Ranked MBA & EMBA Deadline Finder

Ranked MBA & EMBA Deadline Finder tracks public application deadlines for leading MBA and Executive MBA programs. It checks official business school admissions pages, extracts application rounds, normalizes dates, and returns clean rows for applicant shortlists, admissions consulting dashboards, education marketplaces, and recurring deadline monitoring.

Use it when you need a practical regional admissions calendar without manually visiting every school page. The actor emits rows only when it can parse a full date from a public official page, and records partial or failed pages in RUN_SUMMARY instead of inventing deadlines.

Why Use This Actor

• Build regional MBA and EMBA deadline trackers for applicants, consultants, and education platforms.
• Compare rounds across ranked schools by country, region, program type, and ranking band.
• Monitor approaching deadlines with daysUntilDeadline and deadlineStatus.
• Capture decision dates and deposit dates when schools publish them near the application deadline.
• Schedule checks for each admissions cycle and append runs to a shared dataset.
• Keep public output clean while retaining diagnostics in RUN_SUMMARY.

Common Use Cases

• Admissions consulting calendars: feed weekly regional results into a CRM, spreadsheet, or client dashboard.
• Applicant shortlist planning: sort by applicationDeadline and daysUntilDeadline to plan essays, recommendations, test dates, and deposits.
• Education marketplace research: keep program pages, alerts, or newsletter content current with normalized school and deadline fields.
• Recurring monitoring: schedule the actor during application season and append runs to a shared dataset with datasetId.

What Data Does It Return?

The dataset contains one row per parsed program round. Rows are designed for direct use in tables, exports, and automation systems.

Field	Description
schoolName	Business school or university name.
programName	MBA or Executive MBA program name.
programType	MBA or EMBA.
rankingCohort	Internal ranked-school cohort used to include the program in coverage.
rankingBand	Broad rank band such as Top 25, Top 50, or Top 100.
city, country, region	Program location fields for filtering and reporting.
intakeYear	Intake or class year inferred from the admissions page when available.
roundName	Application round, stage, priority round, or equivalent label.
applicationDeadline	Normalized application deadline in YYYY-MM-DD format.
decisionDate	Admissions decision or notification date when published.
depositDeadline	Deposit or enrollment deadline when published.
daysUntilDeadline	Number of days from the run date to the application deadline.
deadlineStatus	upcoming, passed, or not_published.
verificationStatus	official_confirmed for high-confidence official tables, official_partial for official page text.
changeStatus	Currently not_compared; reserved for comparison workflows.
changedFields	Reserved for future comparison output.
programFormat	Program format category such as full-time or executive.
runId	Optional workflow identifier copied from the input.

Public dataset rows do not include source URLs. Source diagnostics, failed fetches, and parser notes are stored in RUN_SUMMARY.

Supported Coverage

The first release uses a curated school-program universe covering leading MBA and EMBA programs across the supported regions. The seed list is informed by ranked-school cohorts such as global MBA, European business school, and regional accredited-school research. Rankings are used only to decide which programs are worth checking; deadline values are collected from official school pages at run time.

Supported region values are North America, Europe, Asia-Pacific, Middle East, Latin America, and Africa.

Coverage is intentionally incremental. If the actor cannot parse a page confidently, the program is reported in RUN_SUMMARY as no_deadlines_found or fetch_failed.

Input Example

{
  "regions": ["Europe"],
  "programTypes": ["MBA", "EMBA"],
  "countries": ["France", "Spain", "United Kingdom"],
  "datasetId": "optional-existing-dataset-id",
  "runId": "fall-2026-europe-monitor"
}

Input Reference

Field	Type	Required	Description
regions	array	yes	Regions to search. Leave broad when you want a regional calendar; narrow it when monitoring a specific geography.
programTypes	array	yes	Use MBA, EMBA, or both.
countries	array	no	Optional country-name filter such as France, Portugal, United Kingdom, or United States.
datasetId	string	no	Existing Apify dataset ID to append rows to in addition to the default run dataset.
runId	string	no	Optional workflow identifier copied into each row for downstream joins.

Output Example

{
  "schoolName": "INSEAD",
  "programName": "MBA",
  "programType": "MBA",
  "rankingCohort": "ft_global_mba",
  "rankingBand": "Top 25",
  "city": "Fontainebleau / Singapore",
  "country": "France",
  "region": "Europe",
  "intakeYear": null,
  "roundName": "Round 4",
  "applicationDeadline": "2026-08-04",
  "decisionDate": "2026-09-04",
  "depositDeadline": null,
  "daysUntilDeadline": 84,
  "deadlineStatus": "upcoming",
  "verificationStatus": "official_confirmed",
  "changeStatus": "not_compared",
  "changedFields": null,
  "programFormat": "full_time",
  "runId": "fall-2026-europe-monitor"
}

Understanding Results

verificationStatus helps you decide how much manual review a row needs. official_confirmed usually means a structured admissions table or highly specific page section; official_partial means official page text with less formal structure.

deadlineStatus is calculated from the run date. upcoming is useful for alerts and shortlist planning. passed can still be useful when you are building a complete admissions-cycle archive. not_published is reserved for programs where a row is possible but the actual date is unavailable.

RUN_SUMMARY is the right place to inspect coverage quality. It includes selected program count, output rows, parsed programs, failed programs, and per-program notes.

API Usage

Run the actor with a bearer token:

curl "https://api.apify.com/v2/acts/trovevault~ranked-mba-emba-deadline-finder/runs?waitForFinish=120" \
  -X POST \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "regions": ["Europe"],
    "programTypes": ["MBA", "EMBA"],
    "countries": ["France", "Spain"],
    "runId": "europe-mba-monitor"
  }'

Limitations

• The actor does not claim complete global MBA or EMBA coverage.
• It does not scrape login-only application portals.
• It does not emit rows for vague dates such as "September 2026" unless a full date can be parsed.
• It does not expose source URLs in the public dataset.
• Some schools change page structure, rename rounds, or publish deadlines in PDFs; those cases may require parser updates.
• Executive education short courses, certificates, and non-degree programs are out of scope.

Troubleshooting

Fewer schools than expected

Check your countries filter first. Country names must match supported metadata, for example United Kingdom rather than UK. Then open RUN_SUMMARY and look for no_deadlines_found or fetch_failed.

A school is in RUN_SUMMARY but not the dataset

The actor reached the page but did not find a full parseable deadline. The page may publish tentative dates, use a PDF, or need a school-specific parser update.

All rows are from one program type

Confirm that programTypes includes both MBA and EMBA if you want both. Some regions have stronger MBA coverage than EMBA coverage in the first release.

FAQ

Does this actor ask users to choose rankings?

No. Rankings and directories are internal coverage inputs. Users choose the region, program type, and optional country.

Are deadline values official?

Rows are parsed from public official business school admissions pages. The actor still treats parsing as evidence-based extraction, not a guarantee that a school will not later change the page.

Why are source URLs not in the dataset?

The dataset is designed for applicant and consultant workflows. Source evidence and parser notes are kept in run metadata instead of exposing upstream pages in every row.

Can I monitor only Europe?

Yes. Set regions to ["Europe"]. You can also add countries such as France, Spain, or United Kingdom.

Does it cover all ranked MBA programs?

No. It starts from a curated ranked-school universe and grows over time. Missing or unparseable programs are recorded in RUN_SUMMARY when they are part of the selected run.

Does it cover short executive education courses?

No. The scope is MBA and Executive MBA admissions deadlines, not short courses, certificates, or open-enrollment executive education.

Can this run on a schedule?

Yes. Schedule it weekly or daily during application season. Use datasetId for a long-lived dataset and export to CSV, Excel, Google Sheets, or your BI tool.

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Changelog

• 0.1: Initial ranked MBA and EMBA deadline finder with official-page parsing and curated school seed list.

Feedback and Support

Open an Apify issue with the school name, program type, selected region/country, run ID, and admissions page you expected to be covered.