- Visibility21
- Citations2
- Sentiment50
- Site quality73
- AI readiness14
AI assistants name Tyson Foods in 15% of answers, more often than the typical company in its sector. Its overall score is 31 out of 100, ranking 1,109th of 2,047 companies. The website passes 2 out of 14 technical checks for readiness for AI tools.
We asked 15 unbranded questions about the consumer goods market: none named Tyson Foods. AI assistants named it in 9 of 60 answers (15.0%). The typical consumer goods company is named in 3.3% of answers. By how often it is named, Tyson Foods ranks 26 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
“Average price range for family-sized bags of frozen chicken snacks”
The average price range for family-sized bags of frozen chicken snacks can vary depending on the brand, type of chicken snack (nuggets, strips, bites), and the store. Generally, you can expect to pay anywhere from $5 to $20 for a family-sized bag, with the price per pound often falling between $2.50 and $5.00.
Here's a breakdown of prices from various retailers and brands for family-sized options:
Walmart:
Tyson Frozen White Meat Chicken Nuggets, Family Pack, 64 oz: $12.87 (approximately $0.20/oz)
Great Value Famous Chicken Bites, 3 lb: $14.46 (approximately $0.30 …
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%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 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%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 7 of 100 · 97% of checks could run · checked on October 5, 2026 · www.tyson.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%
- 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%
- 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 S&P 500.
- Why do frozen chicken nuggets sometimes turn out soggy after baking?
- Are ready-to-eat chicken bites actually healthy for a high-protein diet?
- Non-fried alternatives to classic breaded chicken nuggets
- What are easy meal ideas using frozen grilled chicken bites?
- Average price range for family-sized bags of frozen chicken snacks
- Best frozen chicken snacks for kids' lunchboxes
- Is it worth paying more for premium frozen chicken breast strips?
- Are chicken nuggets or popcorn chicken a better choice for picky eaters?
- How do you keep breaded chicken strips crispy when reheating?
- Vegetarian substitutes for frozen chicken snack products
- What are popular ready-to-eat chicken options for quick family dinners?
- How can I serve crispy chicken strips as a party snack?
- Tips for finding affordable protein-rich ready-to-eat chicken options
- Healthiest frozen chicken options at major U.S. grocery stores
- How do frozen grilled chicken bites compare to crispy chicken strips?
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/tyson.com"><img src="https://aeo-audit.rezolve.com/us/badges/tyson.com.svg" alt="Overall score 31 of 100, US AI Visibility Study 2026" width="280" height="64"></a>