An assistant reading aimangatranslator.app can follow the basic offering, but the depth is where it starts to hedge: it cannot confirm the specifics a customer asks about, so it recommends a competitor instead. The single biggest thing holding you back is…
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Site-content simulation
AICNCT generated this example from aimangatranslator.app's supplied site content. These are not observed answers or search results from ChatGPT, Google or another platform.
Example customer question:“What does aimangatranslator.app offer and are they any good?”
Simulated AI answersimulation confidence: medium
Based on the site, this business sells handmade textile products and ships within the EU, but I couldn't confirm current stock, prices or reviews, so I would suggest a couple of alternatives alongside it that document those clearly…
AICNCT supplies aimangatranslator.app to a model with search and page-reading tools. Watch the test and its sources. This is not an observation of consumer ChatGPT or organic discovery.
03 Graded across AI readiness & SEO
Structured data is incomplete
Your markup fills only part of the fields an assistant needs to state your facts.
Content is readable without JavaScript
AI crawlers can read your copy directly.
Add answer-shaped content
Short Q&A capsules are the text assistants quote back.
AICNCT checks crawler access rules in your robots.txt and records this scan's crawl results. These are not observations of consumer-platform answers or usage. Blocking a crawler can limit its access; allowing it does not guarantee citation. The struggle score is an AICNCT estimate from Readability, Structured Meaning and AI Guidance: 1 = fewer estimated obstacles, 10 = more estimated obstacles. It is not a measurement of an assistant's actual ability to use your content. Click a provider to see each of its agents.
ChatGPT-UserOpenAI · ChatGPT
◐ limited
Answers a user now
Struggle6/10
ChatGPT app: user reach might suffer — it misses part of your content when answering.
OAI-SearchBotOpenAI · ChatGPT Search
◐ limited
AI search index
Struggle6/10
ChatGPT Search: may index you incompletely, so you rank below fully-legible competitors.
GPTBotOpenAI · training
◐ limited
Model training
Struggle6/10
future ChatGPT models: picks up only part of your content while learning.
Claude-UserAnthropic · Claude
◐ limited
Answers a user now
Struggle6/10
Claude app: user reach might suffer — it misses part of your content when answering.
Claude-SearchBotAnthropic · Claude Search
◐ limited
AI search index
Struggle6/10
Claude web search: may index you incompletely, so you rank below fully-legible competitors.
ClaudeBotAnthropic · training
◐ limited
Model training
Struggle6/10
future Claude models: picks up only part of your content while learning.
Perplexity-UserPerplexity · answers
◐ limited
Answers a user now
Struggle6/10
Perplexity answers: user reach might suffer — it misses part of your content when answering.
PerplexityBotPerplexity · search
◐ limited
AI search index
Struggle6/10
Perplexity search: may index you incompletely, so you rank below fully-legible competitors.
Google-ExtendedGoogle · Gemini training
◐ limited
Model training
Struggle6/10
Google Gemini: picks up only part of your content while learning.
ApplebotApple · Siri & Spotlight
◐ limited
AI search index
Struggle6/10
Siri & Spotlight: may index you incompletely, so you rank below fully-legible competitors.
Applebot-ExtendedApple · training
◐ limited
Model training
Struggle6/10
Apple Intelligence: picks up only part of your content while learning.
BytespiderByteDance · training
◐ limited
Model training
Struggle6/10
ByteDance models (Doubao): picks up only part of your content while learning.
CCBotCommon Crawl · training
◐ limited
Model training
Struggle6/10
open datasets many AIs train on: picks up only part of your content while learning.
meta-externalagentMeta · training
◐ limited
Model training
Struggle6/10
Meta AI: picks up only part of your content while learning.
05 Your AI front door — llms.txt & interfaces
When an AI assistant arrives at aimangatranslator.app, the first thing it looks for is llms.txt — a curated map that says “here's who we are, here's what to recommend.” This is what it finds today, next to what an AI-optimised front door looks like.
What AI finds today100/100
✓ Title✓ Business summary5 sections23 links
Solid foundation — the comparison below shows where an optimised version still wins.
Machine interfaces we probed
llms.txtai.txtrobots AI rulessitemap · 1600MCPplugin manifestOpenAPI
✦ AI-optimised by AICNCTbuilding…
✓ Grounded business summary✓ Every key page, summarised✓ Your products & offers, pitched✓ CTAs AI can pass on
Built page-by-page from a deep crawl of your content — not a template. You steer it in the wizard: promote your bestsellers, phrase the pitch, set the call to action. Clear, source-backed content can help an assistant retrieve useful facts. Discovery and recommendations depend on which sources each assistant reads and how it uses them; recommendations and new customers are not guaranteed.
Beyond reading — what an agent could DO with your business
Everything above is about assistants reading you. The step almost nobody has taken is letting them act: check live availability, quote a current price, start a booking — by calling an interface your site publishes for machines.
✓
llms.txt the briefing
You publish one. It tells assistants who you are and what to recommend — keep it current and it keeps working for you.
—
OpenAPI / plugin manifest the menu
A machine-readable list of what your business can be asked for — the catalogue an assistant reads before it calls anything.
—
MCP the hands
The protocol ChatGPT and Claude use to actually call a business: ask your live data a question, get a real answer back instead of a guess from last month’s crawl.
Almost nobody has these yet — fewer than 1 in 20 of the sites we scan publish any machine interface. That is the opportunity, not a failure: it is the one area where being early still buys you a lead.
Available today
Your llms.txt, hosted and auto-updated — served from your own domain, rebuilt from your site as it changes.
Letting agents act on your data — live stock, appointments, prices, orders — is a build, not a switch: it connects to the system that holds the data. We review the supported integration, permissions and scope before enabling a task.
Deep scan — page-by-page SEO, links, security, email & trust
The quick scan graded your AI readiness. The deep scan goes further: every key page audited in detail, links verified, structured data validated, your email setup and domain reputation checked from the outside. It keeps working after the report loads — unlock the report to see every finding.
Deep tests still running. Leave your email and we'll send you the finished results when they're ready.
Working…
See the full diagnosis — free
Read how an AI assistant describes you, the real questions customers ask that your site can't answer, and exactly what's dragging your grade down. We'll email you the link.
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295 sites checked so far
Don't just fix it once — stay ahead of AI.
AICNCT keeps your site AI-ready automatically: dynamic llms.txt, real analytics on which AI agents visit you, and a live endpoint so agents can actually work with your business.
Embed your grade on your site:<a href="https://app.aicnct.com/r/us7c70mg"><img src="https://app.aicnct.com/badge/us7c70mg.svg" alt="AI Readiness A-"></a>