AlphaSense and aVenture both apply AI to investment research, which is where the resemblance mostly ends. AlphaSense is a search engine over documents — filings, transcripts, news, and research — built for institutions. aVenture is a research graph over companies — products, people, funding, competitors, and mentions — built for anyone researching venture-backed startups. Understanding that structural difference tells you which one you need.
AlphaSense facts below come from aVenture's public research record on AlphaSense Market Intelligence, as recorded at the time of writing.
What AlphaSense Market Intelligence is
AlphaSense (founded 2011, New York) is an AI-powered market intelligence platform that aggregates data from thousands of sources including earnings calls, SEC filings, news, and research. Natural language processing and semantic search let institutional investors and corporate strategists extract insights from that document universe, across public and private markets.
The platform serves leading investment banks, asset managers, and Fortune 500 companies by streamlining research workflows and surfacing critical business intelligence.
Where AlphaSense is strong
- Document search depth. Semantic search across earnings calls, filings, broker research, and news is the product's core competence — finding the sentence that matters in millions of pages.
- Public-market coverage. Earnings transcripts and SEC filings give it a strength in public equities that private-market platforms don't attempt.
- Institutional workflow. Built and priced for investment banks, asset managers, and large corporates.
Where aVenture takes a different approach
AlphaSense answers "what has been said about X, anywhere?" aVenture answers "what is X, structurally?" The platform tracks over 100,000 venture-backed startups from 1,200+ sources, resolved into canonical, linked records:
- Structured company records, not document hits. Funding rounds with participating investors, founder career timelines, product catalogs, competitor joins, news mentions, and website evidence — organized on one profile per company, with provenance on every claim.
- Depth as the default. For the companies aVenture covers, the level of linked detail — products, people, competitive position, mention history, site structure — goes substantially deeper than a document search can assemble.
- An honest coverage note. aVenture's coverage today is strongest for current venture-backed, primarily US companies; older companies, non-venture-backed businesses, and non-US markets are covered more thinly while the dataset builds out rapidly. AlphaSense's document universe does not have that bias — it has the opposite one, favoring companies that file and get written about.
- Competition observed at the product level. Competing products join to each other and render as side-by-side comparison tables.
- Documents are joining the graph too. aVenture's ingestion pipelines already pull research and blog articles into company records, persisting each mention; a per-company document index — ingested articles plus crawled website pages on one tab — is coming soon to profiles.
Ingested articles already render on each company's News tab, attributed to source and date.
Feature comparison at a glance
| Dimension | aVenture Research Platform | AlphaSense Market Intelligence |
|---|---|---|
| Core object | The company record | The document |
| Best question | "Map this startup completely" | "Find every statement about this topic" |
| Coverage focus | 100,000+ venture-backed startups (US-weighted, expanding) | Public + private markets via documents |
| Earnings calls / filings | Not a focus | Core strength |
| Products & competitors | First-class records with comparison tables | Mentioned in documents |
| People | Career timelines linked to companies | Mentioned in documents |
| Provenance | Recorded per claim | Source documents |
| Typical buyer | Individual researchers and investors | Banks, asset managers, Fortune 500 |
Pricing
- AlphaSense: enterprise subscription; pricing is quote-based and not recorded as a public list price in our database.
- aVenture: See current aVenture plans and pricing.
Which one fits your workflow
Choose AlphaSense if your research runs on documents — earnings calls, filings, broker research — and your firm can procure an institutional platform to search them.
Choose aVenture if your research runs on private companies themselves: structured, sourced, deeply linked records of what venture-backed startups build, who runs them, who funds them, and who they actually compete with.
How we sourced this comparison
Every AlphaSense fact above was read from aVenture's public research graph, where the two products are joined as competitors — the same relationship data that powers the platform's native comparison tables.