index / Build a Thesis vs What Do
>_ Build a Thesis vs What Do
Build a Thesis and What Do, side-by-side. Compare the facts below, then pick the one that fits your workflow.
Build a Thesis
What Do
one-liner
AI workspace that generates a structured investment thesis from any ticker in minutes, with free financials and visualizations.
Plain-English company descriptions for public tickers — answers "what does this company actually do?" without the marketing copy.
best for
investors who want to quickly produce a structured thesis on a stock
understanding what a public company does without marketing copy
key feature
Ticker → full thesis in <5 minutes
Strip the IR jargon — a one-paragraph plain answer per ticker
who uses it
Retail
—
asset class
Equities
Equities
function
Research
Research
strategies
Fundamental Analysis, Value Investing, Growth Investing, Long-Term Investing
Fundamental Analysis
workflow
Research
Research
instruments
Stocks
—
pricing
FREE
FREE
free tier
yes
yes
model
free
—
via
web
web
audience
retail
—
upvotes
0
0
Build a Thesis vs What Do: key differences
- Build a Thesis lists Retail users; What Do does not.
- Build a Thesis is tagged for value investing, growth investing, long-term investing.
about Build a Thesis
ai research workspace that generates a structured investment thesis from a ticker symbol. provides free financials, visualizations, and company analysis. delivers output in under 5 minutes.
about What Do
plain-english company descriptions for public equity tickers, stripping investor relations jargon to answer what a company actually does. the service has been retired and is no longer available; historical data is being preserved.
Build a Thesis
AI workspace that generates a structured investment thesis from any ticker in minutes, with free financials and visualizations.
[↗] visit buildathesis.comWhat Do
Plain-English company descriptions for public tickers — answers "what does this company actually do?" without the marketing copy.
[↗] visit what-do.pages.devSee full data, pricing and alternatives on the Build a Thesis profile page, or the What Do profile page.