Acquire public source material
Transcript and filing references are collected from public sources. Pages retain source links when available.
How ConCallIQ turns concalls into structured intelligence
The site is generated from public transcripts, filing-backed financial data, strict JSON schemas, and static-page validation before deployment.
Pipeline
Extract structured earnings data
The AI output must fit a repeatable schema: summary, key numbers, guidance, risks, quotes, sentiment, and financial fields.
Verify the number spine
Generated pages are skipped unless required financial fields exist and are marked verified against official filing data.
Publish static research pages
The build validates titles, canonical URLs, legal disclaimers, JSON-LD, search data, and internal links before shipping.
Current Coverage Snapshot
63 companies · 65 generated earnings pages
Coverage is intentionally shown from the current dataset so the public site does not overclaim future depth.
Other42 pagesInformation Technology9 pagesHealthcare5 pagesManufacturing4 pagesInfrastructure2 pagesConsumer1 pages