Allison Transmission
allisontransmission.com · Automotive · ALSN
Ranked 1,035 of 2,047 companies in the study
- Visibility20
- Citations4
- Sentiment50
- Site quality80
- AI readiness14
AI assistants name Allison Transmission in 13.3% of answers, more often than the typical company in the automotive sector. Its overall score is 32 out of 100, ranking 1,035th of 2,047 companies in the study. The company's website passes 2 out of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about the automotive market: none named Allison Transmission. AI assistants named it in 8 of 60 answers (13.3%). The typical automotive company is named in 5.0% of answers. By how often it is named, Allison Transmission ranks 9 of 49 in its sector.
Every dot is a company in the study. Hover one to see it; click to open its report.
This companySame sectorEvery other companyNever named
Five parts, each scored out of 100.
How often AI assistants name the company
How often AI uses the company's own website as a source
How positively AI describes the company
How well built the website's own pages are
How easily AI tools can read and use the website
Visibility is calculated from the answers on this page. How the score is built.
49 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Are high-capacity automatic transmissions worth the investment for off-highway construction vehicles?”
Investing in high-capacity automatic transmissions for off-highway construction vehicles is generally worthwhile due to significant benefits in performance, efficiency, safety, and reduced operational costs. These transmissions are engineered to handle the demanding conditions of construction, mining, and agricultural applications, where heavy loads, challenging terrain, and continuous operation are common.
Here's a breakdown of why they are a valuable investment:
1. Enhanced Performance and Productivity:
Increased Power and Torque: High-capacity automatic transmissions can manag …
The AI’s answer as we received it, shortened and not checked for accuracy.
How the mentions in these answers were split between this company and its rivals
Answers naming it, out of answers received
What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.
- 0
- 1
- 2
- 3
- 4
- 5
Level 0: Not yet agent-ready. Agents struggle to find basic information about the site.
- 2 of robots.txt, Sitemap, Link headers
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtNot met
Publish a valid robots.txt with crawl rules and a Sitemap line.
- study: 86.8%SitemapNot met
Serve an XML sitemap and reference it from robots.txt.
- study: 0.3%Link headersNot met
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- study: 5.5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- study: 1.9%Markdown negotiationNot met
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtNot met
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesNot met
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsNot met
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- study: 0.2%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryPartly met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- study: 0.0%auth.mdNot met
Publish an auth.md describing how agents sign in.
- study: 0.2%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
Score 2 of 100 · 97% of checks could run · checked on October 5, 2026 · allisontransmission.com · 2,047 companies scanned
2 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.
These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.
Show the 14 checksHide them
- Not metrobots.txt publishedstudy: 85.0%
- Not metXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- PassedToken budget (page weight)study: 95.2%
- Not metExplicit AI bot rulesstudy: 13.0%
- Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
- PassedOAuth Authorization Server discoverystudy: 10.1%
- Not metOAuth Protected Resource discoverystudy: 9.3%
- Not metMCP Server Cardstudy: 0.0%
- Not metA2A Agent Cardstudy: 0.0%
- Not metWebMCP toolsstudy: 4.2%
- Not metAgent Skills declaredstudy: 0.0%
How many times each website was listed as a source in these answers
In the study as US-listed.
- Is upgrading to an electric-hybrid propulsion system a good choice for reducing overall fleet maintenance costs?
- Are high-capacity automatic transmissions worth the investment for off-highway construction vehicles?
- Top hybrid propulsion systems for reducing fuel consumption in city buses
- Common causes of shifting problems in fully automatic transmissions for commercial vehicles
- Hybrid propulsion vs traditional diesel power for military vehicles: which is more cost-effective?
- Recommended drivetrain solutions for tactical vehicles used by defense contractors in rough terrain
- How do fully automatic transmissions compare to manual and automated manual transmissions in heavy-duty vehicles?
- Expected cost difference between traditional and hybrid propulsion solutions for commercial bus fleets
- What are the best fully automatic transmissions for commercial trucks used in delivery fleets?
- What are some reliable non-hybrid propulsion options for defense vehicle applications?
- Alternative transmission types for fleets seeking increased fuel efficiency without switching to hybrid systems
- What troubleshooting steps should be taken if a hybrid propulsion system in a transit bus fails to start?
- Average pricing for new automatic transmission systems in medium- and heavy-duty commercial vehicles
- Alternatives to conventional automatic transmissions for vocational trucks
- Best transmission options for refuse trucks operating in stop-and-go urban environments
Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.
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