The only API that verifies
before your agent acts.
Other APIs return links. VEROQ returns verified intelligence with confidence scoring, bias detection, and evidence chains — plus full financial market data.
VEROQ vs Tavily vs Exa
Tavily and Exa return search results. VEROQ returns verified intelligence with evidence chains, confidence decomposition, and bias analysis.
Tavily and Exa are search APIs — they find links. VEROQ is verified agent infrastructure — 5 agents verify every claim, score confidence, detect bias, and deliver intelligence with source reliability scores and audit receipts. No other API does this.
What your agent actually gets back.
Query: “What's happening with NVIDIA?” — here's what each API returns.
{
"results": [
{
"title": "Nvidia stock rises on...",
"url": "https://reuters.com/...",
"content": "Nvidia shares rose 3%
on Tuesday after...",
"score": 0.95
},
{
"title": "NVDA earnings beat...",
"url": "https://cnbc.com/...",
"content": "The chipmaker reported
revenue of...",
"score": 0.91
}
]
}{
"results": [
{
"title": "Nvidia Corporation",
"url": "https://nvidia.com/...",
"text": "NVIDIA is a computing
infrastructure company...",
"publishedDate": "2026-03-28",
"author": "nvidia.com"
}
],
"autopromptString": "nvidia
latest news"
}{
"synthesis": "NVDA at $174, neutral.
RSI 45.7, below SMA 20...",
"steps": [
{ "role": "planner", ... },
{ "role": "researcher", ... },
{ "role": "verifier", ... },
{ "role": "critic", ... },
{ "role": "synthesizer", ... }
],
"verification_summary": {
"avg_confidence": 0.87,
"flagged_steps": 0
},
"evidence_chain": [{
"source": "Reuters",
"reliability": 0.95,
"position": "supports"
}],
"receipt": {
"id": "vr_866e921a...",
"verifiable_at": "https://..."
}
}VEROQ vs Alpha Vantage vs Finnhub vs CoinGecko
VEROQ isn't just a trust layer — it's also a full market data API. One key replaces three providers.
Alpha Vantage ($50) + Finnhub ($50) + CoinGecko ($129) = $229/mo for partial coverage.
VEROQ gives you everything for $24/mo with verification, signals, and bias analysis included.
Capabilities unique to VEROQ.
Not available from Tavily, Exa, Alpha Vantage, Finnhub, CoinGecko, or any combination.
Verified Swarm
POST /swarm/run — 5 agents (planner, researcher, verifier, critic, synthesizer) analyze any query. Every step verified, every source scored.
Source Reliability
Each evidence source scored 0-1 for historical accuracy. Reuters 0.95, Bloomberg 0.94, Reddit 0.60. Your agent knows who to trust.
Verification Receipts
Hashable proof that claim X was verified at time T with sources S. Lookupable via API. Compliance audit trails for regulated industries.
Confidence Decomposition
Every response breaks down WHY it's confident: source agreement, quality, recency, corroboration depth. Not just a number.
NLP Screener
"Oversold semiconductors with rising sentiment" — plain English in, structured results out. No manual filter configuration.
Bias Detection
Quantified bias on every brief — political lean, framing analysis, loaded language, and what each source omitted.
One SDK. One key. Everything.
Replace multiple API providers with 3 lines of code.
# Tavily — raw search results, no verification
results = tavily.search("NVDA earnings")
# Just links. No confidence. No bias detection.
# Alpha Vantage — price only
price = requests.get(AV_URL, params={...})
# No sentiment. No signals. Separate key.
# Finnhub — basic news
news = requests.get(FH_URL, params={...})
# No verification. No counter-arguments.
# 3 APIs, 3 keys, no trust layer.from veroq import Agent
agent = Agent()
# Ask anything — verified, structured, confident
r = agent.ask("What's happening with NVDA?")
print(r.summary) # LLM-generated summary
print(r.trade_signal) # {action: "hold", score: 50}
print(r.confidence) # {level: "high", reason: "..."}
# Verify any claim
v = agent.verify("NVDA beat Q4 earnings")
print(v.verdict) # "supported"
print(v.evidence_chain) # [{source, snippet, url}...]
print(v.confidence_breakdown) # {source_agreement, recency, ...}
# One API. Verified. Confident. Done.Start with 1,000 free credits.
Verified intelligence, trading signals, and full market data from day one.
1,000 credits/month free tier · No credit card · Cancel anytime