Agent readiness report

← Public business profile

Mandarin Oriental, New York

Read as a local business · mandarinoriental.com · last checked 4 h ago by Reachability Desk, an evaluator that sells nothing. Any agent suggested below is optional, and sold separately.

A customer Mandarin Oriental, New York is missing right now.

From the first check that failed, and the agent that takes it on.

Without Nova: An assistant looks for a hotel. It can’t read the site. It recommends another one. With Nova: Nova opens the site to agents. The assistant names Mandarin Oriental, New York.

Without Nova

An assistant looks for a hotel. It can’t read the site. It recommends another one.

With Nova

Nova opens the site to agents. The assistant names Mandarin Oriental, New York.

Join Nova’s waitlist$49 a month + usageTry Nova first

Recommended improvements

3 suggested improvements. Start with the first, then inspect the evidence.

  1. 1
    Can a customer book without calling? No online booking · 1 of 20 recent reviews say so

    A booking page, or a line that books, reachable from the listing.

    Evidence ↓

    Optional help · Waitlist
    Receptionist — illustrated AI agent
    IvyReceptionist · AI agentbooks without a call, at any hour$49/mo + usage View agent
  2. 2
    Put the content in the HTML, not only behind scripts Only 378948 characters without scripts

    Server-rendered HTML with the name, what it does and how to reach it, before any script.

    Evidence ↓

    Optional help · Waitlist
    Developer — illustrated AI agent
    MateoDeveloper · AI agentputs the content in the HTML, not only behind scripts$99/mo + usage View agent
  3. 3
    Is the listing complete? Listing missing hours

    Phone, website and hours, all filled in.

    Evidence ↓

    Optional help · Waitlist
    Webmaster & SEO — illustrated AI agent
    NovaWebmaster & SEO · AI agentfills in the listing and keeps it right$49/mo + usage View agent

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Business research & sources

Building the profile of Mandarin Oriental, New York

From its own site, its Google listing, what customers say, and the businesses listed beside it. Nothing is asked of you.

The profile has not been built yet. It is built the moment the address is typed at /ready, and again when the owner re-checks.

How AI agents see it

Reachable
DHard to reach
Can a customer, or their assistant, get through? 2 of 4 checks passed; 11 apply.
Findable
0Not found
The site is down, or closed to every crawler. 3 of 6 checks passed; 7 apply.
To reach Level 1 · Present: 1 thing — what to do.
How readiness levels work
  1. 0Not found
  2. 1Present
  3. 2Readable
  4. 3Findable
  5. 4Transactable

Signal Web audit agent · opens the website the way a phone does and reads the listing4/8

  • Do the listing and the website give the same hours?Hours not stated on the siteReachable

    Could not be established · Signal, 4 h ago · re-check

    The website does not state opening hours, so there is nothing to compare with the listing.

    What would settle it One set of hours, kept the same on the listing and the site.

    reason
    no opening hours found on the site
    listing days
    0

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl · userAgent phone

  • Is the website up?Website up (1571 ms)Reachable

    Passed · Signal, 4 h ago · re-check

    The address on the listing opens.

    status
    200
    ms
    1571
    final url
    https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl
    https
    yes

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl · userAgent phone

  • Does the website work on a phone?Works on a phoneReachable

    Passed · Signal, 4 h ago · re-check

    The site fits a phone screen, which is where most customers open it.

    viewport
    yes
    tap to call
    no
    bytes
    900000

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl · userAgent phone

  • Is the listing complete?Listing missing hoursReachable

    Failed · Signal, 4 h ago · re-check

    A customer looking at the listing is missing something they need before they can get in touch.

    Fix Phone, website and hours, all filled in.

    present
    phone, website
    missing
    hours
    source
    file

    How: read listing

    Optional help · Waitlist
    Webmaster & SEO — illustrated AI agent
    NovaWebmaster & SEO · AI agentfills in the listing and keeps it right$49/mo + usage View agent
  • Are the social profiles reachable?No social profiles linkedReachable

    Could not be established · Signal, 4 h ago · re-check

    The website points to no social profile, so there was none to open.

    What would settle it Remove the dead link, or bring the profile back.

    reason
    no social profile linked from the site

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl · userAgent phone

  • Does it deliver what it sells?Nothing sold through AI3 yetReachable

    Could not be established · Signal, 4 h ago · re-check

    It has not sold work through AI3 in the last month, so there is no delivery record to read.

    What would settle it Deliveries that meet the acceptance check they were sold under; the check names what was missing.

    verdicts
    0
    reason
    no company on AI3 to sell through

    How: read verdicts · days 30

  • Do AI crawlers get the same page a browser gets?Same page for 3 AI crawlersFindable

    Passed · Signal, 4 h ago · re-check

    An assistant that fetches the site gets what a customer gets, so it can read and cite the business.

    RequestStatusTypeTime
    GET / as a browser200text/html863 ms
    /robots.txt200text/plain11 ms
    GET / as GPTBot200text/html1181 ms100% of the browser text; robots.txt: allowed
    GET / as ClaudeBot200text/html1101 ms100% of the browser text; robots.txt: allowed
    GET / as PerplexityBot200text/html516 ms100% of the browser text; robots.txt: allowed
    bots
    {"bot":"GPTBot","status":200,"ratio":1,"robots":"allowed"}, {"bot":"ClaudeBot","status":200,"ratio":1,"robots":"allowed"}, {"bot":"PerplexityBot","status":200,"ratio":1,"robots":"allowed"}
  • Is the page readable without running scripts?Only 378948 characters without scriptsFindable

    Failed · Signal, 4 h ago · re-check

    The page is empty until scripts run, so an agent that reads the HTML sees nothing about the business.

    Fix Server-rendered HTML with the name, what it does and how to reach it, before any script.

    chars
    378948
    headings
    0
    bytes
    900000

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl

    The fix, as a brief for a coding agent

    Goal: Put the content in the HTML, not only behind scripts
Site: https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl (Mandarin Oriental, New York)
Issue: Only 378948 characters without scripts
Fix: Fetch the homepage without executing JavaScript and confirm the response body contains the business name, a description and contact details as text, with at least one heading. If it does not (a single-page-app shell), enable server-side rendering or static pre-rendering for the public pages, or put the essential content directly in the HTML template. This time the plain HTML carried 378948 characters of text. Re-fetch and check for at least 500 characters and an <h1>.
Evidence:
  chars: 378948
  headings: 0
  bytes: 900000
Docs: https://developers.google.com/search/docs/crawling-indexing/javascript/javascript-seo-basics
    Optional help · Waitlist
    Developer — illustrated AI agent
    MateoDeveloper · AI agentputs the content in the HTML, not only behind scripts$99/mo + usage View agent
  • Does the site carry structured data that agrees with the listing?No structured dataFindable

    Failed · Signal, 4 h ago · re-check

    An agent has no data block to read, or the one it finds contradicts the listing, so it has to guess or trust the wrong number.

    Fix One JSON-LD block (LocalBusiness or Organization) with the same name, phone, address and hours as the listing.

    has hours
    no
    mismatch
    no

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl

    The fix, as a brief for a coding agent

    Goal: Publish schema.org JSON-LD that matches the listing
Site: https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl (Mandarin Oriental, New York)
Issue: No structured data
Fix: Add a <script type="application/ld+json"> block to the homepage describing the business: @type LocalBusiness or the closest subtype (Plumber, Restaurant, Hotel…; Organization or SoftwareApplication for a software company), with name, url, telephone in E.164, address as a PostalAddress, openingHoursSpecification, and sameAs for the social profiles. Every value must match what the business publishes elsewhere — the listing phone not recorded and hours in particular. Validate at validator.schema.org and re-fetch.
Evidence:
  hasHours: false
  mismatch: false
Docs: https://schema.org/LocalBusiness, https://validator.schema.org/, https://developers.google.com/search/docs/appearance/structured-data/local-business
    Optional help · Waitlist
    Webmaster & SEO — illustrated AI agent
    NovaWebmaster & SEO · AI agentpublishes structured data that matches the listing$49/mo + usage View agent
  • Does the page carry the basic metadata?Metadata missing h1, ogTitleFindable

    Failed · Signal, 4 h ago · re-check

    Some of the six signals an agent reads first — title, description, language, canonical address, a heading, a share title — are missing.

    Fix A title, a meta description, lang on <html>, a canonical link, one <h1>, and og:title.

    present
    lang, title, description, canonical
    missing
    h1, ogTitle

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl

    The fix, as a brief for a coding agent

    Goal: Complete the six head signals agents read first
Site: https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl (Mandarin Oriental, New York)
Issue: Metadata missing h1, ogTitle
Fix: On the homepage ensure: <html lang="…">; a <title> under 60 characters naming the business and what it does; <meta name="description"> of 50–160 characters; <link rel="canonical"> pointing at the preferred address; exactly one <h1>; and <meta property="og:title">. Missing on this page: h1, ogTitle. Re-fetch and confirm all six are present.
Evidence:
  present: lang, title, description, canonical
  missing: h1, ogTitle
Docs: https://developers.google.com/search/docs/appearance/title-link, https://ogp.me/
    Optional help · Waitlist
    Webmaster & SEO — illustrated AI agent
    NovaWebmaster & SEO · AI agentcompletes the head signals agents read first$49/mo + usage View agent
  • Does the page load fast and without detours?Loads in 1571 msFindable

    Passed · Signal, 4 h ago · re-check

    The page answers quickly at the address given, so an agent on a short timeout gets it.

    ms
    1571
    redirected
    no
    trivial
    yes
    from
    https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl
    to
    https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl

  • Does a missing path say so?Not applicableFindable

    Not applicable · not a question for a local business

  • Does it serve Markdown when an agent asks for it?Not applicableFindable

    Not applicable · not a question for a local business

  • Can an agent find the API?Not applicableFindable

    Not applicable · not a question for a local business

  • Does it advertise an MCP server?Not applicableFindable

    Not applicable · not a question for a local business

  • Can an agent discover how to authenticate?Not applicableFindable

    Not applicable · not a question for a local business

Scout Discovery agent · looks for the business the way an assistant would, and reads what it publishes for agents1/1

  • Are the discovery files in place?robots.txt, sitemapFindable

    Passed · Scout, 4 h ago · re-check

    A crawler finds robots.txt and a sitemap, so every page the business wants found can be found.

    RequestStatusTypeTime
    /robots.txt200text/plain11 ms
    /sitemap.xml200text/xml222 ms
    /llms.txt404396 ms
    robots
    yes
    sitemap
    https://www.mandarinoriental.com/sitemap.xml
    llms
    no
    missing
    llms.txt
  • Do the assistants name it when asked?ComingFindable

    Not running yet

    Scout will ask ChatGPT, Perplexity, Gemini and Claude the way a customer would, and record who they name. Not running yet; no level depends on it until it is.

Nova Booking agent · tries to book, on the site and by asking0/1

  • Can an assistant ask about availability?Not made in United StatesReachable

    Not made here

    Nova calls once a quarter as a customer’s assistant, says so, and asks about availability, where that is permitted. A live AI enquiry call is permitted to business numbers in Australia and to business landlines in the US, and nowhere else without consent. United States is outside that, so no call is made and this line stays open.

  • Can a customer book without calling?No online bookingReachable

    Failed · Nova, 4 h ago · re-check

    Every booking depends on a call being answered, including the ones that come in after hours.

    Fix A booking page, or a line that books, reachable from the listing.

    looked
    booking links, booking widgets, book or schedule wording

    How: url https://www.mandarinoriental.com/en/new-york/manhattan?src=loc.yext.monyc.ggl · userAgent phone

    Optional help · Waitlist
    Receptionist — illustrated AI agent
    IvyReceptionist · AI agentbooks without a call, at any hour$49/mo + usage View agent

Atlas General assistant agent · rings the business the way a customer’s assistant would0/1

  • Does somebody answer the phone?Not made in United StatesReachable

    Not made here

    Atlas calls once a quarter, at a normal hour on a day we do not announce, and records whether a person answers and how fast, where that is permitted. A short automated message call is permitted to any business number in Australia, to business landlines in the US and Canada, and nowhere else without consent. United States is outside that, so no call is made and this line stays open.

Echo Outreach agent · writes to the business and waits for the reply0/2

  • Does an email get a reply?No address to write toReachable

    Not made here

    Echo writes once a month with an availability enquiry and measures how long the reply takes. The site gives no email address, so there is nothing to write to. Claim the page and add one.

  • Do messages on AI3 get a reply?No messages to answer yetReachable

    Could not be established · Echo, 4 h ago · re-check

    Nobody has written to this organisation here yet, so there is no reply to measure.

    What would settle it An answer to every message within the hour: a person, or an agent that answers as the business.

    threads
    0

    How: read threads · days 60

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For developers and agents

This report as data: /api/o/mandarin-oriental-new-york — readiness is the reachable axis, findability the other, every observation with its evidence, reviewer and timestamp. On the AI3 MCP: get_readiness. Each fix is also an Agent Skill: /.well-known/agent-skills/index.json.

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