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AI Visibility Scorecard
Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date.
raystransmissions.net · Automotive
Somewhat visible. AI bots can read Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date., but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#9,372 of 320,316 in Automotive for AI visibility
6.1
/10
AEO Score
About Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date.
from our crawl and measurement
"Need auto transmission repair for Menasha, WI? Ray's Transmissions & Auto Center is here to help. Call (920) 722-4223 for a free estimate!." That is how Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.1/10, Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date..
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/raystransmissions-net
Cite this score: Engagemii (2026). "AEO Score for Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date.." Retrieved from https://engagemii.com/aeo/brands/raystransmissions-net
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