SemanticGaps

Engage SemanticGaps

Services & Deliverables

Built for teams that need a map of the landscape, a defensible thesis, or an embedded research partner.

Service

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

Deliverables

  • →Interactive semantic terrain map (PDF + Markdown)
  • →Executive summary of dominant clusters and weak signals
  • →Gap inventory with suggested research paths

Starting at: $18k

Timeline: 3-4 weeks

Best for: Strategy / corp dev, Market intelligence

Service

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

Deliverables

  • →Written report (HTML + Markdown mirror)
  • →Source citations with confidence scores
  • →Briefing ready slide appendix (optional)

Starting at: $7k

Timeline: 10 business days

Best for: Product strategy teams, Emerging fund theses

Service

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

Deliverables

  • →Prioritized research queue managed in shared workspace
  • →Monthly briefing + KPI review
  • →Rapid response "field notes" for urgent questions

Starting at: $12k/month

Timeline: Ongoing (minimum 3 months)

Best for: Chief of Staff, Founders needing ad-hoc clarity

Custom data engineering or product work is scoped separately.

Working rhythm

How engagements run

SemanticGaps engagements are simple: a shared backlog, transparent field notes, and direct access to the researcher doing the work.

Scope & inputs

Align on the domain, specific questions, and data exhaust (docs, transcripts, structured data).

Analysis sprints

Run weekly or biweekly passes through embeddings + topology, keep a shared log of interim findings.

Delivery & briefing

Markdown mirrors, PDF briefs, and an optional live session to transfer the mental model to your team.

Guardrails

What we do not deliver

SemanticGaps is a research partner. Engagements stay focused on analysis and decision support.

  • →No ad buying or channel management. Outputs are research artifacts only.
  • →No ranking dashboards or keyword guarantees. We investigate structure, not algorithms.
  • →No outsourced content factory. Everything is custom analysis from primary sources.

Ready for a briefing?

Send context, share any example materials, and we will confirm scope + start date within one business day.

hello@semanticgaps.comContact & intake form →