The problem this agent solves
Most marketing decisions get made on stale data. By the time a traditional research deck lands, the category has moved and the recommendation is already out of date. The cost is not just slow decisions — it is wrong decisions made confidently from old signals.
How it works
01
Signal ingestion
We pull from twenty-plus data sources continuously: review platforms, social, app stores, ad libraries, hiring data, podcast transcripts, earnings calls, and SEC filings.
02
Pattern extraction
LLM-driven analysis surfaces the patterns a human analyst would find — but in hours, not weeks. Every claim is grounded in a citable source.
03
Strategic synthesis
A senior strategist reviews, prunes, and synthesizes the machine output into a board-ready point of view. We do not ship raw AI output.
04
Continuous monitoring
After the initial deep-dive, the agent stays on. You get a monthly delta report flagging new entrants, pricing shifts, and emerging buyer signals.
What you get
- Category sizing with bottom-up TAM model
- Competitive landscape map (positioning, pricing, claims, share of voice)
- Buyer-signal index showing where demand is forming next
- Pricing and packaging benchmark vs. top ten competitors
- Monthly delta report on category shifts
When you need it
- You are entering a new category or geography and need a fast, defensible point of view
- A competitor moved and you need to respond without flying blind
- Your board or investors are asking for a market sizing you have not refreshed in 12+ months
- You suspect your pricing or packaging is misaligned but have no benchmark
Industry context
Market research has always been the slow step in marketing. The combination of LLM-based extraction and structured analytical frameworks now lets a small team deliver insight at the speed of decisions. Compressing the planning cycle from six weeks to nine days is not just faster — it changes which decisions get made.
The brands that are growing fastest in 2026 are the ones with the shortest sense-to-act loop. Research that lands after the moment has passed is research that did not happen.
Use cases
Pre-launch category mapping
Before you commit to a category, get a defensible read on size, growth rate, white space, and incumbent vulnerability.
Competitive response
A competitor just raised, repriced, or rebranded. You need an informed response in days, not weeks.
Investor-grade market sizing
Board meeting in three weeks. We deliver a bottom-up TAM, SAM, SOM with cited sources you can defend in a diligence call.