- Visibility2
- Citations0
- Sentiment50
- Site quality80
- AI readiness29
AI assistants rarely name Mediacom, mentioning it in 1 of 60 answers. In that answer, AT&T Fiber, Verizon Fios, and Spectrum are also named. Mediacom's overall score is 27 out of 100, ranking 1,556th of 2,047 companies and 26th of 41 in its sector. Its website passes 4 of 14 technical checks for AI tool readiness.
We asked 15 unbranded questions about the telecom market: none named Mediacom. AI assistants named it in 1 of 60 answers (1.7%). The typical telecom company is named in 5.0% of answers. By how often it is named, Mediacom ranks 26 of 41 in its sector.
Named fewer than three times in total. Read this as a sign that AI assistants rarely bring this company up, not as an exact comparison with its rivals.
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.
41 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Best commitment-free home internet plans for families who stream and game daily?”
I'll search for current commitment-free home internet plans that are well-suited for families with heavy streaming and gaming needs.Based on current options, here are the best commitment-free home internet plans for families who stream and game daily:
Top Commitment-Free Options
Spectrum
Spectrum offers no-contract policies and unlimited data on all plans, appealing to those seeking flexibility without long-term commitments. Spectrum offers cable internet in 41 states without data caps, with speeds reaching 1,000 Mbps in most areas. Prices start at $70 for standard standalone gigabit …
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 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.
- Content Signals
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtPassed
A valid robots.txt with crawl rules at the site root.
- study: 86.8%SitemapPassed
An XML sitemap listing the pages, ideally referenced 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 DiscoveryPassed
SVCB or HTTPS records under _agents that advertise agent endpoints.
- 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 rulesPassed
Explicit robots.txt rules for AI crawlers such as GPTBot, ClaudeBot and PerplexityBot.
- 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 discoveryNot 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 34 of 100 · 97% of checks could run · checked on October 5, 2026 · mediacomcable.com · 2,047 companies scanned
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 checksHide them
- Passedrobots.txt publishedstudy: 85.0%
- PassedXML 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%
- PassedExplicit AI bot rulesstudy: 13.0%
- 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%
This website sets rules for 2 AI crawlers by name. All others follow its general rules.
- GPTBot*allowed
- ClaudeBotallowed
- Anthropic-AIallowed
- Google-Extended*allowed
- Applebot-Extendedallowed
- Meta-ExternalAgentallowed
- FacebookBotallowed
- Bytespiderallowed
- CCBotallowed
- Diffbotallowed
- Omgilibotallowed
- OAI-SearchBotallowed
- Claude-SearchBotallowed
- PerplexityBotallowed
- Applebotallowed
- Amazonbotallowed
- YouBotallowed
- ChatGPT-Userallowed
- Claude-Userallowed
- Perplexity-Userallowed
- DuckAssistBotallowed
- MistralAI-Userallowed
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.
How many times each website was listed as a source in these answers
In the study as Consumer brands.
- Where can you find affordable home internet service with included WiFi equipment in the US?
- What internet speed is recommended for families working and studying from home?
- Are no-contract fiber internet plans a good choice for renters?
- Is it worth paying extra for multi-gig internet speeds at home?
- How well do fiber-powered internet plans handle 4K streaming and gaming simultaneously?
- What is the typical cost range for entry-level fiber internet plans in the US?
- What are the fastest and most reliable fiber-powered internet options for homes in the US?
- Best commitment-free home internet plans for families who stream and game daily?
- How can you improve WiFi coverage and security with fiber-connected home internet?
- What are the main alternatives to fiber-powered internet for homes in suburban and rural areas?
- Coaxial-connected fiber vs direct fiber-to-the-home: pros and cons for household internet?
- Are mobile internet or 5G home internet plans competitive with fiber-powered residential options?
- Are there extra fees to watch for when signing up for a residential fiber internet plan?
- How does fiber-powered internet compare to cable internet for residential use?
- Why might fiber-powered home internet speeds drop even with a high-speed plan?
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.