AI Market Analyst – smart monitoring with crawlers, forecasts, and alerts
We build an AI platform that combines proprietary crawlers (bots) – similar to Google’s – with machine learning and automation. We monitor hundreds to thousands of websites and sources, check for changes every hour or even every minute, aggregate the data, and turn it into daily reports and instant alerts for important events.
1. High-frequency data collection with crawlers
Our bots index public competitor pages, marketplaces, news outlets, product catalogs, and social signals. We support schedules from minutes to hours, with source prioritization and automatic change detection (diff analysis).
2. Normalization, cleaning, and structuring
We remove duplicates, noise, and inconsistencies; extract key fields (prices, availability, specifications, promotions); and align them into a unified format for comparison across brands, markets, and periods.
3. Intelligent competitive and price analysis
AI models detect price changes, out-of-stock/restocked items, new SKUs, promo campaigns, and content/SEO shifts. You get leaderboards, comparison tables, and alerts when thresholds you define are exceeded.
4. Forecasts and early signals
Time-series and ML models forecast demand, pricing trends, and likely competitor moves. Early signals help you act before the market (e.g., expected drop/spike, new product lines, strategy changes).
5. Audience and intent segmentation
We analyze behavioral data from public interactions and reviews to form micro-segments and topics. This enables personalized campaigns and offer optimization by segment and region.
6. Realtime dashboards, reports, and notifications
Interactive dashboards with filters by period, region, category, and competitor. Daily automated reports via email/Slack/Teams and instant notifications for events (price changes, new product, PR activity, negative sentiment trends, etc.).
7. Reputation and content monitoring
NLP and sentiment analysis across social networks, media, and reviews – we identify positive/negative waves, topics, and authoritative sources. Alerts trigger on rising negative trends or viral content for proactive PR response.
8. Scale, reliability, and compliance
Horizontal scaling of crawlers and processing queues, caching, and request rotation. We respect public information and robots.txt, with per-domain rate and load controls.
9. Strategic reports and recommendations
Automatically generated executive reports with concrete recommendations: price adjustments, campaign start/stop, channel prioritization, SKU optimizations. Personalized templates on a weekly or monthly cadence.
From minute-level crawlers to AI analysis and instant alerts – we give you a market edge with data that’s always fresh and directly actionable.