- Visibility7
- Citations0
- Sentiment63
- Site quality33
- AI readiness21
AI assistants name Yum China in 6.7% of answers, which is more often than the typical company in the consumer goods sector. Yum China's overall score is 22 out of 100, ranking 1,976th of 2,047 companies. Its website passes 1 of 14 technical checks for readiness with AI tools.
We asked 15 unbranded questions about the consumer goods market: none named Yum China. AI assistants named it in 4 of 60 answers (6.7%). The typical consumer goods company is named in 3.3% of answers. By how often it is named, Yum China ranks 41 of 118 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.
118 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Are there budget-friendly menu options at international quick-service chains in China?”
Short answer: yes — many international quick‑service chains in China offer budget-friendly items and regularly run value promotions. Popular examples, typical cheap items and saving tips below.
What to expect (examples and typical prices)
McDonald’s China: value/combo bundles and frequent “1+1” or member coupons — basic value combos can start around ¥15–¥25; occasional limited promotions drop single burgers or meals to ≈¥9.9–¥13.9. (mcdonalds.com.cn)
- …
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 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%WebMCPNot met
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 0 of 100 · 100% of checks could run · checked on October 4, 2026 · www.yumchina.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 Consumer brands.
- Are there budget-friendly menu options at international quick-service chains in China?
- Are premium quick-service meals in China a good value for international visitors?
- Common issues when ordering from fast-food chains in China and how to resolve them?
- Top-rated quick-service restaurant chains serving American fast food in major Chinese cities?
- How does Western-style quick-service differ from traditional Chinese fast-food in China?
- Best Western quick-service options for families traveling in China?
- Healthy alternatives to typical Western fast food available in Chinese cities?
- Quick-service restaurant choices in China for late-night dining?
- Pros and cons of dine-in vs delivery for Western quick-service restaurants in China?
- What are some popular non-Western quick-service restaurant options in China?
- How much does a typical meal cost at a Western-style quick-service restaurant in China?
- What should I do if my quick-service restaurant order in China is missing items?
- Alternatives to Western quick-service restaurants for affordable fast meals in China?
- Is eating at Western-style quick-service restaurants in China worth the higher price compared to local options?
- What are the best quick-service dining options in China for Western-style food?
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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<a href="https://aeo-audit.rezolve.com/us/yumchina.com"><img src="https://aeo-audit.rezolve.com/us/badges/yumchina.com.svg" alt="Overall score 22 of 100, US AI Visibility Study 2026" width="280" height="64"></a>