>_ alternatives to What Do
8 research tools that do a similar job to What Do, with the facts side-by-side.
See full data, pricing and features on the What Do profile page.
the tool you're replacing
What Do— Plain-English company descriptions for public tickers — answers "what does this company actually do?" without the marketing copy.
plain-english company descriptions for public tickers. strips investor relations jargon to answer what a company actually does in one paragraph per ticker. web-based reference for cutting through marketing copy.
| tool | best for | pricing | who uses it |
|---|---|---|---|
| What Do (this tool) | anyone who wants to quickly understand what a public company does without reading dense IR language | FREE | Retail |
| ValuationBot | analyzing listed shares with ai-built financial models to find mispriced equities. | $$-$$$ | Retail, Family Office, Hedge Fund, Mutual Fund |
| Build a Thesis | investors who want to quickly produce a structured thesis on a stock | FREE | Retail |
| StockIQ | nigerian investors seeking comprehensive ngx stock research without manual analysis | FREE-$ | Retail |
| Equilyse | equity analysts seeking rapid analysis of company documents and earnings materials | FREE | RIA, Family Office, Mutual Fund, Hedge Fund |
| Investilo AI | individual investors seeking quick, comprehensive stock research summaries | FREE-$$$$ | Retail |
| ValuWiki | retail investors seeking institutional-grade equity research with primary-source citations for every claim. | FREE-$$$ | Retail |
| Rest n Vest | translates SEC filings into plain-language investment insights | FREE-$ | — |
| Exent | translates institutional-grade research into accessible insights for retail | FREE | — |
- ValuationBot— ValuationBot is AI stock valuation and equity research software for public-equity investors. It reads company reports, cleans and interprets financials, builds scenario-based DCF valuations, and produces analyst-style investment cases with catalysts, risks, valuation ranges, downloadable memos, and editable Excel models. Research Desk adds always-on regional market coverage and fresh valuation-backed ideas.
- Build a Thesis— AI workspace that generates a structured investment thesis from any ticker in minutes, with free financials and visualizations.
- Equilyse— AI-powered research workspace for equity analysts — rapid analysis of earnings calls, reports, and filings with portfolio tracking.
- Investilo AI— An analyst-grade stock research report bringing together fundamentals, technical signals, valuation insights, business updates, and key risk factors.
- ValuWiki— Institutional-grade fundamental analysis for any public company — decisive bull/bear cases with every claim cited to a primary source.
- Rest n Vest— Generates investment thesis, financial health analysis, competitive landscape, and timing signals from SEC filings for individual stocks.
- Exent— Provides institutional-grade equity research and analysis for self-directed individual investors through AI-powered tools