2026 Rankings

Best Data Aggregation API for Trading Research in 2026

Independent traders drown in data sources. Five APIs ranked for aggregating SERP, Reddit, YouTube, and filings into a daily trading brief in 2026.

Independent traders and small fund analysts drown in data: SEC filings, Reddit ticker threads, finance Twitter, YouTube earnings recaps. The right API aggregates the relevant surfaces into a single typed JSON brief per ticker per day. We ranked five.

Top Pick

Scavio's SERP plus Reddit plus YouTube under one credit pool produces a typed JSON brief per ticker. Drop into a markdown digest or DuckDB.

Full Ranking

#1Our Pick

Scavio

$30/mo for 7,000 credits

Multi-surface trading research aggregation

Pros
  • SERP + Reddit + YouTube
  • Typed JSON
  • Cheap per query
Cons
  • No fundamentals API
  • No Twitter
#2

Polygon.io

From $29/mo

Market data + fundamentals

Pros
  • OHLCV + fundamentals
Cons
  • No SERP/Reddit/YouTube
#3

Tiingo

From $30/mo

Fundamentals + news

Pros
  • Affordable
Cons
  • No multi-surface signal
#4

Financial Modeling Prep

From $14/mo

Cheap fundamentals

Pros
  • Cheap
Cons
  • No multi-surface
#5

DataForSEO

Pay-as-you-go

Raw SERP for finance topics

Pros
  • Mature SERP
Cons
  • No Reddit/YouTube structured

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
Entry price$30/mo$14/mo$29/mo
SERP for filingsYesNoLimited
Reddit ticker sentimentYesNoNo
YouTube earnings recapsYesNoNo
Fundamentals dataNoYesYes
Best forNarrative aggregationFundamentalsOHLCV

Why Scavio Wins

  • Trading narrative drives short-term price action more than fundamentals do for retail traders. Reddit ticker threads, YouTube earnings recaps, and SERP-surfaced filings carry the narrative signal that fundamentals APIs miss. Scavio aggregates all three in one call.
  • Daily ticker briefs run cents per ticker. A 50-ticker watchlist costs about $4.50 per day at the fast tier — well inside any indie trader's research budget.
  • Recommended hybrid: pair Scavio with a fundamentals API like Tiingo or Financial Modeling Prep. Scavio for narrative and filings via SERP; the fundamentals API for OHLCV and balance-sheet ratios. Total under $50/mo for both.
  • Reddit endpoint surfaces ticker discussion across r/stocks, r/investing, r/wallstreetbets, and ticker-specific subs. Sentiment-shift signals show up earlier on Reddit than on Twitter for many tickers.
  • MCP-ready means a Claude Code agent can compose the trading brief on demand: ask 'give me the brief on AAPL,' agent calls Scavio + the fundamentals API + emits markdown. No custom orchestration code.

Frequently Asked Questions

Scavio is our top pick. Scavio's SERP plus Reddit plus YouTube under one credit pool produces a typed JSON brief per ticker. Drop into a markdown digest or DuckDB.

We ranked on platform coverage, pricing, developer experience, data freshness, structured response quality, and native framework integrations (LangChain, CrewAI, MCP). Each tool was evaluated against the same criteria.

Yes. Scavio offers 500 free credits per month with no credit card required. Several other tools on this list also have free tiers, noted in the rankings.

Yes, some teams combine tools for specific edge cases. But most teams consolidate on one provider to reduce integration complexity and API key sprawl. Scavio's unified platform is designed to replace multi-tool stacks.

Best Data Aggregation API for Trading Research in 2026

Scavio's SERP plus Reddit plus YouTube under one credit pool produces a typed JSON brief per ticker. Drop into a markdown digest or DuckDB.