- Visibility9
- Citations0
- Sentiment50
- Site quality87
- AI readiness21
AI assistants rarely name Frontdoor, mentioning the company in just 2 out of 60 answers. In the study, its overall score is 30 out of 100, which ranks 1,244th of 2,047. The website passes 1 of 14 technical checks for AI tool readiness.
We asked 15 unbranded questions about its market: none named Frontdoor. AI assistants named it in 2 of 60 answers (3.3%). The typical company in its group is named in 3.3% of answers. By how often it is named, Frontdoor ranks 31 of 61 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.
61 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“What are the best home maintenance and repair service providers for busy homeowners?”
I'll search for current information about the best home maintenance and repair service providers.Based on current information, here are some of the best home maintenance and repair service providers for busy homeowners:
Platform Types and Options
Instant-booking apps like InstaService or TaskRabbit work well for routine repairs and same-day work, while quote-based marketplaces like Thumbtack, Angi, and HomeAdvisor are better for larger or custom projects. Specialized models like Honey Homes membership, Neighborly franchise, or Frontdoor/American Home Shield warranty can handle ongoing upk …
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%SitemapPartly 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 rulesPartly 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 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 24 of 100 · 97% of checks could run · checked on October 5, 2026 · www.frontdoorhome.com · 2,047 companies scanned
1 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%
- 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%
How many times each website was listed as a source in these answers
In the study as US-listed.
- Best ways to schedule seasonal maintenance for heating and cooling systems?
- Should I get a home maintenance service if my house is newly built?
- How can regular home maintenance services help prevent costly emergency repairs?
- What are some options besides annual service memberships to keep a home well-maintained?
- How can I quickly find trusted professionals for urgent plumbing repairs at home?
- Alternatives to home maintenance service plans for DIY homeowners
- Who offers reliable home repair services for older houses?
- What should I do if my HVAC stops working and I have a home maintenance plan?
- Is investing in a professional home maintenance membership worth it for first-time homeowners?
- What are the best home maintenance and repair service providers for busy homeowners?
- Are whole-home maintenance subscriptions a good value for large families?
- How do annual home maintenance plans compare to pay-as-you-go repair services?
- Are pay-per-repair home services more affordable than annual home care contracts?
- What is the average cost of home maintenance and repair service plans in the US?
- Home warranty vs. on-demand home repair services—what’s the difference?
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.