AWMY — Marketing intelligence
Turn competitor content, customer signals, and market activity into decisions your team can actually use.
Teams have access to more marketing data than ever, yet critical decisions still depend on assumptions, isolated reports, and incomplete context.
Insights appear in isolated channels — communities, competitor campaigns, customer reviews. Most teams never see the full picture.
Teams optimize within their own category and rarely observe adjacent markets where new patterns and expectations emerge first.
Manual research is expensive, inconsistent, and hard to repeat. Discoveries disappear into docs, chats, and individual expertise.
Combined, they reveal opportunities invisible to traditional analytics tools.
Customer intelligence from organic conversations.
Structured analysis of competitor marketing activity.
Deep analysis of existing customer feedback.
Market opportunity detection across datasets.
Large language models generate answers from available information. They do not build structured market intelligence systems by default.
The system combines data collection, normalization, market mapping, signal extraction, and analytical interpretation into a single research workflow.
Tens of thousands of creatives, licensed Reddit, reviews — data access closed to base models.
Behavioral economics, cognitive psychology, game theory. A model has no method — we give it one.
Claude · GPT · Gemini · DeepSeek + fine-tuned. We depend on none.
Hallucination detection at generation signal level — not just cross-checks.
The hidden drivers behind a decision — the real why surveys never reveal.
Private beta
AWMY is rolling out to a first group of teams. Leave your email and we’ll reach out when a seat opens.
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