Framework: Source Hierarchy (Filings > Transcripts > Commentary)
A one-card source hierarchy for stock research: audited filings first, then interim filings, news releases, call transcripts, analyst and data-vendor work, and commentary last — with rules for which source wins when they disagree. Educational, not advice.
By AndrewPublished Updated

Stock research drowns in sources: filings, press releases, call transcripts, analyst notes, apps, videos, forum posts. When they disagree, you need a rule for which one wins. This card is that rule: filings > transcripts > commentary.
Educational framework — not financial advice. Scores in the chart are illustrative. This one-card summary links our deeper guides: using SEDAR+ for stock research, reading an earnings call transcript and evaluating third-party stock score apps.
The card
Why the order works
| Tier | Why it ranks here | Watch out for |
|---|---|---|
| Audited annual filings | Financial statements are audited; CEOs and CFOs certify annual and interim filings; continuous disclosure rules set content and deadlines | Lag — they describe the past |
| Interim filings & material changes | Same rulebook, reviewed rather than audited; material change reports are required for significant events | Quarterly noise |
| News releases | Timely and official, but written to frame the story; non-GAAP measures must be reconciled to the nearest IFRS figure | “Adjusted” headlines — see read non-GAAP metrics critically |
| Calls & presentations | Useful for tone, priorities and commitments; transcripts usually aren’t filed documents | Forward-looking language, selective emphasis |
| Analyst & data vendors | Helpful synthesis and consensus, but derived from tiers 1–4 | Stale data, inconsistent definitions, conflicts |
| Commentary | Fast and sometimes insightful | No accountability; often recycled or wrong |
How to use it
| Situation | Rule |
|---|---|
| An app’s figure disagrees with the filing | Use the filing; find out how the app defines the metric |
| Management’s call comment disagrees with the MD&A | Trust the MD&A; log the gap in your commitment log |
| A headline claims something big happened | Look for a news release or material change report on SEDAR+ |
| A kill criterion depends on a number | Source it from tier 1 or 2 only — see the thesis → catalyst → kill criteria card |
| You’re short on time | Read tier 1–3 for one company before tier 5–6 on ten |
Lower tiers aren’t useless — commentary can tell you what questions to ask. They just can’t be the answer. That’s also how StockSummarizer briefs are built: every brief lists its sources so you can climb back up the ladder — see how to use briefs as learning objects.
Related reading
- How to use SEDAR+ for stock research
- How to research a TSX stock from scratch
- How to read an earnings call transcript
- How to evaluate third-party stock score apps critically
Sources
- National Instrument 51-102 Continuous Disclosure Obligations (annual and interim financial statements, MD&A, AIF, material change reports).
- National Instrument 52-109 Certification of Disclosure in Issuers’ Annual and Interim Filings (CEO/CFO certification).
- National Instrument 52-112 Non-GAAP and Other Financial Measures Disclosure.
- National Policy 51-201 Disclosure Standards (timely and non-selective disclosure).
Media credits
- Hero: “Library and Archives Canada, Ottawa (20564114800).jpg” by shankar s., CC BY 2.0, via Wikimedia Commons. Cropped and resized to 1280×720. Real photograph, not AI-generated.
By Andrew · stocksummarizer.com
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Educational only — not financial advice. Do your own research. See our disclosures.