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Federal Cafe

federalcafe.co.uk

What an agent can confirm

Access and discovery
Confirmed75% checked
Offer identification
Partly checked19% checked
Material terms
Partly checked12% checked
Observable operability
Partly checked38% checked
Evidence and recourse
Partly checked43% checked
Indexing crawlers
ReachedThe declared HTTP client, which runs no JavaScript

Strengths

  • Offer and policy pages are readable and the offer is discoverable.
  • The purchase control is named, bound to the offer, and its state is exposed.
  • Seller, policy and a stable offer reference are identifiable.
Observed 20 October 2026Method rubric 0.3, site generator 3.0Offer page checkedPolicy page checkedJSON recordMarkdownHow we score

Terms an agent can confirm

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

Return window
Not checkedExtraction inconclusive.
Who pays return shipping
Not checkedExtraction inconclusive.
Shipping cost
Not checkedService fees need extractor.
Delivery estimate
Not checkedNo page of the needed kind was found.
Full price before checkout
Not checkedBase price not extracted.
Seller name
Not yet confirmedRead from typed data. Held for review before publication.
Seller contact
Email shop@federalcafe.co.ukSource page · Observed 20 October 2026
Price of the sampled offer
Not yet confirmedStated, but not as a value this release publishes.
Availability
Not checkedDeciding it needs free-text reading, which this release does not publish.
Sales tax
Not checkedExtraction inconclusive.
Ships to
Not checkedExtraction inconclusive.
Refund method
Not yet confirmedRead from page text. Not yet through the two-rater check.
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

Close · 35% of tests checked · score range 31 to 100. The better agent profile has at least 50% of tests checked. 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
100
75% of tests checked
Range 75 to 100
B
Offer identification
25% of the score
100
19% of tests checked
Range 13 to 100
C
Material terms
25% of the score
100
12% of tests checked
Range 8 to 100
D
Observable operability
20% of the score
100
38% of tests checked
Range 38 to 100
E
Evidence and recourse
15% of the score
100
43% of tests checked
Range 44 to 100
50 to 55: 7 stores55 to 60: 3 stores60 to 65: 6 stores65 to 70: 6 stores70 to 75: 19 stores75 to 80: 22 stores80 to 85: 19 stores85 to 90: 10 stores90 to 95: 8 stores95 to 100: 15 stores≤5060708090100220median 79.1Federal Cafe

Restaurants has 838 stores in the directory. Their median score is 79.1, across the 115 with a score. 0 have complete assessments.

The chart shows their scores. The shaded band is Federal Cafe's range.

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/39.2 KB MDThis fact sheet as MarkdownThe same content as text2.4 KB ALLDirectory as JSONEvery store in one filedirectory/index.json

SHA-256 of index.json: a82ad39715dc18dec87e917de600123a8d2b0eca278ada1c4a503a3431fd07ef. 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/federalcafe.co.uk/",
  "name": "Federal Cafe (federalcafe.co.uk) agent readiness facts",
  "description": "Federal Cafe (federalcafe.co.uk) is labelled Close for AI shopping agents. 35% of tests were checked from public pages, observed 20 October 2026.",
  "url": "https://evolutionairy.ai/agent-ready/federalcafe.co.uk/",
  "identifier": "federalcafe.co.uk",
  "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": "Federal Cafe",
    "url": "https://federalcafe.co.uk/"
  },
  "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/federalcafe.co.uk/index.json"
    },
    {
      "@type": "DataDownload",
      "encodingFormat": "text/markdown",
      "contentUrl": "https://evolutionairy.ai/agent-ready/federalcafe.co.uk/index.md"
    }
  ],
  "record_schema": "evolutionairy.agent-ready.profile/3",
  "store": {
    "domain": "federalcafe.co.uk",
    "name": "Federal Cafe",
    "site": "https://federalcafe.co.uk/",
    "category": "Restaurants"
  },
  "label": "close",
  "label_text": "Close",
  "detail": "Close · 35% of tests checked · score range 31 to 100",
  "indexing_crawler_access": "served",
  "assessment_status": "incomplete",
  "coverage_pct": 35.2,
  "score": 100.0,
  "score_range": [
    31.0,
    100.0
  ],
  "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_checked",
      "status_text": "Not checked",
      "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": "Email shop@federalcafe.co.uk",
      "status": "confirmed",
      "status_text": null,
      "source_url": "https://federalcafe.co.uk/policies/refund-policy",
      "observed": "2026-10-20"
    },
    "price": {
      "label": "Price of the sampled offer",
      "value": null,
      "status": "not_yet_confirmed",
      "status_text": "Not yet confirmed",
      "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_checked",
      "status_text": "Not checked",
      "source_url": null,
      "observed": null
    },
    "refund": {
      "label": "Refund method",
      "value": null,
      "status": "not_yet_confirmed",
      "status_text": "Not yet confirmed",
      "source_url": null,
      "observed": null
    },
    "checkout": {
      "label": "Checkout",
      "value": "On the store's own site",
      "status": "confirmed",
      "status_text": null,
      "source_url": "https://federalcafe.co.uk/pages/menu",
      "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": 100.0,
        "score": 100.0,
        "score_range": [
          100.0,
          100.0
        ]
      },
      "B": {
        "name": "Offer identification",
        "weight": 0.25,
        "coverage_pct": 37.5,
        "score": 100.0,
        "score_range": [
          26.7,
          100.0
        ]
      },
      "C": {
        "name": "Material terms",
        "weight": 0.25,
        "coverage_pct": 12.5,
        "score": 100.0,
        "score_range": [
          8.3,
          100.0
        ]
      },
      "D": {
        "name": "Observable operability",
        "weight": 0.2,
        "coverage_pct": 75.0,
        "score": 100.0,
        "score_range": [
          75.0,
          100.0
        ]
      },
      "E": {
        "name": "Evidence and recourse",
        "weight": 0.15,
        "coverage_pct": 85.7,
        "score": 100.0,
        "score_range": [
          87.5,
          100.0
        ]
      }
    },
    "declared-headless": {
      "A": {
        "name": "Access and discovery",
        "weight": 0.15,
        "coverage_pct": 50.0,
        "score": 100.0,
        "score_range": [
          50.0,
          100.0
        ]
      },
      "B": {
        "name": "Offer identification",
        "weight": 0.25,
        "coverage_pct": 0.0,
        "score": null,
        "score_range": [
          0.0,
          100.0
        ]
      },
      "C": {
        "name": "Material terms",
        "weight": 0.25,
        "coverage_pct": 12.5,
        "score": 100.0,
        "score_range": [
          8.3,
          100.0
        ]
      },
      "D": {
        "name": "Observable operability",
        "weight": 0.2,
        "coverage_pct": 0.0,
        "score": null,
        "score_range": [
          0.0,
          100.0
        ]
      },
      "E": {
        "name": "Evidence and recourse",
        "weight": 0.15,
        "coverage_pct": 0.0,
        "score": null,
        "score_range": [
          0.0,
          100.0
        ]
      }
    }
  },
  "pillars_mean": {
    "A": {
      "name": "Access and discovery",
      "weight": 0.15,
      "coverage_pct": 75.0,
      "score": 100.0,
      "score_range": [
        75.0,
        100.0
      ],
      "status": "Confirmed"
    },
    "B": {
      "name": "Offer identification",
      "weight": 0.25,
      "coverage_pct": 18.8,
      "score": 100.0,
      "score_range": [
        13.4,
        100.0
      ],
      "status": "Partly checked"
    },
    "C": {
      "name": "Material terms",
      "weight": 0.25,
      "coverage_pct": 12.5,
      "score": 100.0,
      "score_range": [
        8.3,
        100.0
      ],
      "status": "Partly checked"
    },
    "D": {
      "name": "Observable operability",
      "weight": 0.2,
      "coverage_pct": 37.5,
      "score": 100.0,
      "score_range": [
        37.5,
        100.0
      ],
      "status": "Partly checked"
    },
    "E": {
      "name": "Evidence and recourse",
      "weight": 0.15,
      "coverage_pct": 42.9,
      "score": 100.0,
      "score_range": [
        43.8,
        100.0
      ],
      "status": "Partly 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=federalcafe.co.uk",
  "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": "The better agent profile has at least 50% of tests checked.",
    "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."
  }
}