Agent readiness report

← Public business profile

La Quinta Inn & Suites by Wyndham New York City Central Park

Up, crawlable, readable without scripts.

wyndhamhotels.com · checked 6 h ago · local business

How AI agents see La Quinta Inn & Suites by Wyndham New York City Central Park: 40 — reputation 15, agent readiness 64. Biggest weakness: customers keep saying: Rooms filthy and not cleaned before arrival.

AI3 score · La Quinta Inn & Suites by Wyndham New York City Central ParkWeak

40/100

Reputation14–16 · 1833 samples15
Agent readiness36–80 · 16 of 22 checks64

Biggest weakness: customers keep saying: Rooms filthy and not cleaned before arrival.

Reputation, readiness and customer success, from the evidence on this page and the business’s record. How the scores work.

A customer La Quinta Inn & Suites by Wyndham New York City Central Park 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 La Quinta Inn & Suites by Wyndham New York City Central Park.

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 La Quinta Inn & Suites by Wyndham New York City Central Park.

Join Nova’s waitlistFree to add · pay for what it usesTry Nova first

Recommended improvements

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

  1. 1
    Customer feedback: Broken or malfunctioning utilities and appliances Raised in 8 of 20 recent reviews

    8 reviews mention this issue in the sample analysed. Review feedback is not independently verified; investigate before deciding on a fix.

  2. 2
    Serve AI agents the same page a browser gets Crawlers blocked: ClaudeBot, PerplexityBot

    Allow GPTBot, ClaudeBot and PerplexityBot in robots.txt and in the firewall or bot-protection settings.

  3. 3
    Customer feedback: Front desk unresponsive to calls and emails Raised in 2 of 20 recent reviews

    2 reviews mention this issue in the sample analysed. Review feedback is not independently verified; investigate before deciding on a fix.

Show 2 more improvements
  1. 4
    Do the listing and the website give the same hours? Hours differ (mon: closed vs 00:00–24:00)

    One set of hours, kept the same on the listing and the site.

  2. 5
    Is the listing complete? Listing missing hours

    Phone, website and hours, all filled in.

Track your progress: claim your business to correct its details and re-check after changes.

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Business research & sources

Building the profile of La Quinta Inn & Suites by Wyndham New York City Central Park

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 the front door, and again when the owner re-checks.

How AI agents see it

Reachable
BMostly reachable
Can a customer, or their assistant, get through? 4 of 6 checks passed; 11 apply.
Findable
1Present
Up, crawlable, readable without scripts. 5 of 10 checks passed; 11 apply.
To reach Level 2 · Readable: 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 listing7/14

  • Do the listing and the website give the same hours?Hours differ (mon: closed vs 00:00–24:00)Reachable

    Failed · Signal, 6 h ago · re-check

    A customer may turn up, or call, when the business is closed, and blame the business.

    Fix One set of hours, kept the same on the listing and the site.

    day
    mon
    listing
    closed
    website
    00:00–24:00
    site days
    mon, tue, wed, thu, fri, sat, sun

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 · userAgent phone

  • Is the website up?Website up (309 ms)Reachable

    Passed · Signal, 6 h ago · re-check

    The address on the listing opens.

    status
    200
    ms
    309
    final url
    https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796
    https
    yes

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 · userAgent phone

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

    Passed · Signal, 6 h ago · re-check

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

    viewport
    yes
    tap to call
    yes
    bytes
    419322

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 · userAgent phone

  • Is the listing complete?Listing missing hoursReachable

    Failed · Signal, 6 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

  • Are the social profiles reachable?Profiles open (Instagram, YouTube, TikTok)Reachable

    Passed · Signal, 6 h ago · re-check

    The profiles the website points to open.

    open
    Instagram, YouTube, TikTok
    unsure
    Facebook
    links
    https://www.instagram.com/laquintahotels, https://www.youtube.com/user/laquinta, https://www.facebook.com/laquinta, https://www.tiktok.com/@laquintabywyndham

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 · userAgent phone

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

    Could not be established · Signal, 6 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?Crawlers blocked: ClaudeBot, PerplexityBotFindable

    Failed · Signal, 6 h ago · re-check

    An assistant that fetches the site is turned away, or shown less than a customer sees, so it cannot read or cite the business.

    Fix Allow GPTBot, ClaudeBot and PerplexityBot in robots.txt and in the firewall or bot-protection settings.

    RequestStatusTypeTime
    GET / as a browser200text/html259 ms
    /robots.txt200text/plain21 ms
    GET / as GPTBot200text/html9276 ms30% of the browser text; robots.txt: allowed
    GET / as ClaudeBot—timeout10004 ms0% of the browser text; robots.txt: allowed
    GET / as PerplexityBot—timeout10000 ms0% of the browser text; robots.txt: allowed
    bots
    {"bot":"GPTBot","status":200,"ratio":0.3,"robots":"allowed"}, {"bot":"ClaudeBot","status":0,"ratio":0,"robots":"allowed"}, {"bot":"PerplexityBot","status":0,"ratio":0,"robots":"allowed"}
    blocked
    ClaudeBot, PerplexityBot
    reduced
    GPTBot

    The fix, as a brief for a coding agent

    Goal: Serve AI agents the same page a browser gets
    Site: https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 (La Quinta Inn & Suites by Wyndham New York City Central Park)
    Issue: Crawlers blocked: ClaudeBot, PerplexityBot
    Fix: Compare the homepage as fetched with a browser user agent and with the GPTBot, ClaudeBot and PerplexityBot user agents. Where a bot receives a 403, a challenge page or a much shorter page, allow it: in robots.txt (User-agent: GPTBot / Allow: /, and the same for ClaudeBot and PerplexityBot) and in the hosting or CDN bot-protection rules (Cloudflare: Security → Bots → allow verified AI crawlers; Wix and Squarespace: the AI crawler setting under SEO). Blocked this time: ClaudeBot, PerplexityBot. Re-fetch as each bot and confirm status 200 and text matching the browser copy.
    Evidence:
      bots: {"bot":"GPTBot","status":200,"ratio":0.3,"robots":"allowed"}, {"bot":"ClaudeBot","status":0,"ratio":0,"robots":"allowed"}, {"bot":"PerplexityBot","status":0,"ratio":0,"robots":"allowed"}
      blocked: ClaudeBot, PerplexityBot
      reduced: GPTBot
    Docs: https://platform.openai.com/docs/bots, https://support.anthropic.com/en/articles/8896518, https://docs.perplexity.ai/guides/bots
    Optional help · Waitlist
    Webmaster & SEO — illustrated AI agent
    NovaWebmaster & SEO · AI workeropens the site to the AI crawlersFree + usage View worker
  • Is the page readable without running scripts?17233 characters readable without scriptsFindable

    Passed · Signal, 6 h ago · re-check

    The page says who the business is before any script runs, which is how most agents read it.

    chars
    17233
    headings
    34
    bytes
    419322

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796

  • Does the site carry structured data that agrees with the listing?Structured data: HotelFindable

    Passed · Signal, 6 h ago · re-check

    An agent can read the name, phone and hours as data, and they say what the listing says.

    types
    Hotel
    recognised
    Hotel
    has hours
    no
    mismatch
    no

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796

  • Does the page carry the basic metadata?Metadata completeFindable

    Passed · Signal, 6 h ago · re-check

    Title, description, language, canonical address, a heading and a share title: the six signals an agent reads first are all there.

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

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796

  • Does the page load fast and without detours?Loads in 309 msFindable

    Passed · Signal, 6 h ago · re-check

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

    ms
    309
    redirected
    no
    trivial
    yes
    from
    https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796
    to
    https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796

  • Does a missing path say so?Not applicableFindable

    Not applicable · not a question for a local business (customers come to you, or you go to them)

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

    Not applicable · not a question for a local business (customers come to you, or you go to them)

  • Can an agent find the API?Not applicableFindable

    Not applicable · not a question for a local business (customers come to you, or you go to them)

  • Does it advertise an MCP server?Not applicableFindable

    Not applicable · not a question for a local business (customers come to you, or you go to them)

  • Can an agent discover how to authenticate?Not applicableFindable

    Not applicable · not a question for a local business (customers come to you, or you go to them)

  • Is there a published price for agent access?No price for agent accessFindable

    Failed · Signal, 6 h ago · re-check

    Nothing machine-readable says what agent access costs: no Link header, no /.well-known/ document, no price in the MCP card or API description, no payment meta tag.

    Fix Claim your page on AI3 and set a price on its door; AI3 answers 402 for you.

    RequestStatusTypeTime
    /.well-known/x402.json404text/html311 msan HTML page
    looked
    Link header, /.well-known/x402.json, homepage head

    The fix, as a brief for a coding agent

    Goal: Publish a machine-readable price for agent access
    Site: https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 (La Quinta Inn & Suites by Wyndham New York City Central Park)
    Issue: No price for agent access
    Fix: Publish the price of agent access where agents look: a Link header on the homepage with rel="payment" pointing at the terms, or /.well-known/x402.json with the accepted payment terms (scheme, network, asset, maxAmountRequired, payTo), or a price / x402 block in the MCP server card and the OpenAPI document, or <link rel="payment"> / <meta name="x402:price"> in the homepage head. Looked this time: Link header, /.well-known/x402.json, homepage head. Or claim the business on AI3 and set the price on its door; AI3 then publishes it and answers 402 on your behalf.
    Evidence:
      looked: Link header, /.well-known/x402.json, homepage head
    Docs: https://www.x402.org/, https://github.com/coinbase/x402, https://www.rfc-editor.org/rfc/rfc8288
  • Does an unpaid agent request get a 402 with terms?Unpaid agent request answered 404Findable

    Failed · Signal, 6 h ago · re-check

    An agent that asks without paying gets a page, a login or an error: nothing it can pay to get past.

    Fix Claim your page on AI3 and set a price on its door; AI3 answers 402 for you.

    RequestStatusTypeTime
    GET /laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 with Accept: application/json, no credentials404text/html491 ms
    endpoint
    https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796
    status
    404

    The fix, as a brief for a coding agent

    Goal: Answer an unpaid agent request with 402 and payment terms
    Site: https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 (La Quinta Inn & Suites by Wyndham New York City Central Park)
    Issue: Unpaid agent request answered 404
    Fix: Make the agent endpoint (the MCP endpoint named in the server card, else the homepage) answer an unauthenticated request with Accept: application/json using status 402 and payment terms: an x402 body with x402Version and accepts[] carrying payTo, maxAmountRequired and network, or Cloudflare pay-per-crawl (a 402 with a crawler-price header). This time https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 answered 404. Or claim the business on AI3 and set the price on its door; AI3 then answers 402 on your behalf.
    Evidence:
      endpoint: https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796
      status: 404
    Docs: https://www.x402.org/, https://developers.cloudflare.com/ai-crawl-control/features/pay-per-crawl/, https://www.rfc-editor.org/rfc/rfc9110#status.402
  • Is a payee discoverable?No payee publishedFindable

    Failed · Signal, 6 h ago · re-check

    Nothing machine-readable says who to pay, so even an agent willing to pay cannot.

    Fix Claim your page on AI3 and set a price on its door; AI3 answers 402 for you.

    RequestStatusTypeTime
    /.well-known/x402.json404text/html311 msan HTML page
    looked
    the 402 body, /.well-known/x402.json

    The fix, as a brief for a coding agent

    Goal: Publish who to pay
    Site: https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 (La Quinta Inn & Suites by Wyndham New York City Central Park)
    Issue: No payee published
    Fix: Publish the payee where agents look: payTo in the x402 402 body, or in /.well-known/x402.json, or a pay block in the MCP server card with the address and network. Looked this time: the 402 body, /.well-known/x402.json. Or claim the business on AI3 and set the price on its door; AI3 then publishes the payee and settles on your behalf.
    Evidence:
      looked: the 402 body, /.well-known/x402.json
    Docs: https://www.x402.org/, https://github.com/coinbase/x402
  • Can an agent that shops find you in a catalogue?In no catalogue an agent searchesFindable

    Failed · Signal, 6 h ago · re-check

    No catalogue an agent searches lists this business: no /.well-known/api-catalog, and no OpenAPI document carrying x-payment-info.

    Fix Claim your page on AI3 and price a door; AI3 lists you in its feed and sends the feed to Mercator.

    RequestStatusTypeTime
    /.well-known/api-catalog404text/html238 msan HTML page
    entries
    0
    looked
    /.well-known/api-catalog

    The fix, as a brief for a coding agent

    Goal: Be listed where tool routers look
    Site: https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 (La Quinta Inn & Suites by Wyndham New York City Central Park)
    Issue: In no catalogue an agent searches
    Fix: Publish /.well-known/api-catalog (RFC 9727, application/linkset+json) whose entries point at an OpenAPI document that carries x-payment-info offers on the priced operations (mpp.dev/advanced/discovery), then register it at mpp.dev/services and mppscan.com. Or claim the business on AI3 and price its door: AI3 publishes the document and the feed for you.
    Evidence:
      entries: 0
      looked: /.well-known/api-catalog
    Docs: https://mpp.dev/advanced/discovery, https://www.rfc-editor.org/rfc/rfc9727, https://tempo.xyz/developers/blog/introducing-mercator

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, sitemap, llms.txtFindable

    Passed · Scout, 6 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/plain21 ms
    /sitemap.xml200text/xml135 ms
    /llms.txt200text/plain214 ms
    robots
    yes
    sitemap
    https://www.wyndhamhotels.com/sitemap.xml
    llms
    yes
  • 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 asking1/1

  • 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?Books onlineReachable

    Passed · Nova, 6 h ago · re-check

    A customer, or their assistant, can book at any hour without a phone call.

    url
    https://www.wyndhamhotels.com/travel-packages/us/Flight/Search?combined=3&utm_campaign=whr-evergreen&utm_medium=web&utm_source=wyndham&utm_content=nav-hero
    words
    BOOK NOW

    How: url https://www.wyndhamhotels.com/laquinta/new-york-city-new-york/la-quinta-new-york-city-central-park/overview?CID=LC:6ysy27krtpcrqev:52979&iata=00093796 · userAgent phone

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, 6 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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This report as data: /api/o/la-quinta-inn-suites-by-wyndham-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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