- Visibility21
- Citations5
- Sentiment50
- Site quality80
- AI readiness29
AI assistants name LD Products, Inc. in 15% of their answers, which is more often than the typical company in its sector. Its overall score is 34 out of 100, ranking 894th of 2,047 companies. The website passes 4 of 14 technical checks for AI tool readiness.
We asked 15 unbranded questions about the retail market: none named LD Products, Inc. AI assistants named it in 9 of 60 answers (15.0%). The typical retail company is named in 6.7% of answers. By how often it is named, LD Products, Inc. ranks 194 of 640 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.
640 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“What are the best-rated replacement printer ink cartridges for home office use?”
I'll search for the best-rated replacement printer ink cartridges for home office use.Based on the search results, here are some well-regarded options for replacement printer ink cartridges for home office use:
Genuine OEM Cartridges
Popular genuine options include Epson 212, HP 962XL, HP 63/65, HP 910, and HP 952XL cartridges, along with Canon cartridges like the PG-243/CL-244 combo packs.
Third-Party and Compatible Cartridges
The most dependable compatible and remanufactured ink comes from established US specialty sellers such as Castle Ink, LD Products and 123inkjets, which publis …
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
Not by itself. LD Products, Inc. publishes none of the purchase protocols we look for. An agent would have to click through the checkout like a person.
- UCPNot present
- ACPNot present
- AP2Not present
- x402Not present
- MPPNot present
The shop runs on Magento.
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 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 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 32 of 100 · 97% of checks could run · checked on October 5, 2026 · www.ldproducts.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 1 AI crawler by name. All others follow its general rules.
- GPTBotpartly
- ClaudeBotpartly
- Anthropic-AIpartly
- Google-Extendedpartly
- Applebot-Extendedpartly
- Meta-ExternalAgentpartly
- FacebookBotpartly
- Bytespiderpartly
- CCBotpartly
- Diffbotpartly
- Omgilibotpartly
- OAI-SearchBot*allowed
- Claude-SearchBotpartly
- PerplexityBotpartly
- Applebotpartly
- Amazonbotpartly
- YouBotpartly
- ChatGPT-Userpartly
- Claude-Userpartly
- Perplexity-Userpartly
- DuckAssistBotpartly
- MistralAI-Userpartly
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 US retailers: listed as a retailer in Wikidata, a public database, and among the websites Cloudflare Radar ranks as visited.
- What options exist for affordable printer ink for students and families on a tight budget?
- How do remanufactured toner cartridges compare to compatible cartridges for laser printers?
- Can I use refill kits or remanufactured cartridges instead of brand-name printer ink?
- Are third-party ink cartridges a good value for small business printing needs?
- Is it worth switching to compatible toner cartridges instead of original ones for high-volume printing?
- What are the differences between buying OEM and third-party printer ink cartridges for everyday printing?
- What are the best-rated replacement printer ink cartridges for home office use?
- What replacement cartridges are recommended for printers used mainly for black and white business documents?
- Are there any bulk discounts or multi-pack deals for third-party ink and toner cartridges?
- Where can I find low-cost printer ink and toner cartridges that work with major printer brands?
- How can I fix print quality issues when using replacement ink cartridges?
- How much can I expect to save by using compatible printer cartridges instead of original brand cartridges?
- Which type of printer ink is best for printing photographs and color documents at home?
- What are some effective alternatives to buying new OEM ink cartridges?
- What should I do if my printer does not recognize non-OEM cartridges?
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/ldproducts.com"><img src="https://aeo-audit.rezolve.com/us/badges/ldproducts.com.svg" alt="Overall score 34 of 100, US AI Visibility Study 2026" width="280" height="64"></a>