Evolutionairy AGENT READY
Sign in

Lighthouse

lighthousebk.com

What an agent can confirm

Access and discovery
67% of tests checked
Offer identification
25% of tests checked
Material terms
25% of tests checked
Observable operability
75% of tests checked
Evidence and recourse
57% of tests checked
Indexing crawlers
ReachedThe declared HTTP client, which runs no JavaScript
Observed 20 October 2026Method rubric 0.3, site generator 3.0Offer page checkedJSON recordMarkdownHow we score

Terms an agent can confirm

From Lighthouse's public pages. A value is shown with its source page and the day it was observed.

Return window
Not checkedNo page of the needed kind was found.
Who pays return shipping
Not checkedNo page of the needed kind was found.
Shipping cost
Not checkedService fees need extractor.
Delivery estimate
Not yet confirmedRead from page text. Not yet through the two-rater check.
Full price before checkout
Not checkedBase price not extracted.
Seller name
Not yet confirmedRead from typed data. Held for review before publication.
Seller contact
Phone +1 347 789 7742Source page · Observed 20 October 2026
Price of the sampled offer
Not checkedDeciding it needs free-text reading, which this release does not publish.
Availability
Not checkedDeciding it needs free-text reading, which this release does not publish.
Sales tax
Not checkedNo page of the needed kind was found.
Ships to
Not yet confirmedRead from page text. Not yet through the two-rater check.
Refund method
Not checkedNo page of the needed kind was found.
Checkout
On the store's own siteSource page · Observed 20 October 2026
Confirmed, with its sourceNot found on public pagesNot checked: the test was undecidedNot yet confirmed: awaiting review

Access

What each declared agent profile received. A barrier is an access result. It says nothing about the store's honesty.

Declared HTTP client

A plain HTTP client with an identifiable user agent. It does not run page scripts, like Meta's discovery crawler.

Home page
Served
Offer page
Found
Observed
20 October 2026

Declared headless browser

Headless Chromium with the same identifiable user agent and no concealment. It renders pages.

Home page
Served
Offer page
Found
Observed
20 October 2026

Readiness

Not enough evidence · 49% of tests checked. Under 50% of tests checked under both agent profiles. The pillars below are the mean of the two agent profiles. The pillar card beside the score shows each profile on its own.

A
Access and discovery
15% of the score
–
67% of tests checked
B
Offer identification
25% of the score
–
25% of tests checked
C
Material terms
25% of the score
–
25% of tests checked
D
Observable operability
20% of the score
–
75% of tests checked
E
Evidence and recourse
15% of the score
–
57% of tests checked

Restaurants has 838 stores in the directory, with 0 complete assessments. All Restaurants stores

For the store owner

Is this your store? Claim it to see your full report and fix list.

How the label and the score are set: How we score.

JSONThis fact sheet as JSONevolutionairy.agent-ready.profile/38.6 KB MDThis fact sheet as MarkdownThe same content as text2.3 KB ALLDirectory as JSONEvery store in one filedirectory/index.json

SHA-256 of index.json: e5c31e695b0738fa4975019a117485f686910d8034e72867ce60c438dd5fb773. The same bytes are embedded in this page as JSON-LD.

View the JSON
{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "@id": "https://evolutionairy.ai/agent-ready/lighthousebk.com/",
  "name": "Lighthouse (lighthousebk.com) agent readiness facts",
  "description": "Lighthouse (lighthousebk.com) is labelled Not enough evidence for AI shopping agents. 49% of tests were checked from public pages, observed 20 October 2026.",
  "url": "https://evolutionairy.ai/agent-ready/lighthousebk.com/",
  "identifier": "lighthousebk.com",
  "inLanguage": "en",
  "dateModified": "2026-10-20",
  "temporalCoverage": "2026-10-20/2026-10-20",
  "isAccessibleForFree": true,
  "license": "https://creativecommons.org/licenses/by-nc/4.0/",
  "usageInfo": "https://evolutionairy.ai/terms",
  "creator": {
    "@type": "Organization",
    "name": "Evolutionairy",
    "url": "https://evolutionairy.ai/"
  },
  "about": {
    "@type": "Organization",
    "name": "Lighthouse",
    "url": "https://www.lighthousebk.com/"
  },
  "isPartOf": {
    "@type": "DataCatalog",
    "@id": "https://evolutionairy.ai/agent-ready/directory/",
    "name": "Agent Ready directory"
  },
  "distribution": [
    {
      "@type": "DataDownload",
      "encodingFormat": "application/json",
      "contentUrl": "https://evolutionairy.ai/agent-ready/lighthousebk.com/index.json"
    },
    {
      "@type": "DataDownload",
      "encodingFormat": "text/markdown",
      "contentUrl": "https://evolutionairy.ai/agent-ready/lighthousebk.com/index.md"
    }
  ],
  "record_schema": "evolutionairy.agent-ready.profile/3",
  "store": {
    "domain": "lighthousebk.com",
    "name": "Lighthouse",
    "site": "https://www.lighthousebk.com/",
    "category": "Restaurants"
  },
  "label": "not_enough_evidence",
  "label_text": "Not enough evidence",
  "detail": "Not enough evidence · 49% of tests checked",
  "indexing_crawler_access": "served",
  "assessment_status": "incomplete",
  "coverage_pct": 48.6,
  "score": null,
  "score_range": null,
  "score_basis": "mean of the two agent profiles, a missing value counting as 0",
  "headline_profile": "declared-http",
  "observed": {
    "access": "2026-10-20",
    "pages": "2026-10-20"
  },
  "facts": {
    "return_window": {
      "label": "Return window",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "return_shipping": {
      "label": "Who pays return shipping",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "shipping": {
      "label": "Shipping cost",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "delivery": {
      "label": "Delivery estimate",
      "value": null,
      "status": "not_yet_confirmed",
      "status_text": "Not yet confirmed",
      "source_url": null,
      "observed": null
    },
    "total": {
      "label": "Full price before checkout",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "seller": {
      "label": "Seller name",
      "value": null,
      "status": "not_yet_confirmed",
      "status_text": "Not yet confirmed",
      "source_url": null,
      "observed": null
    },
    "contact": {
      "label": "Seller contact",
      "value": "Phone +1 347 789 7742",
      "status": "confirmed",
      "status_text": null,
      "source_url": "https://lighthousebk.com/",
      "observed": "2026-10-20"
    },
    "price": {
      "label": "Price of the sampled offer",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "availability": {
      "label": "Availability",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "tax": {
      "label": "Sales tax",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "destination": {
      "label": "Ships to",
      "value": null,
      "status": "not_yet_confirmed",
      "status_text": "Not yet confirmed",
      "source_url": null,
      "observed": null
    },
    "refund": {
      "label": "Refund method",
      "value": null,
      "status": "not_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "checkout": {
      "label": "Checkout",
      "value": "On the store's own site",
      "status": "confirmed",
      "status_text": null,
      "source_url": "https://www.lighthousebk.com/menus",
      "observed": "2026-10-20"
    }
  },
  "access": {
    "declared-http": {
      "profile": "Declared HTTP client",
      "home_page": "Served",
      "offer_page_found": true,
      "observed": "2026-10-20"
    },
    "declared-headless": {
      "profile": "Declared headless browser",
      "home_page": "Served",
      "offer_page_found": true,
      "observed": "2026-10-20"
    }
  },
  "pillars": {
    "declared-http": {
      "A": {
        "name": "Access and discovery",
        "weight": 0.15,
        "coverage_pct": 66.7,
        "score": null,
        "score_range": null
      },
      "B": {
        "name": "Offer identification",
        "weight": 0.25,
        "coverage_pct": 25.0,
        "score": null,
        "score_range": null
      },
      "C": {
        "name": "Material terms",
        "weight": 0.25,
        "coverage_pct": 25.0,
        "score": null,
        "score_range": null
      },
      "D": {
        "name": "Observable operability",
        "weight": 0.2,
        "coverage_pct": 75.0,
        "score": null,
        "score_range": null
      },
      "E": {
        "name": "Evidence and recourse",
        "weight": 0.15,
        "coverage_pct": 57.1,
        "score": null,
        "score_range": null
      }
    },
    "declared-headless": {
      "A": {
        "name": "Access and discovery",
        "weight": 0.15,
        "coverage_pct": 66.7,
        "score": null,
        "score_range": null
      },
      "B": {
        "name": "Offer identification",
        "weight": 0.25,
        "coverage_pct": 25.0,
        "score": null,
        "score_range": null
      },
      "C": {
        "name": "Material terms",
        "weight": 0.25,
        "coverage_pct": 25.0,
        "score": null,
        "score_range": null
      },
      "D": {
        "name": "Observable operability",
        "weight": 0.2,
        "coverage_pct": 75.0,
        "score": null,
        "score_range": null
      },
      "E": {
        "name": "Evidence and recourse",
        "weight": 0.15,
        "coverage_pct": 57.1,
        "score": null,
        "score_range": null
      }
    }
  },
  "pillars_mean": {
    "A": {
      "name": "Access and discovery",
      "weight": 0.15,
      "coverage_pct": 66.7,
      "score": null,
      "score_range": null,
      "status": "Not checked"
    },
    "B": {
      "name": "Offer identification",
      "weight": 0.25,
      "coverage_pct": 25.0,
      "score": null,
      "score_range": null,
      "status": "Not checked"
    },
    "C": {
      "name": "Material terms",
      "weight": 0.25,
      "coverage_pct": 25.0,
      "score": null,
      "score_range": null,
      "status": "Not checked"
    },
    "D": {
      "name": "Observable operability",
      "weight": 0.2,
      "coverage_pct": 75.0,
      "score": null,
      "score_range": null,
      "status": "Not checked"
    },
    "E": {
      "name": "Evidence and recourse",
      "weight": 0.15,
      "coverage_pct": 57.1,
      "score": null,
      "score_range": null,
      "status": "Not checked"
    }
  },
  "category_context": {
    "category": "Restaurants",
    "stores": 838,
    "complete_assessments": 0,
    "median_score": 79.1,
    "sample_size": 115
  },
  "claim_url": "https://evolutionairy.ai/agent-ready/account/claim/?domain=lighthousebk.com",
  "method_url": "https://evolutionairy.ai/agent-ready/how-we-score/",
  "license_terms": "Free to read and cite with attribution. Commercial reuse of the data requires a licence.",
  "method": {
    "rubric_version": "0.3",
    "observations": 1,
    "review_state": "unreviewed",
    "label_rule": "Under 50% of tests checked under both agent profiles.",
    "coverage": "Share of the rubric's weight that could be decided.",
    "score": "Readiness among the tests that could be decided, 0 to 100, as the mean of the two agent profiles. The range is the score if every undecided test failed or passed.",
    "scope": "Public pages only. Add-to-cart, checkout, payment, delivery and refunds were not tested."
  }
}