🔮 Topic Trend Aggregator

AI-powered market intelligence across 20+ sectors. Identify emerging trends, track sentiment, and generate strategic narratives — all from a single Actor run.

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⚡ What You Get

Each run scans 20 industry verticals and returns 3–5 distinct, actionable trends per sector — not vague summaries, but specific signals you can act on immediately. No setup, no API keys, no database — just run and get results.

What you'd do manually	What this Actor does
Read 1,000+ articles across 20 industries	Ingests them all in seconds
Spend 4+ hours identifying patterns	AI clusters them into 60–100 specific trends
Guess at market sentiment	Scores each trend 0–100 with sentiment labels
Repeat tomorrow	Caches results — same-day reruns are instant

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🎯 Supported Sectors (20 Niches)

Category	Sectors
💻 Tech & Innovation	Tech, Semiconductors, Climate Tech
💰 Finance & Markets	Crypto, Global Markets, Venture Capital
🏠 Real Estate	Real Estate
🚗 Automotive	Motoring
⚡ Energy	Energy, Energy Transition, Nuclear Energy
🏥 Health & Lifestyle	Health, Health & Fitness, Food Tech, Luxury
🌍 Geopolitics	BRICS, Logistics & Supply Chain
🛒 Consumer & Media	Retail, Social Media, Gaming, Education
📰 General	General News

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🔧 How It Works

This Actor is backed by a continuously updated intelligence database with thousands of articles ingested daily across all 20 sectors. You don't need to provide any data sources — everything is handled for you.

Mode 1: 🚀 STANDARD (Daily Trend Scouting) — Powered by GPT-5 mini

Scans the latest articles across your selected niches, identifies 3–5 distinct trending topics per sector, and scores each by momentum and sentiment. Uses GPT-5 mini for fast, high-quality daily analysis.

graph LR
    A[(Intelligence<br/>Database)] -->|Latest Articles| B(Topic Trend Aggregator)
    B -->|Analyzes via AI| C(GPT-5 mini<br/>Fast & Precise)
    C -->|3-5 Trends per Niche| B
    B -->|Returns| E{Apify Dataset}

Mode 2: 🧠 META-ANALYSIS (Strategic Report) — Choose Your AI

Premium intelligence. Choose the brain behind it.

Rolls up your past daily trends into investment-grade macro narratives. You choose the AI model that powers the analysis:

Model	Strengths
🧠 GPT-5 (default)	The latest flagship model — best for deep strategic insight
🤔 o3-mini	OpenAI's dedicated reasoning model — specialized for complex logic
⚡ GPT-5 mini	Fast and capable — great balance of speed and quality

💡 Smart Fallback: If the selected model hits a rate limit, the actor automatically falls back to the other model so your analysis always completes.

Perfect for weekly/monthly intelligence briefings, board presentations, and investment research.

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📊 Output Structure

Each trend record contains:

{
  "niche": "crypto",
  "topic_name": "DeFi Resurgence on Layer 2 Networks",
  "description": "Layer 2 scaling solutions are driving renewed DeFi activity, with TVL growing 40% across Arbitrum and Optimism.",
  "trend_score": 82,
  "article_count": 264,
  "key_entities": ["Arbitrum", "Optimism", "Uniswap", "Aave"],
  "sentiment": "positive",
  "date_date": "2026-02-23",
  "metadata": {}
}

A typical STANDARD run produces 60–100 trend records across all niches.

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💰 Pricing

Pay Per Event — you only pay for the intelligence generated. No platform compute costs, no idle charges.

🔥 Early Adopter Pricing — Ending March 9, 2026

⏰ Lock in up to 90% savings before our pricing update!

Due to increasing LLM inference costs (GPT-4o token pricing), we are adjusting our rates on March 9, 2026. Until then, you can run the full 20-niche analysis at a fraction of the upcoming cost. A full daily run at current rates costs ~$1.20 — after March 9, the same run will cost ~$2.00+.

This is the best time to build your trend database and backfill historical data.

Event	💚 Current Price	➡️ New Price (Mar 9)	Increase
Trend Analyzed	$0.015	$0.025	+67%
Meta Analysis Report	$0.15	$1.25	+733%
Actor Start	$0.00005	$0.00005	—

Volume Discounts (Both Current & Upcoming)

Tier	Discount
🥉 Bronze	10% off
🥈 Silver	~15% off
🥇 Gold	~20% off

💡 Pro Tip: Run daily STANDARD analyses now at the current rate to build a rich trend history — then use META_ANALYSIS mode later to generate strategic reports from that data at no additional collection cost.

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⚙️ Input Configuration

Parameter	Description	Default
Operation Mode	STANDARD (daily trends) or META_ANALYSIS (strategic rollup)	STANDARD
Meta-Analysis AI Model	Choose AI for META_ANALYSIS: gpt-5, o3-mini, gpt-5-mini	gpt-5
Days of History	How many days back to scan for articles (1–30)	2
Target Niches	Select specific sectors, or leave empty for all 20	All

No API keys or database configuration required — just pick your mode and run.

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🧠 Intelligent Caching

The Actor never wastes money on duplicate analysis. If you run it twice on the same day for the same niche, the second run serves results instantly from cache — zero additional AI cost, and you still get the full data output.

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🔗 Related Actors

Build your complete intelligence pipeline with the Visita Suite:

• Sentiment Compass — Analyze the emotional impact of your trends
• World News Intelligence — The raw data engine for global news
• Content Blueprint AI — Turn trends into publishable content