is an auto repair shop. Its AI Score is 50 of 100, which is fair.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Auto repair shop |
| Address | 803 Broadway Ave, Bedford, OH 44146, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (440) 735-4600 |
| Rating | 4.1 across 105 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 | 803 Broadway Ave, Bedford, OH 44146, USA | Confirmed | Google Business Profile |
| Location info | Description | Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Bedford Auto Care | Confirmed | Google Business Profile |
| Location info | Phone | (440) 735-4600 | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Alignment | AI guess | |
| Services | Service | Emission repair | AI guess | |
| Services | Service | General auto repair | AI guess | |
| Services | Service | Oil change | AI guess | |
| Services | Service | Scheduled maintenance | AI guess | |
| Links | https://facebook.com/bedfordauto | AI guess | Our record | |
| Links | Website | http://bedfordautocare.com/ | Confirmed | Google Business Profile |
Address: 803 Broadway Ave, Bedford, OH 44146, USA. Phone: (440) 735-4600. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance."
| Place | Type | Distance |
|---|---|---|
| Brulee Takeout | Restaurant | 1 min walk |
| Dolphin Family Restaurant | Family restaurant | 2 min walk |
| The Peijae Dinner Party Restaurant | Restaurant | 3 min walk |
| Bedford Historical Society & Museum | Museum | 3 min walk |
| Bedford Falls Cafe | Cafe | 4 min walk |
| Gionino's Pizzeria | Pizza restaurant | 4 min walk |
4.1 average across 105 reviews: Google 105. (Confirmed, read September 9, 2026.)
Bedford Auto Care is known for its honest service but struggles with consistent communication and reliability in repairs. (AI guess, from 105 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Auto repair shops on the registry run 13 to 66. Fair starts at 45, good at 65. Bedford Auto Care scores 50. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Bedford Auto Care |
|---|---|---|---|---|
| Retrieval grounding | 26 | 100 | 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. | Good |
| Off-property attestation | 20 | 41 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 76 | 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 | 53 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 64 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 49 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair |
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 Bedford Auto Care |
|---|---|---|---|---|
| Bedford Auto Care | LocalBusiness | #business | http://bedfordautocare.com/ | Subject of this page |
| Bedford, Ohio | City | #city | City Bedford Auto Care 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 Bedford, 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.
HTTP/2 200 content-type: text/html; charset=utf-8 link: <https://localairegistry.com/biz/oh/bedford/bedford-auto-care-bedford-oh>; rel="canonical", <https://localairegistry.com/biz/oh/bedford/bedford-auto-care-bedford-oh.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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# Bedford Auto Care, Bedford OH: Reviews Source: Local AI Registry, https://localairegistry.com/biz/oh/bedford/bedford-auto-care-bedford-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/bedford/bedford-auto-care-bedford-oh ## Photos -  -  -  -  -  ## In short Bedford Auto Care is an auto repair shop. Its AI Score is 50 of 100, which is fair. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Auto repair shop | | Address | 803 Broadway Ave, Bedford, OH 44146, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (440) 735-4600 | | Rating | 4.1 across 105 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 | 803 Broadway Ave, Bedford, OH 44146, USA | Confirmed | Google Business Profile | | Location info | Description | Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile | | Location info | Name | Bedford Auto Care | Confirmed | Google Business Profile | | Location info | Phone | (440) 735-4600 | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | Closed | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Services | Service | Alignment | AI guess | | | Services | Service | Emission repair | AI guess | | | Services | Service | General auto repair | AI guess | | | Services | Service | Oil change | AI guess | | | Services | Service | Scheduled maintenance | AI guess | | | Links | Facebook | https://facebook.com/bedfordauto | AI guess | Our record | | Links | Website | http://bedfordautocare.com/ | 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 Bedford Auto Care Address: 803 Broadway Ave, Bedford, OH 44146, USA. Phone: (440) 735-4600. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance." ### 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 | | --- | --- | --- | | Brulee Takeout | Restaurant | 1 min walk | | Dolphin Family Restaurant | Family restaurant | 2 min walk | | The Peijae Dinner Party Restaurant | Restaurant | 3 min walk | | Bedford Historical Society & Museum | Museum | 3 min walk | | Bedford Falls Cafe | Cafe | 4 min walk | | Gionino's Pizzeria | Pizza restaurant | 4 min walk | ## Reputation 4.1 average across 105 reviews: Google 105. (Confirmed, read September 9, 2026.) Bedford Auto Care is known for its honest service but struggles with consistent communication and reliability in repairs. (AI guess, from 105 reviews.) ### What people like - Affordable exhaust leak repairs - Honesty and transparency in service ### What people do not like - Poor customer service and communication - Inaccurate diagnostics leading to unresolved issues - Long repair times without resolution ### 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 ### Does Bedford Auto Care split it over a few months? ### Worth the hype here? ### anyone tell me what a first visit here involves ### Why do people rate this shop? ### Are the hours on Google right for Bedford Auto Care? ### Any membership pricing here? ### prices round here, anyone got a number ### Calling Bedford Auto Care, or is there a better way? ### planning a Saturday visit, is that a wasted trip ### somewhere cheaper in Bedford that is not a risk? ### where does this shop post updates ### address for Bedford Auto Care, anyone have it? ### bad experiences at Bedford Auto Care, anyone? ### best auto repair shop in Bedford ### picking between the two, is Bedford Auto the safer bet? ### same day slots, does that ever happen here ## The AI Score: 50 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Auto repair shops on the registry run 13 to 66. Fair starts at 45, good at 65. Bedford Auto Care scores 50. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Bedford Auto Care | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 100 | 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. | Good | | Off-property attestation | 20 | 41 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 76 | 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 | 53 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 64 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 49 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair | 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 Bedford Auto Care | | --- | --- | --- | --- | --- | | Bedford Auto Care | LocalBusiness | #business | http://bedfordautocare.com/ | Subject of this page | | Bedford, Ohio | City | #city | | City Bedford Auto Care 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 Bedford, linked to the lists and towns around it. ### Lists - Best auto repair shops in Bedford: https://localairegistry.com/leaderboards/oh/bedford/auto-repair-shop - Best businesses in Bedford: https://localairegistry.com/leaderboards/oh/bedford ### Nearby - /columbus: https://localairegistry.com/leaderboards/oh/columbus - /cleveland: https://localairegistry.com/leaderboards/oh/cleveland - /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 ### 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:ChIJj4pRVGviMIgRvxcw__JBOVE (accessed Sep 9, 2026) - [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Sep 19, 2026)
The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers
Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.
You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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<p>Local AI Registry · Auto repair shops in Bedford, OH · Editorial</p>
<h2>Bedford Auto Care, Bedford 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>Bedford Auto Care is an auto repair shop. Its AI Score is 50 of 100, which is fair.</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>803 Broadway Ave, Bedford, OH 44146, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8 AM to 5 PM · Closed Sat to Sun</td></tr>
<tr><td>Phone</td><td>(440) 735-4600</td></tr>
<tr><td>Rating</td><td>4.1 across 105 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>803 Broadway Ave, Bedford, OH 44146, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Bedford Auto Care</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(440) 735-4600</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Alignment</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Emission repair</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>General auto repair</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Oil change</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Scheduled maintenance</td><td>AI guess</td><td></td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/bedfordauto</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Website</td><td>http://bedfordautocare.com/</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-bedford-auto-care">
<h3>Visiting Bedford Auto Care</h3>
<p>Address: 803 Broadway Ave, Bedford, OH 44146, USA. Phone: (440) 735-4600. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Bedford Auto Care is a AAA approved auto repair facility located in Bedford, Ohio. Servicing all makes and models, Bedford Auto Care specializes in emission repair as an EPA approved Ohio E check repair location. Bedford Auto Care is an ASE blue seal service location, so you can be assured your service will be performed by an ASE certified technician. Call 440 735 4600 or email us at bedfordautocare@gmail.com to schedule your alignment, oil change or scheduled maintenance."</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>Brulee Takeout</td><td>Restaurant</td><td>1 min walk</td></tr>
<tr><td>Dolphin Family Restaurant</td><td>Family restaurant</td><td>2 min walk</td></tr>
<tr><td>The Peijae Dinner Party Restaurant</td><td>Restaurant</td><td>3 min walk</td></tr>
<tr><td>Bedford Historical Society & Museum</td><td>Museum</td><td>3 min walk</td></tr>
<tr><td>Bedford Falls Cafe</td><td>Cafe</td><td>4 min walk</td></tr>
<tr><td>Gionino's Pizzeria</td><td>Pizza restaurant</td><td>4 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.1 average across 105 reviews: Google 105. (Confirmed, read September 9, 2026.)</p>
<p>Bedford Auto Care is known for its honest service but struggles with consistent communication and reliability in repairs. (AI guess, from 105 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Affordable exhaust leak repairs</li>
<li>Honesty and transparency in service</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Poor customer service and communication</li>
<li>Inaccurate diagnostics leading to unresolved issues</li>
<li>Long repair times without resolution</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>Does Bedford Auto Care split it over a few months?</h4>
<h4>Worth the hype here?</h4>
<h4>anyone tell me what a first visit here involves</h4>
<h4>Why do people rate this shop?</h4>
<h4>Are the hours on Google right for Bedford Auto Care?</h4>
<h4>Any membership pricing here?</h4>
<h4>prices round here, anyone got a number</h4>
<h4>Calling Bedford Auto Care, or is there a better way?</h4>
<h4>planning a Saturday visit, is that a wasted trip</h4>
<h4>somewhere cheaper in Bedford that is not a risk?</h4>
<h4>where does this shop post updates</h4>
<h4>address for Bedford Auto Care, anyone have it?</h4>
<h4>bad experiences at Bedford Auto Care, anyone?</h4>
<h4>best auto repair shop in Bedford</h4>
<h4>picking between the two, is Bedford Auto the safer bet?</h4>
<h4>same day slots, does that ever happen here</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 50 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Auto repair shops on the registry run 13 to 66. Fair starts at 45, good at 65. Bedford Auto Care scores 50. 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">Bedford Auto Care</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>100</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>Good</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>41</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>76</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>53</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Fair</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>90</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>64</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Fair</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>49</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Fair</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 Bedford Auto Care</th></tr></thead>
<tbody>
<tr><td>Bedford Auto Care</td><td>LocalBusiness</td><td>#business</td><td>http://bedfordautocare.com/</td><td>Subject of this page</td></tr>
<tr><td>Bedford, Ohio</td><td>City</td><td>#city</td><td></td><td>City Bedford Auto Care 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 Bedford, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best auto repair shops in Bedford: https://localairegistry.com/leaderboards/oh/bedford/auto-repair-shop</li>
<li>Best businesses in Bedford: https://localairegistry.com/leaderboards/oh/bedford</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/columbus: https://localairegistry.com/leaderboards/oh/columbus</li>
<li>/cleveland: https://localairegistry.com/leaderboards/oh/cleveland</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>
</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:ChIJj4pRVGviMIgRvxcw__JBOVE (accessed Sep 9, 2026)</li>
<li>[2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Sep 19, 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.