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LiveWire

livewire.com · Industrial · LVWR

Ranked 143 of 2,047 companies in the study

44Overall score
  • Visibility33
  • Citations2
  • Sentiment94
  • Site quality73
  • AI readiness29
What this means for LiveWire

AI assistants name LiveWire in 21.7% of answers, which is much more often than the typical company in its sector at 5%. LiveWire's overall score is 44 out of 100, ranking 143rd of 2,047 companies and 4th in its sector. Its website passes 4 out of 14 technical checks for AI tool readiness.

We asked 15 unbranded questions about the industrial market: none named LiveWire. AI assistants named it in 13 of 60 answers (21.7%). The typical industrial company is named in 5.0% of answers. By how often it is named, LiveWire ranks 23 of 246 in its sector.

Named by AI in
21.7%
13 of 60 answers
Share of mentions
50.0%
compared with 5 rivals
AI readiness
4/14
technical checks passed. Typical for its sector: 3
Rank in its sector
4 of 246
by overall score, where the typical industrial company scores 31
How LiveWire compares with all 2,047 companies

Every dot is a company in the study. Hover one to see it; click to open its report.

This companySame sectorEvery other companyNever named

What makes up the score

Five parts, each scored out of 100.

Visibility
33

How often AI assistants name the company

Citations
2

How often AI uses the company's own website as a source

Sentiment
94

How positively AI describes the company

Site quality
73

How well built the website's own pages are

AI readiness
29

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Compared with industrial

246 companies in this sector. The line on each bar is the typical company.

Overall score44
Ranks 4 of 246. Typical company: 31
Named in answers22%
Ranks 23 of 246. Typical company: 5%
AI readiness29
Ranks 34 of 246. Typical company: 21
What Gemini actually said

An answer that names the company

“Are electric motorcycles suitable for extended rides beyond city limits?”

Electric motorcycles are increasingly suitable for extended rides beyond city limits, with significant advancements in battery technology, range, and charging infrastructure. While they don't yet fully match the range and quick refueling of gasoline bikes, planned electric touring is now practical and enjoyable.

Here's a breakdown of factors to consider for extended rides:

1. Range and Battery Technology:

Improved Range: Modern electric motorcycles offer considerably better range than earlier models. Some premium touring models can achieve 150-170 miles, and solid-state battery f …

The AI’s answer as we received it, shortened and not checked for accuracy.

Also named
Ryvid2Zero Motorcycles2
Share of mentions

How the mentions in these answers were split between this company and its rivals

LiveWire
61.9%
Ryvid
23.8%
Zero Motorcycles
9.5%
Sondors
4.8%
Energica Motor Company
0.0%
Lightning Motorcycles
0.0%
Which AI assistants named the company

Answers naming it, out of answers received

Gemini
6/15
Perplexity
5/15
Claude
1/15
OpenAI
1/15
Ready for AI agents

What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.

  1. 0
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5

Level 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.

To reach level 2:
  • Content Signals
Show every check, for your technical team
Discoverability
77 of 100
  • robots.txtPassed

    A valid robots.txt with crawl rules at the site root.

    study: 92.0%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced from robots.txt.

    study: 86.8%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 0.3%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 5.5%
Content accessibility
50 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 1.9%
  • llms.txtPassed

    An llms.txt that tells language models what the site offers.

    study: 25.1%
Bot access control
32 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 93.4%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 1.4%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.2%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 0.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 11.8%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 10.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.0%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.2%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.1%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 0.2%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 33.7%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.1%

Score 36 of 100 · 97% of checks could run · checked on October 5, 2026 · www.livewire.com · 2,047 companies scanned

See how every company did, and how this was measured.

The checks behind the AI readiness score

4 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 checks
Discoverability
  • Passedrobots.txt publishedstudy: 85.0%
  • PassedXML sitemapstudy: 73.2%
  • Not metHTTP Link headers (RFC 8288)study: 29.0%
Content Accessibility
  • Not metMarkdown content negotiationstudy: 8.3%
  • Passedllms.txt publishedstudy: 21.7%
  • PassedToken budget (page weight)study: 95.2%
Bot Access Control
  • Not metExplicit AI bot rulesstudy: 13.0%
API / Auth / MCP
  • Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
  • Not metOAuth 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%
What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 84% of the websites whose rules we could read. Every AI crawler follows its general rules.

Training AI
  • GPTBotpartly
  • ClaudeBotpartly
  • Anthropic-AIpartly
  • Google-Extendedpartly
  • Applebot-Extendedpartly
  • Meta-ExternalAgentpartly
  • FacebookBotpartly
  • Bytespiderpartly
  • CCBotpartly
  • Diffbotpartly
  • Omgilibotpartly
AI search
  • OAI-SearchBotpartly
  • Claude-SearchBotpartly
  • PerplexityBotpartly
  • Applebotpartly
  • Amazonbotpartly
  • YouBotpartly
Answering questions
  • ChatGPT-Userpartly
  • Claude-Userpartly
  • Perplexity-Userpartly
  • DuckAssistBotpartly
  • MistralAI-Userpartly

Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.

Websites the AI used as sources

How many times each website was listed as a source in these answers

happyrunsports.com
29
electrek.co
28
motawill.com
25
topspeed.com
20
justdial.com
20
hovsco.com
15
livewire.com (its own website)
14
riders-share.com
11
ultraviolette.com
11
youtube.com
9

In the study as US-listed.

Every question, and where the company came up (7 of 15)
QuestionOpenAIClaudePerplexityGemini
  • What are some alternatives to premium electric motorcycles for eco-friendly urban transportation?
  • What is the average cost of ownership for an electric motorcycle in the United States?
  • Why might my electric motorcycle lose battery range faster than expected?
  • Are electric motorcycles suitable for extended rides beyond city limits?
  • How does a high-performance electric motorcycle compare to traditional sport bikes for acceleration and handling?
  • Electric motorcycle vs gas motorcycle for suburban commuting—pros and cons?
  • How practical are electric motorcycles for commuting in heavy urban traffic?
  • How do electric motorcycle maintenance costs compare to traditional motorcycles?
  • What are the best electric motorcycles for daily urban commuting in the US?
  • Which electric motorcycle models offer the best combination of power and range for US riders?
  • Are there non-motorcycle electric vehicles that suit high-performance city riding?
  • Which electric motorcycles offer the longest range for city riders?
  • What are common charging issues with electric motorcycles and how can I fix them?
  • Are premium all-electric motorcycles worth the higher price for urban riders?
  • What should I look for when buying an electric motorcycle for city and occasional highway use?
named the companyanswered without naming itdid not answer

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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Overall score 44 of 100 badge for LiveWire

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<a href="https://aeo-audit.rezolve.com/us/livewire.com"><img src="https://aeo-audit.rezolve.com/us/badges/livewire.com.svg" alt="Overall score 44 of 100, US AI Visibility Study 2026" width="280" height="64"></a>
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