Local AI Registry · Manufacturers in Bedford, OH · Editorial
Big Bubble Company LLC, Bedford OH: Reviews
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
In short
Big Bubble Company LLC is a manufacturer in Bedford, OH. Its AI Score is 13 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
Key facts
| Fact | Value |
|---|---|
| Type | Manufacturer |
| Address | 194 Talbot Dr #2814, Bedford, OH 44146, USA |
| Phone | (440) 503-8214 |
| Rating | 3.0 across 1 review |
| 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 | 194 Talbot Dr #2814, Bedford, OH 44146, USA | Confirmed | Google Business Profile |
| Location info | Name | Big Bubble Company LLC | Confirmed | Google Business Profile |
| Location info | Phone | (440) 503-8214 | Confirmed | Google Business Profile |
| Services | Service | Bubble production | AI guess | |
| Links | Website | http://www.bigbubblecompany.com/ | Confirmed | Google Business Profile |
Services and prices
Known for
The team
Visiting Big Bubble
Address: 194 Talbot Dr #2814, Bedford, OH 44146, USA. Phone: (440) 503-8214. (Confirmed, Google Business Profile.)
Parking and getting in
Add your parking so AI can tell people where to parkAdd how to find your door so AI can walk people in
Nearby
| Place | Type | Distance |
|---|---|---|
| Center Rd & Talbot Dr | Bus stop | 5 min walk |
| Center Rd & Talbot Dr | Transit station | 5 min walk |
| Center Rd & Gould Av | Bus stop | 5 min walk |
| Center Rd & Ellenwood Av | Bus stop | 5 min walk |
| Center Rd & Ellenwood Av | Transit station | 5 min walk |
| Center Rd & Ellenwood Av | Bus stop | 5 min walk |
Reputation
3.0 average across 1 review.
Press
Awards
Directories
Questions people ask
best manufacturer in Bedford
Big Bubble in Bedford or Acero Manufacturing?
The AI Score: 13 of 100
It measures how likely AI engines are to recommend a business, and how accurately. Bedford manufacturers run 13 to 31. Fair starts at 45, good at 65. Big Bubble scores 13, below the Bedford average of 20. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Big Bubble |
|---|---|---|---|---|
| Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 0 | 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 | 5 | 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. | Poor |
| Backlink & citation authority | 8 | Domain authority and editorial quality of the sources that attest to you. | ||
| Google Business Profile | 8 | 58 | Required and recommended fields; update cadence. The listing AI pulls from first. | Fair |
| Speed & mobile | 7 | 59 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 100 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
How AI decides what to say about a manufacturer: 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 Big Bubble |
|---|---|---|---|---|
| Big Bubble Company LLC | LocalBusiness | #business | http://www.bigbubblecompany.com/ | Subject of this page |
| Bedford, Ohio | City | #city | City Big Bubble 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 manufacturers in Bedford, linked to the lists and towns around it.
Lists
- Best manufacturers in Bedford: https://localairegistry.com/leaderboards/oh/bedford/manufacturer
- 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
Show references (2)
Sources cited
- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJVTj4Y2biMIgRrl2thtTjnJE
- [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Oct 25, 2026)
The code behind this page
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.
1. HTTP response headers
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/big-bubble-company-llc-bedford-oh>; rel="canonical", <https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"
2. Head tags
Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
<meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Big Bubble Company LLC, Bedford OH: Reviews</title> <meta name="description" content="Manufacturer in Bedford, OH. 3.0 on Google from 1 reviews."> <meta name="robots" content="index, follow"> <link rel="canonical" href="https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh"> <link rel="alternate" type="text/markdown" href="https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh.md"> <meta property="og:title" content="Big Bubble Company LLC, Bedford OH: Reviews"> <meta property="og:description" content="Manufacturer in Bedford, OH. 3.0 on Google from 1 reviews."> <meta property="og:url" content="https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh"> <meta property="og:site_name" content="Local AI Registry"> <meta property="og:type" content="website"> <meta name="twitter:card" content="summary_large_image"> <meta name="geo.position" content="41.4013882;-81.5332083"> <meta name="ICBM" content="41.4013882, -81.5332083"> <meta name="geo.region" content="US-OH"> <meta name="geo.placename" content="Bedford">
3. Structured data (JSON-LD)
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.
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "WebPage",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#webpage",
"url": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh",
"name": "Big Bubble Company LLC, Bedford OH: Reviews",
"isPartOf": {
"@id": "https://localairegistry.com/#website"
},
"about": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh"
},
"mainEntity": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh"
},
"breadcrumb": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#breadcrumb"
},
"hasPart": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#locals"
},
"primaryImageOfPage": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-1"
},
"datePublished": "2026-09-09",
"dateModified": "2026-10-28",
"significantLink": [
"https://localairegistry.com/methodology",
"https://localairegistry.com/faq",
"https://localairegistry.com/developers"
]
},
{
"@type": "Article",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#article",
"headline": "Big Bubble Company LLC, Bedford OH: Reviews",
"name": "Big Bubble Company LLC, Bedford OH: Reviews",
"author": {
"@id": "https://localairegistry.com/team/steve-lee"
},
"publisher": {
"@id": "https://localairegistry.com/#organization"
},
"datePublished": "2026-09-09",
"dateModified": "2026-10-28",
"about": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh"
},
"image": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-1"
},
"isPartOf": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#webpage"
},
"mainEntityOfPage": {
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#webpage"
}
},
{
"@type": "Person",
"@id": "https://localairegistry.com/team/steve-lee",
"name": "Steve Lee",
"jobTitle": "Founder and CEO",
"url": "https://localairegistry.com/team/steve-lee",
"worksFor": {
"@id": "https://localairegistry.com/#organization"
}
},
{
"@type": "Organization",
"@id": "https://localairegistry.com/#organization",
"name": "Local AI Registry",
"alternateName": "LAIR",
"url": "https://localairegistry.com/",
"logo": "https://localairegistry.com/images/brand/logo-512.png"
},
{
"@type": "LocalBusiness",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh",
"name": "Big Bubble Company LLC",
"url": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh",
"sameAs": [
"http://www.bigbubblecompany.com/",
"https://www.google.com/maps/place/?q=place_id:ChIJVTj4Y2biMIgRrl2thtTjnJE"
],
"image": [
{
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-1"
},
{
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-2"
},
{
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-3"
},
{
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-4"
},
{
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-5"
}
],
"hasMap": "https://www.google.com/maps/place/?q=place_id:ChIJVTj4Y2biMIgRrl2thtTjnJE",
"geo": {
"@type": "GeoCoordinates",
"latitude": 41.4013882,
"longitude": -81.5332083
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": 3,
"reviewCount": 1,
"bestRating": 5
},
"telephone": "(440) 503-8214",
"address": {
"@type": "PostalAddress",
"streetAddress": "194 Talbot Dr #2814, Bedford, OH 44146, USA",
"addressLocality": "Bedford",
"addressRegion": "OH",
"postalCode": "44146",
"addressCountry": "US"
},
"areaServed": {
"@type": "City",
"name": "Bedford"
},
"knowsAbout": [
"Bubble production"
]
},
{
"@type": "ImageObject",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-1",
"contentUrl": "https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwo6q05pyyens3cmkmta0%2F0.jpg",
"caption": "Photo 1"
},
{
"@type": "ImageObject",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-2",
"contentUrl": "https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwo6q05pyyens3cmkmta0%2F1.jpg",
"caption": "Photo 2"
},
{
"@type": "ImageObject",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-3",
"contentUrl": "https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwo6q05pyyens3cmkmta0%2F2.jpg",
"caption": "Photo 3"
},
{
"@type": "ImageObject",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-4",
"contentUrl": "https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwo6q05pyyens3cmkmta0%2F3.jpg",
"caption": "Photo 4"
},
{
"@type": "ImageObject",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#photo-5",
"contentUrl": "https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwo6q05pyyens3cmkmta0%2F4.jpg",
"caption": "Photo 5"
},
{
"@type": "ItemList",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#locals",
"name": "Questions people ask",
"numberOfItems": 2,
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "best manufacturer in Bedford",
"url": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh/q/best-manufacturer-in-bedford"
},
{
"@type": "ListItem",
"position": 2,
"name": "Big Bubble in Bedford or Acero Manufacturing?",
"url": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh/q/big-bubble-company-llc-or-federal-metal-co-for-manufacturer"
}
]
},
{
"@type": "BreadcrumbList",
"@id": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh#breadcrumb",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://localairegistry.com/"
},
{
"@type": "ListItem",
"position": 2,
"name": "Ohio",
"item": "https://localairegistry.com/leaderboards/oh"
},
{
"@type": "ListItem",
"position": 3,
"name": "Bedford",
"item": "https://localairegistry.com/leaderboards/oh/bedford"
},
{
"@type": "ListItem",
"position": 4,
"name": "Manufacturers",
"item": "https://localairegistry.com/leaderboards/oh/bedford/manufacturer"
},
{
"@type": "ListItem",
"position": 5,
"name": "Big Bubble Company LLC",
"item": "https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh"
}
]
}
]
}4. Markdown copy of this page (big-bubble-company-llc-bedford-oh.md)
The article as plain text: the same headings, facts, marks and sources.
# Big Bubble Company LLC, Bedford OH: Reviews Source: Local AI Registry, https://localairegistry.com/biz/oh/bedford/big-bubble-company-llc-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/big-bubble-company-llc-bedford-oh ## Photos -  -  -  -  -  ## In short Big Bubble Company LLC is a manufacturer in Bedford, OH. Its AI Score is 13 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Manufacturer | | Address | 194 Talbot Dr #2814, Bedford, OH 44146, USA | | Phone | (440) 503-8214 | | Rating | 3.0 across 1 review | | 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 | 194 Talbot Dr #2814, Bedford, OH 44146, USA | Confirmed | Google Business Profile | | Location info | Name | Big Bubble Company LLC | Confirmed | Google Business Profile | | Location info | Phone | (440) 503-8214 | Confirmed | Google Business Profile | | Services | Service | Bubble production | AI guess | | | Links | Website | http://www.bigbubblecompany.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 Big Bubble Add your hours so AI can say when you're open Address: 194 Talbot Dr #2814, Bedford, OH 44146, USA. Phone: (440) 503-8214. (Confirmed, Google Business Profile.) ### 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 | | --- | --- | --- | | Center Rd & Talbot Dr | Bus stop | 5 min walk | | Center Rd & Talbot Dr | Transit station | 5 min walk | | Center Rd & Gould Av | Bus stop | 5 min walk | | Center Rd & Ellenwood Av | Bus stop | 5 min walk | | Center Rd & Ellenwood Av | Transit station | 5 min walk | | Center Rd & Ellenwood Av | Bus stop | 5 min walk | ## Reputation 3.0 average across 1 review. ### 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 ### best manufacturer in Bedford ### Big Bubble in Bedford or Acero Manufacturing? ## The AI Score: 13 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Bedford manufacturers run 13 to 31. Fair starts at 45, good at 65. Big Bubble scores 13, below the Bedford average of 20. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Big Bubble | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor | | Off-property attestation | 20 | 0 | 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 | 5 | 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. | Poor | | Backlink & citation authority | 8 | | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 58 | Required and recommended fields; update cadence. The listing AI pulls from first. | Fair | | Speed & mobile | 7 | 59 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 100 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | Full method: https://localairegistry.com/methodology How AI decides what to say about a manufacturer: 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 Big Bubble | | --- | --- | --- | --- | --- | | Big Bubble Company LLC | LocalBusiness | #business | http://www.bigbubblecompany.com/ | Subject of this page | | Bedford, Ohio | City | #city | | City Big Bubble 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 manufacturers in Bedford, linked to the lists and towns around it. ### Lists - Best manufacturers in Bedford: https://localairegistry.com/leaderboards/oh/bedford/manufacturer - 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:ChIJVTj4Y2biMIgRrl2thtTjnJE - [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Oct 25, 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
References, including locals
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.
- best manufacturer in Bedford Question by summit_view_local_36, Sep 4, 2026. localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh/q/best-manufacturer-in-bedford
- Big Bubble in Bedford or Acero Manufacturing? Question by bedford_corner_stop_98, Aug 14, 2026. localairegistry.com/biz/oh/bedford/big-bubble-company-llc-bedford-oh/q/big-bubble-company-llc-or-federal-metal-co-for-manufacturer
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