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Transparency

Data sources & methodology

See where public information comes from, how evidence is labelled, which sources are monitored for review, and where PuckReady intentionally stays cautious.

Last updated: June 5, 2026

See where public information comes from, how evidence is labelled, which sources are monitored for review, and where PuckReady intentionally stays cautious.

Our Commitment to Accuracy

We only publish statistics we can verify from official sources. When data is estimated or calculated, we clearly label it as such.

Verified

Data directly from official sources like Hockey Canada reports.

Estimated

Calculations based on verified data with clearly stated methodology.

Community

Program listings submitted by providers and reviewed against available source information.

Source Standard

Official first

League, association, school, rink, organizer, provider, or sport-governing-body pages are the preferred source for facts, dates, prices, locations, and eligibility details.

Credible secondary, labeled

When official pages are incomplete or unavailable, credible secondary sources can be used, but they should be labeled as secondary and reviewed before strong claims are published.

Public Source Status Snapshot

These counts come from report snapshots and registry configuration. They are operating evidence, not a promise that every public listing is live-current at this moment. This snapshot used report-only dry-run mode, so official source checks ran without source-health writes, run logs, or candidate staging.

Partial source operations snapshot - current coverage metadata is unavailable in this legacy artifact (report-only dry-run)
139
Registry sources
68
No-write checks
6
Manual-review failures
618
Review candidates queued
This snapshot is partial: 0 source check(s) were deferred, source discovery was unavailable, or the artifact lacks current coverage metadata. The counts below do not represent complete source coverage.

Manual-only coverage

15 registry source(s) are intentionally manual-only, including association context and social-first leads.

Stale or high-risk queue

The report snapshot shows 10 stale candidate(s) and 579 high-risk candidate(s) needing operator review.

Listing verification dry run

100 listing source link(s) were checked in a no-write review on 2026-06-04.

Monthly source proof

Source Operations Score

This score summarizes source-check operations, review queue pressure, failed checks, and manual-only coverage. It is not a full-database freshness guarantee or provider endorsement.

Partial report snapshot - deferred or unavailable source coverage requires review (report-only dry-run)
63
of 100

35% source-check health + 25% listing link review sample + 25% review queue pressure + 15% manual/source-risk separation

Source-check health

88/100

68 source checks, 6 failed, 2 degraded, 0 deferred.

This run is partial; deferred or unavailable coverage is not treated as current.

Listing link review sample

100/100

100 of 100 listing source links reviewed in the latest no-write run.

Link reachability is not fact-level verification of dates, price, roster eligibility, or registration status.

Review queue pressure

0/100

618 pending candidate(s), 579 high-risk candidate(s), 10 stale candidate(s), 4 action item(s).

Large queues lower the operating score even when individual link checks pass.

Manual/source-risk separation

45/100

15 manual-only source(s), 2 social lead-only source(s), 6 failed and 0 deferred automated source check(s).

Manual and social sources can identify leads, but they do not publish or update facts without review.

6
Failed checks
15
Manual-only sources
2
Social lead-only sources
4
SLA action items
0
Deferred checks

Public proof boundaries

  • Dry-run versus live/current data is labelled wherever report-derived counts are shown.
  • Source checked means a source or link was reviewed within the report process; it does not prove every listing fact is current.
  • 0 source check(s) were deferred or source discovery was unavailable; this snapshot is incomplete.
  • Link reachability is not fact-level verification of dates, costs, eligibility, sanction status, or program quality.

Regenerate this report with npm run source:quality. The source ledger currently has 678 triage row(s); those rows are review workload, not confirmed factual defects.

Source Families and Cadence

Official program and provider pages

96 sources

Used for dates, ages, costs, registration status, locations, and organizer links.

Cadence
Daily automated checks, with manual review for association and social-first leads
Status
Mixed current and review queue

Tournament and travel-region sources

28 sources

Used for Manitoba and nearby travel-region tournament listings.

Cadence
Daily automated checks, with manual review for blocked or lead-only sources
Status
Current plus blocked/manual-review coverage

Academy and school sources

12 sources

Used for hockey academy, school-integrated, and evaluation-camp context.

Cadence
Weekly automated checks with school-year manual review
Status
Monitored

Manual association and community leads

15 sources

Used to find gaps and confirm regional context without auto-publishing changes.

Cadence
Manual review only
Status
Lead or confirmation source

Review State Meanings

Details checked

A listing source was reviewed for factual listing details. This is not a provider endorsement, quality approval, sanction approval, or recommendation.

May be out of date

The source exists, but the check is old enough that families should confirm current dates, cost, and availability before registering.

Not confirmed yet

The listing has incomplete, missing, or low-confidence source evidence and should be reviewed before stronger claims are made.

Conflicting details

Available sources disagree on an important fact such as dates, price, age range, location, or registration status.

Manual review required

Automated checks are blocked, unsuitable, or unavailable. A human reviewer must use the official source or organizer confirmation.

Lead only

A community, social, or alert source may identify a possible opportunity, but PuckReady looks for an official organizer source before publishing facts.

Blocked and Manual-Review Sources

Hockey Manitoba and similar official pages can block automated checks. PuckReady treats those as manual-review required, not silently current.

Not auto-verified

Sledge Hockey Manitoba

Manual review required

Automated check failed. Review the official or organizer source manually before claiming current coverage.

Selkirk Steelers Skills Camp

Manual review required

Automated check failed. Review the official or organizer source manually before claiming current coverage.

Hockey Manitoba Programs

Manual review required

HTTP 403 automated access block. Treat the official source as source of record, but review currentness manually.

Girls Hockey United

Manual review required

HTTP 403 automated access block. Treat the official source as source of record, but review currentness manually.

Hockey Manitoba Tournaments

Manual review required

HTTP 403 automated access block. Treat the official source as source of record, but review currentness manually.

Manitoba Hockey Academies

Manual review required

HTTP 403 automated access block. Treat the official source as source of record, but review currentness manually.

Inclusion and Exclusion Rules

Included when reviewable

  • Official organizer, league, school, rink, association, tournament, or sport-governing-body pages are preferred for public facts.
  • Credible secondary sources can support a listing only when the page clearly labels the evidence as secondary or cross-check context.
  • Direct submissions and corrections are reviewed before public data changes.
  • Community, social, and alert sources are treated as leads until an official or organizer source confirms the listing facts.

Held, excluded, or softened

  • Private messages, child-level personal information, and unsourced social claims are not public listing evidence.
  • Old, generic, off-topic, duplicate, or non-hockey pages are suppressed or held for review.
  • Blocked automated checks are not marked current; they become manual-review-required sources.
  • Source checks do not verify coaching quality, safety, affiliation, sanction approval, or program recommendation.

Association Audit Standard

The association directory uses a May 12, 2026 off-season standard: a site can be current if it shows reasonable evidence from the just-completed season, current off-season administration, or early next-season activity. Second-pass source checks may add official source links after the original audit, but unresolved rural rows remain labelled as follow-up leads.

Partial provincewide inventory
132
Directory rows tracked
68
Follow-up rows
53
Verified audit rows

Off-season currentness

AGM notices, spring tryouts, coach applications, year-end reports, current board pages, and recent playoff or registration evidence can all count as current.

Platform migrations

TeamLinkt, HockeyTech, HomeTeamsOnline, Spordle, GOALLINE, and old LeagueLineup or Geocities links are labelled so stale domains are not mistaken for official current sources.

Follow-up boundaries

Rural rows without a resolved official site remain visible as review leads. PuckReady does not claim the full Manitoba MHA website universe is complete.

Source documents used

  • Deep Research/compass_artifact_wf-c0ffe236-4bd6-4afa-9094-933c51ff8d74_text_markdown.md
  • Deep Research/Manitoba Minor Hockey Website Audit.docx
  • Deep Research/Manitoba Minor Hockey Website Inventory.docx

Primary Data Sources

Hockey Canada Annual Reporting

Official Statistics
Official Source

Player registration data by province, age division, and gender. Published annually.

Data we use:
  • Manitoba player registration counts
  • Age division breakdown (U7-U18)
  • Junior hockey registration
View Source

Hockey Manitoba

Provincial Authority
Official Source

Official provincial hockey organization. Provides tier structures, fee schedules, and regulations.

Data we use:
  • Tier structure (A1-A5)
  • Team categorization
  • Provincial fee schedules
View Source

Hockey Winnipeg

Regional Authority
Official Source

Metro Winnipeg hockey organization. Provides local association information and fee structures.

Data we use:
  • Registration fees
  • Association listings
  • League schedules
View Source

Hockey Canada, Hockey Manitoba, and Hockey Winnipeg rulebooks

Official Rules
Official Source

Current rulebook and handbook sources used for parent-facing rules, sanctioning, travel-permit, and rink-behaviour guidance.

Data we use:
  • Equipment context
  • Penalty and referee-signal context
  • Body checking guidance
  • Sanctioning and tournament questions
View Source

WHL & CHL

Junior Hockey Leagues
Official Source

Official draft results and player progression data.

Data we use:
  • WHL draft picks by province
  • Manitoba player counts
View Source

MJHL Hockey

Junior League
Official Source

Manitoba Junior Hockey League official data on alumni and NCAA placements.

Data we use:
  • NCAA Division I alumni counts
  • Player advancement statistics
View Source

NCAA Eligibility Center

Official Eligibility
Official Source

Rules and eligibility requirements for prospective NCAA student-athletes.

Data we use:
  • Eligibility framing
  • Academic requirements
  • Recruiting context
View Source

U SPORTS

Canadian University Sport
Official Source

Canadian university sport organization used for U Sports pathway context.

Data we use:
  • Canadian university hockey pathway context
  • Scholarship and eligibility context
View Source

Local Associations

Community Programs
Official Source

Association websites and regional portals used for community hockey context, local links, registration cues, and source verification.

Data we use:
  • Registration fees (SBMHA, LSMHA, etc.)
  • Association links
  • Off-season currentness signals
  • Program offerings

Manitoba Minor Hockey Website Audit

Association Inventory
Official Source

May 12, 2026 review of Manitoba minor hockey association, regional, AA/AAA, and female hockey web properties.

Data we use:
  • Website status
  • Platform/host
  • Content currency
  • Confidence labels
  • Manual follow-up gaps

Monitored Source Registry

The registry is used to create review candidates. It does not automatically publish scraped changes.

139 sources tracked
3
season_milestones
96
programs
28
tournaments
12
academies

Discovery Coverage Checks

PuckReady also runs targeted checks for sources that are easy to miss with a generic scraper. These checks create review candidates, not automatic public listings.

Review first

Excessive Speed Hockey

Official program source

Seasonal camp and training pages are checked as one adapter so hidden detail pages can still become review candidates.

Daily automated checks plus manual discovery audit

WinnPro Hockey

Official program source

July, August, and on-ice program pages are monitored separately because family-facing blocks can live on different URLs.

Daily automated checks plus manual discovery audit

Laker Hockey Academy

Official program source

The long hockey-programs page is split into individual review candidates rather than treated as one generic page.

Daily automated checks plus manual discovery audit

Zajac Hockey Winnipeg

Official program source

Winnipeg-specific camp and clinic page monitored for local opportunities.

Daily automated checks plus manual discovery audit

Manitoba Hockey Parents

Manual lead source

Community posts can point to missed opportunities, but PuckReady looks for an official organizer source before publishing facts.

Manual review only

Association audit sources

Manual verification sources

Regional and association pages from the May 12, 2026 audit are used to confirm official links and coverage gaps, not to auto-publish programs.

Manual review only

Hockey Manitoba season registration guidance

Official season boundaries and provincial registration acceptance rule.

season_milestonesdaily
View source

Hockey Manitoba First Shift registration

Official First Shift registration state; never infer an unpublished deadline.

season_milestonesdaily
View source

Hockey Winnipeg current notices

Official Hockey Winnipeg notices for explicit registration, event, and tryout dates.

season_milestonesdaily
View source

Hockey Manitoba Tournaments

Official provincial tournament source.

tournamentsdaily
View source

Hockey Manitoba Minor Hockey Tournaments

Official sanctioned Manitoba minor hockey tournament index.

tournamentsdaily
View source

Hockey Manitoba U7 Sanctioned Tournaments

Official Hockey Manitoba sanctioned U7 tournament table. Each row becomes a review candidate; contact columns are never read.

tournamentsdaily
View source

Hockey Manitoba U9 Sanctioned Tournaments

Official Hockey Manitoba sanctioned U9 tournament table. Each row becomes a review candidate; contact columns are never read.

tournamentsdaily
View source

Hockey Manitoba U11 Sanctioned Tournaments

Official Hockey Manitoba sanctioned U11 tournament table. Each row becomes a review candidate; contact columns are never read.

tournamentsdaily
View source

Methodology Notes

NHL Draft Odds

Our NHL statistics are framed as estimates and should be read as directional rather than exact odds. We compare long-run Hockey Canada registration data, junior draft context, and career-length thresholds because:

  • Draft picks today come from cohorts that registered 12-15 years ago
  • Being drafted does not guarantee an NHL career
  • Many drafted players never play a single NHL game

Registration Fees

Fee ranges are sourced from individual minor hockey association websites. We report base registration costs, which typically don't include additional team fees, tournament fees, or equipment. Fees are updated annually as associations publish new rates.

Program Listings

Programs are submitted by providers through our submission form. Our team reviews submissions for accuracy before publishing. We do not verify coaching credentials or guarantee program quality.

Claim Review

Strong public claims should connect to this source standard or be softened. When a page uses a credible secondary source, the page should make that clear instead of presenting it as official data.

Important Disclaimer

PuckReady is an independent resource built by Manitoba hockey parents. We are not affiliated with Hockey Manitoba, Hockey Canada, Hockey Winnipeg, or any specific program. While we strive for accuracy, this information is provided as-is and should not be used as the sole basis for important decisions. Always verify directly with official sources.