Public profileJSON
{
"schemaVersion": "1.0",
"name": "ESA Vendors",
"slug": "esa-vendors",
"website": "https://esavendors.fyi",
"category": "education",
"description": "ESA Vendors helps you find learning vendors your education fund reimburses. You can browse private schools, microschools, tutors, curriculum sellers and learning therapy services by country and region. Vendors are grouped by what each fund reimburses. Every page also has a markdown copy. Confirm vendor approval with your fund before you spend.",
"capabilities": [
"llmsTxt documentation",
"llmsFullTxt documentation"
],
"aiResources": {
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"type": "llmsTxt",
"url": "https://esavendors.fyi/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:29:43.295Z",
"lastSuccessfulAt": "2026-11-10T22:29:43.295Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 22266,
"estimatedTokens": 5567,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "e3940aa9a9b94d9e1a7e0625187fdc69e86db669457d4d7f563ad87a32170ffe",
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"externalLinks": 10,
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"firstBlockIsH1": true,
"title": "ESA Vendors",
"usefulTitle": true,
"headingCount": 13,
"uniqueHeadingCount": 13,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 176,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 179,
"invalidLinks": 0,
"duplicateLinks": 1,
"descriptiveLinks": 178,
"annotatedLinks": 174
},
"linkHealth": {
"eligibleCount": 178,
"selectedCount": 5,
"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
"checkedAt": "2026-11-10T22:29:47.076Z",
"sourceHash": "e3940aa9a9b94d9e1a7e0625187fdc69e86db669457d4d7f563ad87a32170ffe",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://esavendors.fyi/affiliate-disclosure",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:29:47.076Z"
},
{
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},
{
"url": "https://esavendors.fyi/us/colorado.md",
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"checkedAt": "2026-11-10T22:29:47.076Z",
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},
{
"url": "https://esavendors.fyi/us/arkansas/west-helena.md",
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"checkedAt": "2026-11-10T22:29:47.076Z",
"attempted": true,
"status": "working",
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}
]
},
"headings": [
"ESA Vendors",
"Countries",
"Regions",
"Education vendors by city",
"Categories",
"Free tools",
"Products",
"Academy",
"Guides",
"About this site",
"Data sources",
"API"
],
"warnings": [
"1 duplicate documentation links"
],
"summary": "Documentation sections: ESA Vendors; Countries; Regions; Education vendors by city; Categories; Free tools.",
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"processingVersion": "2.0",
"method": "markdown-ast-analysis"
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"llmsFullTxt": {
"type": "llmsFullTxt",
"url": "https://esavendors.fyi/llms-full.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:29:45.736Z",
"lastSuccessfulAt": "2026-11-10T22:29:45.736Z",
"contentType": "text/plain; charset=utf-8",
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"externalLinks": 125,
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"firstBlockIsH1": true,
"title": "ESA Vendors",
"usefulTitle": true,
"headingCount": 345,
"uniqueHeadingCount": 345,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 145,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 366,
"invalidLinks": 0,
"duplicateLinks": 6,
"descriptiveLinks": 245,
"annotatedLinks": 24
},
"headings": [
"ESA Vendors",
"Ballarat, Victoria, Australia",
"Ballarat Clarendon College",
"Burwood, Victoria, Australia",
"Presbyterian Ladies' College",
"Corio, Victoria, Australia",
"Geelong Grammar School",
"Kew, Victoria, Australia",
"Methodist Ladies' College",
"Trinity Grammar School Kew",
"Maryborough, Victoria, Australia",
"Highview College"
],
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"6 duplicate documentation links"
],
"summary": "Documentation sections: ESA Vendors; Ballarat, Victoria, Australia; Ballarat Clarendon College; Burwood, Victoria, Australia; Presbyterian Ladies' College; Corio, Victoria, Australia.",
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"method": "markdown-ast-analysis"
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"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": "176 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": 24.91,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "179 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "178 unique destination(s) from 179 valid occurrence(s).",
"points": 4.97
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "178 of 178 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": "174 of 178 unique links have notes beside a Markdown list link.",
"points": 2.44
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 178 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: 4.97/5. Descriptive link labels: 2.5/2.5. Context beside file links: 2.44/2.5. 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: 2026-11-10T22:29:43.295Z. 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": 99.91,
"assessedWeight": 100,
"availableWeight": 100,
"provisional": false,
"calculatedAt": "2026-11-10T22:29:57.169Z",
"lastVerifiedAt": "2026-11-10T22:29:43.295Z",
"evidence": {
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"contentHash": "e3940aa9a9b94d9e1a7e0625187fdc69e86db669457d4d7f563ad87a32170ffe",
"processingVersion": "2.0",
"retrievedAt": "2026-11-10T22:29:43.295Z"
},
"linkSampling": {
"eligibleCount": 178,
"selectedCount": 5,
"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
"checkedAt": "2026-11-10T22:29:47.076Z",
"sourceHash": "e3940aa9a9b94d9e1a7e0625187fdc69e86db669457d4d7f563ad87a32170ffe",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://esavendors.fyi/affiliate-disclosure",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:29:47.076Z"
},
{
"url": "https://esavendors.fyi/us/florida/fort-lauderdale.md",
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},
{
"url": "https://esavendors.fyi/us/florida/orlando.md",
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"checkedAt": "2026-11-10T22:29:47.076Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://esavendors.fyi/us/colorado.md",
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"checkedAt": "2026-11-10T22:29:47.076Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://esavendors.fyi/us/arkansas/west-helena.md",
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"checkedAt": "2026-11-10T22:29:47.076Z",
"attempted": true,
"status": "working",
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}
]
},
"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 178 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T22:29:57.170Z"
}