Prompt
What are the best free comparables and valuation tools for a small team testing market research workflows?
Latest observation
For a small team testing market research workflows, the best free or freemium comparables and valuation tools are usually the ones that give you:
- enough data to prototype workflows,
- easy exports,
- decent coverage of public companies,
- and a low learning curve.
Here’s a practical shortlist by use case.
Best free / freemium comparables tools
1. Koyfin
Best for: Public comps, valuation, dashboards
Why it’s useful:
- Good free tier for screening, charts, and basic company comparison
- Clean interface
- Helpful for building repeatable workflow tests
- Good for analyst-style market research prototypes
Limitations: Some valuation and export features are gated.
2. CompaniesMarketCap
Best for: Quick valuation checks, market cap ranking, basic comps
Why it’s useful:
- Very easy to use
- Strong for fast “who are the biggest peers?” workflows
- Useful for lightweight market research and competitor mapping
- Covers many public companies globally
Limitations: Not deep on financial modeling or detailed valuation ratios.
3. StockAnalysis
Best for: Comparable company screens, financial ratios, historical fundamentals
Why it’s useful:
- Good free access to fundamentals and ratios
- Easier to use than many legacy finance sites
- Useful for testing workflows around comps tables and multiples
Limitations: Some advanced features are restricted.
4. Wall Street Zen
Best for: Simple financial comparison and valuation snapshots
Why it’s useful:
- Free and straightforward
- Good for quick peer comparison
- Easy to test basic analyst workflows
Limitations: Less robust than premium tools.
5. Macrotrends
Best for: Historical data, margin trends, valuation history
Why it’s useful:
- Great for pulling long-term financial trend context
- Useful for basic market research and trend analysis workflows
- Good when you want to compare companies over time
Limitations: More trend-oriented than comps-screening oriented.
Best free tools for valuation workflows
6. GuruFocus free tier
Best for: Valuation ratios, historical valuation, quality metrics
Why it’s useful:
- Strong for workflow prototyping around valuation research
- Offers decent insight into multiples, intrinsic value-style analysis, and quality metrics
Limitations: Many advanced features are paywalled.
7. Simply Wall St
Best for: Visual valuation summaries and comps-style workflow testing
Why it’s useful:
- Great UX for non-technical users
- Helpful for testing stakeholder-friendly research outputs
- Good visual summaries of valuation and peer context
Limitations: Free access is limited; deeper detail requires paid access.
8. TradingView
Best for: Charting, price context, quick company lookup
Why it’s useful:
- Excellent free charts
- Helpful when workflows need market context alongside fundamentals
- Good for combining price action with company research
Limitations: Not a full valuation platform.
Best free sources for raw data / DIY workflow testing
9. SEC EDGAR
Best for: Primary-source filings, financial statement extraction
Why it’s useful:
- Most reliable public data source in the US
- Great for testing workflows that need filing-based comparables or data extraction
- Useful for building your own comp database
Limitations: Not user-friendly; best for process testing rather than analyst convenience.
10. Alpha Vantage
Best for: API-based financial data workflows
Why it’s useful:
- Free API tier
- Good if your team is testing automated research pipelines
- Useful for pulling fundamentals and market data into spreadsheets or apps
Limitations: Rate limits and coverage constraints.
11. Financial Modeling Prep (FMP)
Best for: API-based comps/valuation prototypes
Why it’s useful:
- One of the best free-ish options for fundamentals APIs
- Easy to prototype valuation screens and peer tables
- Good documentation for small teams
Limitations: Free tier is limited; deeper usage requires paid plan.
Best choice depending on your workflow
If you want the best overall free tool
Koyfin is often the most balanced for comps + valuation + workflow testing.
If you want fast and simple comparable company lookup
CompaniesMarketCap or StockAnalysis.
If you want historical trend and valuation context
Macrotrends.
If you want API-based workflow testing
Alpha Vantage or Financial Modeling Prep.
If you want source-of-truth filings
SEC EDGAR.
Suggested stack for a small team
If you’re testing market research workflows, a practical free stack is:
- Koyfin – main analyst interface
- StockAnalysis – backup for comps and ratios
- Macrotrends – historical trend validation
- SEC EDGAR – source documents
- FMP or Alpha Vantage – automation/API tests
What to look for when choosing
For workflow testing, prioritize tools with:
- exportable tables
- consistent ticker/company identifiers
- clear peer comparison views
- historical financials
- API access or CSV export
- easy collaboration and browser use
If you want, I can also give you:
- a ranked table of these tools by feature,
- a free-only workflow stack for a team of 2–5, or
- a comparison matrix for comps/valuation features.
Observation history
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How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.