french4pr.com
French4PR
French4PR lists French test centres, schools and online tutors for Canadian permanent residence. Browse by city and category, and access listings through a free API and MCP server.
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french4pr.com
French4PR lists French test centres, schools and online tutors for Canadian permanent residence. Browse by city and category, and access listings through a free API and MCP server.
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
2 duplicate documentation links
The score measures observable documentation quality. Each component below lists its earned points, exact checks, and source observations. It is not a prediction of AI rankings or citations.
Overall readiness
Confidence: medium· V2
How this score is calculated
round(99.8 ÷ 100 × 100) = 100/100
99.8 points earned out of 100 assessed. All 100 available points were assessed. The checks below show each result. Optional integrations and file size earn no extra points.
Full scoring rules and worked exampleCurrent usable primary file: 25/25.
Current llms.txt retrieval succeeded (HTTP 200); usable text verified.
llms.txt: Documentation sections: French4PR; Countries; Regions; French providers by city; Categories; Free tools. Derived from headings; source checked 2026-11-10.
llms-full.txt: Documentation sections: French4PR; São Paulo, São Paulo, Brazil; Aliança Francesa de São Paulo; Calgary, Alberta, Canada; Alliance Française Calgary; Edmonton, Alberta, Canada. Derived from headings; source checked 2026-11-10.
Listing updated: . Machine-readable profile (JSON)
{
"schemaVersion": "1.0",
"name": "French4PR",
"slug": "french4pr",
"website": "https://french4pr.com",
"category": "education",
"description": "French4PR lists French test centres, schools and online tutors for Canadian permanent residence. Browse by city and category, and access listings through a free API and MCP server.",
"capabilities": [
"llmsTxt documentation",
"llmsFullTxt documentation"
],
"aiResources": {
"llmsTxt": {
"type": "llmsTxt",
"url": "https://french4pr.com/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:46.049Z",
"lastSuccessfulAt": "2026-11-10T22:20:46.049Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 12254,
"estimatedTokens": 3062,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "d23f465681b816405bff7235e26747633077063dc99dea61d6d780fc472d7d90",
"internalLinks": 99,
"externalLinks": 2,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "French4PR",
"usefulTitle": true,
"headingCount": 13,
"uniqueHeadingCount": 13,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 100,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 103,
"invalidLinks": 0,
"duplicateLinks": 2,
"descriptiveLinks": 101,
"annotatedLinks": 97
},
"linkHealth": {
"eligibleCount": 101,
"selectedCount": 5,
"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
"checkedAt": "2026-11-10T22:20:50.377Z",
"sourceHash": "d23f465681b816405bff7235e26747633077063dc99dea61d6d780fc472d7d90",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://french4pr.com/newsletter",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:20:50.377Z"
},
{
"url": "https://french4pr.com/guides/how-to-choose-french-provider.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://french4pr.com/in/gujarat.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://french4pr.com/category/online-prep.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://french4pr.com/gb/england/london.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
}
]
},
"headings": [
"French4PR",
"Countries",
"Regions",
"French providers by city",
"Categories",
"Free tools",
"Products",
"Academy",
"French for PR guides",
"About this site",
"Data sources",
"API"
],
"warnings": [
"2 duplicate documentation links"
],
"summary": "Documentation sections: French4PR; Countries; Regions; French providers by city; Categories; Free tools.",
"summarySourceHash": "d23f465681b816405bff7235e26747633077063dc99dea61d6d780fc472d7d90",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"llmsFullTxt": {
"type": "llmsFullTxt",
"url": "https://french4pr.com/llms-full.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:47.553Z",
"lastSuccessfulAt": "2026-11-10T22:20:47.553Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 17580,
"estimatedTokens": 4377,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "1127f09888ba9d4501a4ee2514f0a8eed1b7f411f436798692ba692d0cbed355",
"internalLinks": 38,
"externalLinks": 31,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "French4PR",
"usefulTitle": true,
"headingCount": 62,
"uniqueHeadingCount": 62,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 42,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 71,
"invalidLinks": 0,
"duplicateLinks": 2,
"descriptiveLinks": 40,
"annotatedLinks": 11
},
"headings": [
"French4PR",
"São Paulo, São Paulo, Brazil",
"Aliança Francesa de São Paulo",
"Calgary, Alberta, Canada",
"Alliance Française Calgary",
"Edmonton, Alberta, Canada",
"Alliance Française d'Edmonton",
"Vancouver, British Columbia, Canada",
"Alliance Française Vancouver",
"Winnipeg, Manitoba, Canada",
"Alliance Française du Manitoba",
"Halifax, Nova Scotia, Canada"
],
"warnings": [
"2 duplicate documentation links"
],
"summary": "Documentation sections: French4PR; São Paulo, São Paulo, Brazil; Aliança Francesa de São Paulo; Calgary, Alberta, Canada; Alliance Française Calgary; Edmonton, Alberta, Canada.",
"summarySourceHash": "1127f09888ba9d4501a4ee2514f0a8eed1b7f411f436798692ba692d0cbed355",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"webmcp": null
},
"readiness": {
"score": 100,
"version": "2.0",
"confidence": "medium",
"components": [
{
"name": "availability",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "current_access",
"label": "Current usable primary file",
"weight": 25,
"observation": "Current llms.txt retrieval succeeded (HTTP 200); usable text verified.",
"points": 25
}
],
"explanation": "Current usable primary file: 25/25."
},
{
"name": "structure",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "title",
"label": "One project H1 at the beginning",
"weight": 10,
"observation": "1 H1 heading(s); starts with H1: yes.",
"points": 10
},
{
"id": "sections",
"label": "Coherent content sections",
"weight": 5,
"observation": "H2 with content: yes; no heading-level jumps: yes.",
"points": 5
},
{
"id": "file_lists",
"label": "Documentation links organized in lists",
"weight": 5,
"observation": "100 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "13 unique heading(s) out of 13; code examples are excluded.",
"points": 5
}
],
"explanation": "One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5."
},
{
"name": "links",
"weight": 25,
"assessedWeight": 25,
"points": 24.8,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "103 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "101 unique destination(s) from 103 valid occurrence(s).",
"points": 4.9
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "101 of 101 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.",
"points": 2.5
},
{
"id": "link_notes",
"label": "Context beside file links",
"weight": 2.5,
"observation": "97 of 101 unique links have notes beside a Markdown list link.",
"points": 2.4
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 101 destinations sampled: 4 working, 0 confirmed 404/410, 1 unknown. Only working and confirmed-broken results enter this fraction.",
"points": 10
}
],
"explanation": "Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 4.9/5. Descriptive link labels: 2.5/2.5. Context beside file links: 2.4/2.5. Sampled destination accessibility: 10/10."
},
{
"name": "confidence",
"weight": 15,
"assessedWeight": 15,
"points": 15,
"rules": [
{
"id": "verification_age",
"label": "Age of last successful verification",
"weight": 10,
"observation": "Last success: 2026-11-10T22:20:46.049Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.",
"points": 10
},
{
"id": "latest_success",
"label": "Latest primary check succeeded",
"weight": 5,
"observation": "Latest primary verification succeeded.",
"points": 5
}
],
"explanation": "Age of last successful verification: 10/10. Latest primary check succeeded: 5/5."
},
{
"name": "metadata",
"weight": 10,
"assessedWeight": 10,
"points": 10,
"rules": [
{
"id": "summary",
"label": "Useful summary blockquote",
"weight": 5,
"observation": "A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.",
"points": 5
},
{
"id": "context",
"label": "Useful introductory context",
"weight": 5,
"observation": "An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.",
"points": 5
}
],
"explanation": "Useful summary blockquote: 5/5. Useful introductory context: 5/5."
}
],
"earnedPoints": 99.8,
"assessedWeight": 100,
"availableWeight": 100,
"provisional": false,
"calculatedAt": "2026-11-10T22:20:56.805Z",
"lastVerifiedAt": "2026-11-10T22:20:46.049Z",
"evidence": {
"sourceUrl": "https://french4pr.com/llms.txt",
"contentHash": "d23f465681b816405bff7235e26747633077063dc99dea61d6d780fc472d7d90",
"processingVersion": "2.0",
"retrievedAt": "2026-11-10T22:20:46.049Z"
},
"linkSampling": {
"eligibleCount": 101,
"selectedCount": 5,
"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
"checkedAt": "2026-11-10T22:20:50.377Z",
"sourceHash": "d23f465681b816405bff7235e26747633077063dc99dea61d6d780fc472d7d90",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://french4pr.com/newsletter",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:20:50.377Z"
},
{
"url": "https://french4pr.com/guides/how-to-choose-french-provider.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://french4pr.com/in/gujarat.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://french4pr.com/category/online-prep.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://french4pr.com/gb/england/london.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:20:50.377Z",
"attempted": true,
"status": "working",
"reason": "http_success"
}
]
},
"warnings": [
"This measures observable documentation, not model rankings or citation probability.",
"H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.",
"Destination accessibility covers a sample of 5 out of 101 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T22:20:56.806Z"
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