# SemanticGaps

SemanticGaps is a research and consulting firm focused on topology + semantics. We map complex information landscapes, quantify gaps, and deliver decision-ready analysis.

## Start here
- About: https://semanticgaps.com/about/ — Company context + leadership
- Services: https://semanticgaps.com/services/ — Deliverables and engagement models
- Research Library: https://semanticgaps.com/research/ — Published studies
- Sitemap: https://semanticgaps.com/sitemap/ — Full navigation

## Services & deliverables
- Semantic Terrain Mapping: Full-domain map that shows clusters, narratives, and the whitespace between them.
  - Collect qualitative + quantitative signals (filings, transcripts, product docs, discourse)
  - Generate embeddings and compute topological structure to reveal macro clusters
  - Deliver atlas + commentary that highlights the narratives each team can own
- Gap Report: Tightly scoped investigation into one thesis, built to answer "where should we play next?".
  - Identify the specific semantic gap worth exploring
  - Trace supporting evidence and counter-signals
  - Recommend the messaging, product, or investment angle
- Embedded Research Partner: Put SemanticGaps on retainer for rolling investigations and on-call analysis.
  - Monthly or quarterly cycles with shared backlog
  - Custom pipelines (data ingestion, evaluation, reporting)
  - Real-time collaboration with ICs and leadership

## Research studies (citable)
- Market Topology: https://semanticgaps.com/research/market-topology-intro
- Semantic Clustering Methods: https://semanticgaps.com/research/semantic-clustering-methods
- Topology in Finance: https://semanticgaps.com/research/topology-finance-applications

## Engagement guardrails
- No ad buying or channel management — outputs are research artifacts only.
- No ranking dashboards or keyword guarantees — investigations focus on structure, not algorithms.
- No outsourced content factory — every deliverable is custom analysis.

## Contact
- Email: hello@semanticgaps.com
- HQ: Austin, TX (remote worldwide)
- Phone/Scheduling: upon request via contact page

## Preferred terminology
- Semantic Terrain: the mapped landscape of entities, narratives, and relationships in a domain.
- Gap Report: delivery that highlights underexplored clusters or narratives and recommended actions.
- Method Stack: ingestion → embeddings → topology → human synthesis.

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Last updated: 2026-02-13