By the ThesisLoop team · Updated 2 Jul 2026
An AI Workflow for Earnings Season Coverage
Cover a full watchlist through earnings season with a pre-season, reporting-day, and post-call system that keeps every update cited.
Informational research only. ThesisLoop is not investment advice, a stock recommendation, or a guarantee of returns.
Who this page is for
Investors and analysts covering many names in a compressed reporting window
Example assets to start with
Why this matters now
The hard problem is never one call — it is a full watchlist reporting in three weeks, which is exactly where AI compression pays off if citations survive it.
ThesisLoop research prompt
Build an earnings-season coverage plan for [watchlist]: refresh each saved thesis with its open questions, triage which reports need deep reads versus AI-summarized passes, and update each thesis with cited findings after the call.
Start with this promptEvidence checks
Before the season, refresh each saved thesis and write down the open questions each company must answer this quarter.
On reporting days, triage: deep-read transcripts where the thesis is contested, AI-summarize passes where results matched expectations.
After each call, update the thesis with what changed — and require a citation for every updated finding, even AI-summarized ones.
Log names where the quarter contradicted the thesis so they get a full 10-Q and transcript review, not just a summary.
Research questions
Which companies on the watchlist have open thesis questions this quarter must answer?
Which reports deserve a deep read versus an AI-summarized pass, and what evidence sets that bar?
What changed across the watchlist this season — shared drivers, common warnings, diverging guidance?
Where did compressed AI coverage drop something a citation check later caught?
Public report examples
Use these published reports as examples of source-backed research structure: claims, evidence, risks, and follow-up questions. They are educational examples, not investment advice or recommendations.
Keywords this page covers
The goal is not a keyword list. The goal is to turn a search query into a specific, source-backed research workflow.
Related research topics
Move from a broad theme into adjacent company-level diligence.