Veroq

The most important tool — ask any question in natural language and get verified intelligence. WHEN TO USE: This should be your DEFAULT tool for any financial, market, or economic question. It automatically detects 41 intents (price, technicals, earnings, sentiment, screener, backtest, competitors, …

Fact-check any claim with full evidence chain, confidence breakdown, and source reliability scores. WHEN TO USE: After any agent (including yourself) makes a factual claim about earnings, revenue, market movements, mergers, acquisitions, or any financial data. Also use proactively to verify assumpt…

Search verified intelligence briefs by keyword or topic. WHEN TO USE: When looking for specific news, events, or coverage on a topic. Use veroq_ask for natural-language questions instead. RETURNS: Array of briefs with headline, confidence score, category, summary, and brief ID. COST: 1 credit. EXAM…

Get the latest verified intelligence briefs in reverse-chronological order. WHEN TO USE: For browsing recent news without a specific search query. Use veroq_search when you have a topic in mind. RETURNS: Array of briefs with headline, confidence score, category, and summary. COST: 1 credit. EXAMPLE…

Get full details for a specific intelligence brief by its ID. WHEN TO USE: After finding a brief via search/feed, use this to read the full body, sources, entities, and counter-argument. RETURNS: Full brief with body text, sources (with trust levels), entities, counter-argument, and provenance (con…

Extract article content from one or more URLs into clean text. WHEN TO USE: When you need the full text of a news article or web page for analysis. Handles paywalls where possible. RETURNS: Per-URL results with title, domain, word count, and extracted text (truncated at 2000 chars). COST: 3 credits…

Get all intelligence briefs mentioning a specific entity (person, company, location, etc.). WHEN TO USE: When tracking coverage of a specific person, organization, or place across all briefs. RETURNS: Array of briefs mentioning the entity, with headline, confidence, category, and summary. COST: 1 c…

Get trending entities — people, orgs, and topics with the most mentions in the last 24 hours. WHEN TO USE: To discover what's dominating the news cycle right now. Good starting point for research. RETURNS: Array of entities with name, type, ticker (if applicable), and 24h mention count. COST: 1 cre…

Compare how different news sources cover the same topic, with per-source bias analysis and synthesis. WHEN TO USE: When you need to understand media bias or see how coverage of an event differs across outlets. RETURNS: Topic headline, VEROQ confidence/bias scores, per-source analysis, and overall s…

Run deep multi-source research on a topic. Produces a structured report with key findings, entity map, and information gaps. WHEN TO USE: For thorough investigation of a topic requiring analysis across many sources. Use veroq_search for quick lookups instead. RETURNS: Summary, key findings, analysi…

Get the story evolution timeline for a living brief — versioned updates, confidence changes, and new sources over time. WHEN TO USE: To see how a story developed over time. Requires a brief ID from search/feed. RETURNS: Array of timeline entries with version number, timestamp, summary, confidence s…

Generate a forward-looking forecast for a topic based on intelligence trends, momentum, and historical patterns. WHEN TO USE: When you need predictive analysis — likely outcomes, scenarios, and risk factors for a topic. RETURNS: Outlook, confidence, time horizon, key drivers, risks, probability-wei…

Find contradictions across intelligence briefs — stories where sources disagree on facts, framing, or conclusions. WHEN TO USE: To identify conflicting narratives and disputed claims in the news. Useful for risk assessment and due diligence. RETURNS: Array of contradictions with severity, topic, su…

Get notable events detected across intelligence briefs — significant developments, announcements, and inflection points. WHEN TO USE: To discover major events like product launches, policy changes, or market-moving announcements. Filter by type or subject. RETURNS: Array of events with type, subjec…

Get a diff of changes to a living brief since a given time — additions, removals, and modifications between versions. WHEN TO USE: To see exactly what changed in a brief since a specific timestamp. Requires a brief ID. RETURNS: Version range, confidence change, field-level changes (old/new values),…

Search the live web with optional VEROQ trust scoring on results. WHEN TO USE: When intelligence briefs don't cover a topic and you need live web results. Enable verify=true for trust scoring. RETURNS: Web search results with titles, URLs, snippets, relevance scores, and optional verification score…

Crawl a URL and extract structured content with optional link following. WHEN TO USE: When you need to extract and analyze content from a specific webpage, or crawl a site's link structure. RETURNS: Page content, metadata, and discovered links per page crawled. COST: 3 credits. EXAMPLE: { "url": "h…

Get the live market price for a stock or crypto ticker. WHEN TO USE: For a quick price check on any ticker. This is free — use it freely. For full analysis, use veroq_full instead. RETURNS: Current price, change, change percent, volume, currency, and market state (open/closed). COST: Free (0 credit…

Get a composite trading signal score for a ticker based on sentiment, momentum, coverage volume, and event proximity. WHEN TO USE: For a quick bull/bear signal on a ticker. Use veroq_ticker_analysis for deeper context behind the signal. RETURNS: Composite score, signal (strong_bullish to strong_bea…

Get intelligence briefs ranked by relevance to your portfolio holdings. WHEN TO USE: When monitoring news for a specific portfolio. Pass ticker/weight pairs to get impact-ranked coverage. RETURNS: Holdings summary (briefs count, sentiment per ticker), portfolio-relevant briefs ranked by relevance s…

Get a sector overview with aggregate sentiment scores and brief counts across all market sectors. WHEN TO USE: For a macro view of which sectors have the most bullish or bearish news coverage. Good for sector rotation analysis. RETURNS: Per-sector data: ticker count, brief count, average sentiment,…

Get OHLCV candlestick data for a stock ticker — open, high, low, close, and volume. WHEN TO USE: For price chart analysis, pattern recognition, or feeding data into technical analysis. Use veroq_technicals for pre-computed indicators. RETURNS: Array of candles with date, open, high, low, close, vol…

Get all major technical indicators for a ticker: RSI, MACD, Bollinger Bands, moving averages, and overall signal summary. WHEN TO USE: For pre-computed technical analysis. Returns a bullish/bearish/neutral signal. Use veroq_candles for raw price data instead. RETURNS: Signal summary (signal + bulli…

Get next earnings date, EPS estimates, and revenue estimates for a stock ticker. WHEN TO USE: To check when a company reports earnings and what the Street expects. Useful before earnings season. RETURNS: Next earnings date, fiscal quarter, EPS estimate, and revenue estimate. COST: 2 credits. EXAMPL…

Get today's top market movers: biggest gainers, losers, and most actively traded stocks. WHEN TO USE: For a quick snapshot of what's moving the market today. No parameters needed. RETURNS: Top gainers (symbol, price, change%), top losers, and most active by volume. COST: 1 credit. EXAMPLE: {}

Get current values for major market indices: S&P 500, Nasdaq, Dow Jones, and VIX. WHEN TO USE: For a quick check on how the overall market is doing. No parameters needed. RETURNS: Each index with price, change, and change percent. COST: 1 credit. EXAMPLE: {}

Get macroeconomic indicators from FRED. No arguments returns a summary of all key indicators; pass a slug for detailed history. WHEN TO USE: For macro data like GDP, CPI, unemployment, fed funds rate. Use veroq_economy_indicator for a single indicator with history. RETURNS: Summary mode: all indica…

Get current foreign exchange rates. No arguments returns all major pairs; pass a pair code for a single rate. WHEN TO USE: For currency exchange rates and FX market data. RETURNS: Rate, change, change percent per pair. Single pair mode includes label and timestamp. COST: 2 credits. EXAMPLE: { "pair…

Get commodity prices (gold, silver, oil, natural gas, etc.). No arguments returns all; pass a slug for one commodity. WHEN TO USE: For commodity market data. Covers precious metals, energy, and industrial commodities. RETURNS: Price, change, change percent, and unit per commodity. COST: 2 credits. …

Get cryptocurrency data. No arguments returns market overview; pass a symbol for detailed token data. WHEN TO USE: For crypto market cap overview or individual token data (price, supply, ATH). Use veroq_crypto_chart for price history. RETURNS: Overview: total market cap, BTC dominance, 24h volume. …

Get historical price chart data for a crypto token — timestamped prices for trend analysis. WHEN TO USE: For crypto price history and charting. Use veroq_crypto for current snapshot, this for historical trend. RETURNS: Sampled price history with timestamp, price, volume, and market cap per data poi…

Get DeFi data. No arguments returns TVL overview with top protocols and chain breakdown; pass a slug for one protocol. WHEN TO USE: For DeFi TVL data across protocols and chains. Use veroq_defi_protocol for a single protocol deep dive. RETURNS: Overview: total TVL, top protocols, chain TVL. Protoco…

Screen stocks or crypto by combining technical indicators, sentiment, and fundamental filters. WHEN TO USE: To find assets matching specific criteria (e.g. oversold tech stocks, high-volume bearish crypto). Use veroq_screener_presets for pre-built strategies. RETURNS: Matching assets with symbol, p…

List pre-built screening strategies or run a specific preset by ID. WHEN TO USE: For quick screening without building filters manually. Omit preset_id to list all 12 presets; pass one to run it. RETURNS: List mode: preset names, descriptions, and filters. Run mode: matching assets with price, RSI, …

Create, list, or check triggered price/sentiment alerts. WHEN TO USE: To set up automated monitoring. Actions: "create" a new alert, "list" existing alerts, or view "triggered" alerts. RETURNS: Create: alert ID and details. List: all alerts with status. Triggered: fired alerts with current values. …

Get social media sentiment for a stock or crypto ticker from Reddit, Twitter/X, and other platforms. WHEN TO USE: To gauge retail investor sentiment and social buzz around a specific ticker. RETURNS: Overall sentiment score, mention count, per-platform breakdown, trending topics, and top posts with…

Get tickers and topics currently trending on social media across Reddit, Twitter/X, and other platforms. WHEN TO USE: To discover what retail investors are buzzing about right now. No parameters needed. RETURNS: Trending symbols with name, mention count, sentiment score, and 1-hour change in mentio…

Get upcoming and recent IPOs from SEC EDGAR S-1 filings. WHEN TO USE: To track the IPO pipeline and recent public offerings. RETURNS: IPO filings with company name, ticker (if assigned), filing date, form type, and location. COST: 2 credits. EXAMPLE: { "days": 30, "limit": 20 } CONSTRAINTS: Max 90 …

Get recent news headlines and briefs for a specific stock or crypto ticker. WHEN TO USE: For ticker-specific news. Use veroq_search for topic-based search, or veroq_feed for general news. RETURNS: Array of briefs with headline, confidence, category, and summary. Includes total brief count. COST: 1 …

Get a comprehensive analysis for a ticker combining news sentiment, technicals, events, and overall outlook. WHEN TO USE: For a detailed single-ticker analysis with outlook, catalysts, and risks. Use veroq_full for raw data, this for interpreted analysis. RETURNS: Outlook (bullish/bearish/neutral),…

Get search autocomplete suggestions — matching headlines and entities for a partial query. WHEN TO USE: To find the right search terms before running veroq_search. Helps discover entities and headlines. RETURNS: Headline suggestions (with category and brief ID) and entity suggestions (with type and…

Get detailed DeFi protocol data including TVL, chain deployment, and performance changes. WHEN TO USE: For a deep dive into a single DeFi protocol. Use veroq_defi (no args) for the full DeFi market overview. RETURNS: Protocol TVL, 1d/7d/30d change percentages, category, and deployed chains. COST: 2…

Get a specific FRED economic indicator with historical observations. WHEN TO USE: For detailed history of one indicator. Use veroq_economy (no args) for a summary of all indicators. RETURNS: Series info (ID, frequency, units), latest value, and historical observations array. COST: 2 credits. EXAMPL…

Generate an AI-powered research report for a ticker. Kicks off async generation — use veroq_get_report to retrieve the result. WHEN TO USE: For a polished, shareable research report. Use veroq_ticker_analysis for instant inline analysis instead. RETURNS: Report ID, ticker, tier, and status message.…

Retrieve a previously generated report by its ID. WHEN TO USE: After calling veroq_generate_report, use this to fetch the completed report content. RETURNS: Full report with title, ticker, tier, creation date, and markdown content (or structured sections). COST: 1 credit. EXAMPLE: { "report_id": "r…

Get the full profile for a ticker — price, fundamentals, technicals, sentiment, and recent news in one call. WHEN TO USE: For a complete data dump on a single ticker. 9 sources in parallel. Use veroq_ticker_analysis for an interpreted analysis instead. RETURNS: Price data, fundamentals, technical i…

Get insider trading activity for a stock — executive and director buys/sells from SEC Form 4 filings. WHEN TO USE: To check if insiders are buying or selling a stock. Key signal for institutional-grade analysis. RETURNS: Transaction list with insider name, title, type (buy/sell), shares, price, val…

Get recent SEC filings for a stock — 10-K, 10-Q, 8-K, and other regulatory filings with source links. WHEN TO USE: For regulatory filing history and due diligence. Links directly to SEC EDGAR source documents. RETURNS: Filing list with form type, title, filing date, reporting period, and URL. COST:…

Get Wall Street analyst ratings and price targets for a stock. WHEN TO USE: To see consensus analyst opinion and price target range for a stock. RETURNS: Consensus rating, mean/high/low price targets, analyst count, and individual ratings with firm, target, and date. COST: 2 credits. EXAMPLE: { "ti…

Get recent stock trades by members of U.S. Congress from public disclosure filings. WHEN TO USE: To track congressional trading activity — politically-informed trading signals. Filter by ticker for specific stocks. RETURNS: Trades with member name, party, state, chamber, ticker, transaction type, a…

Get institutional ownership data for a stock — top holders and ownership changes from 13F filings. WHEN TO USE: To see which institutions own a stock and whether they're increasing or decreasing positions. RETURNS: Total institutional ownership %, summary stats, and top holders with shares, value, …

Run a VEROQ AI agent by its slug — pre-built workflows combining multiple data sources and analysis steps. WHEN TO USE: For complex multi-step analysis tasks like portfolio reviews, due diligence, or market scans. Agents automate what would take many individual tool calls. RETURNS: Agent name, exec…

Pre-computed buy/sell signals across 78 tickers — refreshed every cycle. WHEN TO USE: For a quick overview of all active signals without running individual ticker analyses. Good for scanning opportunities. RETURNS: Array of tickers with signal direction (buy/sell/hold), score, and contributing fact…

Macro dashboard: yields, CFTC positioning, jobs, energy — all pre-computed. WHEN TO USE: For a single-call macro snapshot combining treasury yields, CFTC Commitment of Traders, employment data, and energy prices. RETURNS: Structured macro data across multiple categories. COST: 1 credit. EXAMPLE: {}

Pre-computed signal for one ticker — fast lookup without running full analysis. WHEN TO USE: When you need the signal for a specific ticker quickly. Faster than veroq_ticker_score because it reads pre-computed data. RETURNS: Ticker signal with score, direction, and factors. COST: 1 credit. EXAMPLE:…

Biggest signal changes in the last cycle — tickers where the signal moved most. WHEN TO USE: To identify which tickers had the biggest change in buy/sell signals recently. Good for momentum or reversal detection. RETURNS: Array of tickers with previous and current signal scores and the delta. COST:…

All 78 tickers with signal scores — heatmap-style overview. WHEN TO USE: For a complete view of all tracked tickers and their current signal scores. Good for building visual dashboards or scanning all at once. RETURNS: Array of all tickers with signal scores. COST: 1 credit. EXAMPLE: {}

Travel disruption score combining TSA volumes, FAA delays, and border wait times. WHEN TO USE: For a quick snapshot of US travel conditions — airport delays, passenger throughput, and border crossing waits. RETURNS: Composite disruption score, TSA passenger counts, FAA ground stops, and border wait…

TSA daily passenger volumes — throughput data from US airport checkpoints. WHEN TO USE: To track airport passenger volumes and compare to historical levels. Useful for travel industry analysis and consumer spending indicators. RETURNS: Daily passenger counts, year-over-year comparison, and trend da…

FAA ground stops and airport delays — live data from the FAA. WHEN TO USE: To check for current airport delays, ground stops, or airspace disruptions in the US. RETURNS: Active ground stops, ground delay programs, airport closures, and general delay information. COST: 1 credit. EXAMPLE: {}

Recent SEC filings (10-K, 10-Q, 8-K) for a company from EDGAR. WHEN TO USE: To see a company's recent regulatory filings — annual reports, quarterly reports, and current event disclosures. RETURNS: List of filings with type, date, description, and EDGAR URL. COST: 1 credit. EXAMPLE: { "ticker": "AA…

Form 4 insider trades for a company from SEC EDGAR. WHEN TO USE: To see insider buying and selling activity — who traded, how many shares, and at what price. Complements veroq_insider which uses a different data source. RETURNS: List of insider transactions with name, title, date, shares, price, an…

XBRL financial data for a company from SEC EDGAR. WHEN TO USE: To get structured financial statements (income statement, balance sheet, cash flow) directly from SEC filings. RETURNS: Financial data extracted from XBRL filings including revenue, net income, assets, liabilities, and cash flows. COST:…

Oil prices, petroleum inventory, and natural gas data. WHEN TO USE: For a snapshot of the energy market — crude oil (WTI/Brent) prices, EIA petroleum inventories, and natural gas spot prices. RETURNS: Current prices, inventory levels, and recent changes. COST: 1 credit. EXAMPLE: {}

Treasury yield curve with inversion detection. WHEN TO USE: To check the current US Treasury yield curve across maturities (1M, 3M, 6M, 1Y, 2Y, 5Y, 10Y, 30Y) and detect inversions that may signal recession. RETURNS: Yield values per maturity, spread calculations, and inversion flags. COST: 1 credit…

CFTC Commitment of Traders positioning for a commodity. WHEN TO USE: To see how commercial hedgers, large speculators, and small traders are positioned in futures markets. A contrarian indicator — extreme positioning often precedes reversals. RETURNS: Net positions by trader category, open interest…

Wikipedia attention score for an entity — pageview-based interest signal. WHEN TO USE: To gauge public interest in a company, person, or topic based on Wikipedia traffic. Spikes in attention often precede or accompany market moves. RETURNS: Pageview counts, trend direction, and percentile ranking. …

Latest arXiv AI/ML research papers. WHEN TO USE: To discover recent academic research in artificial intelligence and machine learning. Good for tracking cutting-edge developments. RETURNS: List of papers with title, authors, abstract, categories, and arXiv URL. COST: 1 credit. EXAMPLE: {}

Trending GitHub repos with AI detection — what developers are building now. WHEN TO USE: To see which GitHub repositories are trending, with automatic detection of AI/ML-related projects. Good for tech trend analysis. RETURNS: List of trending repos with stars, forks, language, description, and AI …

FDA drug approvals and recalls — recent regulatory actions. WHEN TO USE: To track FDA drug approvals, rejections, and recalls. Important for biotech/pharma stock analysis. RETURNS: List of recent FDA actions with drug name, company, action type, date, and details. COST: 1 credit. EXAMPLE: {}

Recent Congressional bills — legislation that may affect markets. WHEN TO USE: To track new legislation in the US Congress that could impact industries or markets. Good for policy risk analysis. RETURNS: List of bills with title, sponsor, status, introduced date, and summary. COST: 1 credit. EXAMPL…

New Federal Register regulations — proposed and final rules. WHEN TO USE: To track new federal regulations that could affect specific industries. Good for compliance and regulatory risk analysis. RETURNS: List of regulations with title, agency, type (proposed/final), publication date, and summary. …

Hacker News top stories — what the tech community is discussing. WHEN TO USE: To see what's trending on Hacker News. Good for tracking tech industry sentiment and emerging topics. RETURNS: List of top stories with title, score, comment count, author, and URL. COST: 1 credit. EXAMPLE: {}

BLS employment data — nonfarm payrolls, unemployment rate, and labor market indicators. WHEN TO USE: For US employment data from the Bureau of Labor Statistics. Key economic indicator for market analysis and Fed policy expectations. RETURNS: Latest employment figures, historical comparison, and lab…

US GDP data from the World Bank — gross domestic product and growth rates. WHEN TO USE: For GDP data and economic growth analysis. Useful for macro context and long-term trend analysis. RETURNS: GDP values, growth rates, and historical comparison. COST: 1 credit. EXAMPLE: {}

Full background research on a topic — aggregates briefs, entities, timeline, and related data. WHEN TO USE: When you need comprehensive background on a topic before answering a complex question. Broader than veroq_ask — returns raw context rather than a synthesized answer. RETURNS: Aggregated brief…

Cross-category impact analysis — how a topic affects multiple sectors and asset classes. WHEN TO USE: For understanding second-order effects of events. E.g., how a Fed rate decision impacts tech stocks, bonds, crypto, and real estate simultaneously. RETURNS: Impact scores across categories, affecte…

List available vertical agent packs — pre-built agent configurations for specific domains. WHEN TO USE: To discover which agent packs are available before calling veroq_run_agent. Each pack is a curated workflow for a specific use case. RETURNS: List of agent packs with slug, name, description, req…

Tool C

Old style tool