Professional workflow
AI for independent equity research

By the ThesisLoop team · Updated 2 Jul 2026

AI for Independent Equity Research and Newsletters

Publish cited, evidence-backed research at a solo writer's cadence: AI does the document work, citations carry the credibility, and the voice and judgment stay yours.

Informational research only. ThesisLoop is not investment advice, a stock recommendation, or a guarantee of returns.

Who this page is for

Independent research writers, newsletter authors, and paid-research creators


Example assets to start with

NVDA
PLTR
TSLA
GOOGL

Why this matters now

Paying readers have learned to distinguish evidence-backed writing from AI-slop content, so citations to primary sources have become the visible trust signal independent research competes on.

ThesisLoop research prompt

Assemble the evidence base for a piece on [company]: quotable, page-cited findings from its filings across business model, management record, growth, and risk, ready to be argued over in the writer's own voice.

Start with this prompt

Evidence checks

Let AI do the document work on the filings; keep the interpretation, narrative, and voice as the product readers pay for.

Cite every load-bearing claim to a primary-source page so skeptical subscribers can check it themselves.

Keep published writing analytical across jurisdictions: no target prices, ratings, or buy/sell framing that crosses into advice regimes.

Date sources and note reporting periods so a piece's evidence can be re-audited after the story moves on.

Research questions

Which claims in the draft would a skeptical paying subscriber challenge first?

What primary-source quote or figure makes each section's argument checkable rather than asserted?

Where does the piece's language drift from analysis toward recommendation, and how should it be reworded?

How much publishing cadence can one writer sustain if the document work is compressed?

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.

AI for independent equity research
investment newsletter research workflow
substack stock research tools
independent research provider AI
publish cited stock research

Related research topics

Move from a broad theme into adjacent company-level diligence.