- Visibility14
- Citations0
- Sentiment50
- Site quality80
- AI readiness21
AI assistants name QVC Group in 11.7% of answers, a bit less often than the typical company in the media sector, which is named in 15% of answers. QVC Group's overall score is 30 out of 100, ranking 1,206th of 2,047 companies. Its website passes 3 out of 14 technical checks for AI tool readiness.
We asked 15 unbranded questions about the media market: none named QVC Group. AI assistants named it in 7 of 60 answers (11.7%). The typical media company is named in 15.0% of answers. By how often it is named, QVC Group ranks 53 of 99 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.
99 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Best places to shop for interactive video-commerce experiences in the US”
Now let me search for specific retailers and shopping destinations offering these experiences:Let me search for more specific platforms and marketplaces:Based on my research, here are the best places to shop for interactive video-commerce experiences in the US:
Major Live Shopping Platforms
Marketplace-Based Platforms
TikTok Shop, Whatnot, and eBay Live are driving growth in livestream commerce. Each has distinct strengths:
TikTok Shop — With over 150 million US users and deeply integrated in-app checkout, TikTok Shop is where impulse-purchase categories — beauty, apparel, home g …
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 · investors.qvcgrp.com · 2,047 companies scanned
3 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%
- 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.
- Is live interactive shopping worth trying for holiday gift shopping?
- Why isn't my live shopping video stream loading on my phone?
- How do prices on live video commerce platforms compare to regular e-commerce sites?
- What are the best live social shopping platforms for finding trending home decor online?
- Best places to shop for interactive video-commerce experiences in the US
- Video-commerce vs in-store shopping: which is better for finding unique deals?
- What should I do if items disappear from my shopping cart during a live sale event?
- Ways to interact with hosts and guests during live video shopping events
- Are there usually exclusive deals during US-based live shopping streams?
- Options for social shopping if I can't watch live video streams
- Are video-driven shopping platforms a good choice for bargain hunters?
- How does live video shopping compare to traditional online shopping for discovering new products?
- How can I use live commerce channels to get fashion styling tips in real time?
- What are alternatives to live video shopping channels for interactive retail therapy?
- Where can I find live shows that feature daily deals on kitchen gadgets and electronics?
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.
A badge of this result that you can show on your own website. Copy the code below.
<a href="https://aeo-audit.rezolve.com/us/libertyinteractive.com"><img src="https://aeo-audit.rezolve.com/us/badges/libertyinteractive.com.svg" alt="Overall score 30 of 100, US AI Visibility Study 2026" width="280" height="64"></a>