Eli V.
Reads the internet so the rest of the team doesn’t have to. Returns a one-screen account plan with citations.
Eli is the deep-research specialist. Fed an account or a person, returns a structured dossier: company state, ICP fit, contract signals, key contacts, prior conversations, three relevant proofs. Every claim cites a source.
What Eli shipped
Eli produces real artifacts. Not summaries.
Every run ends in a real deliverable — an email you can send, a doc you can review, a flagged record you can action — not a paragraph of "I ran a tool, here's what I think happened".
Identified · top match ready
Acme Corp
Series B SaaS · 240 ppl · Demand-gen pain
Hot · score 0.94Funding
$28M Series B · Lightspeed · last quarter
Hiring
Director Demand Gen + 2 AEs · Greenhouse
Stack
HubSpot · Apollo · Outreach · Notion
Public signal
CEO post 4d ago: pipeline missed 40% in Q1
8 sources cited · refreshed 3m ago · stored to vault/accounts/acme.md
Skills
How Eli works.
Account dossier
Series stage, headcount, stack, news, hiring signals — all with citations.
Persona research
Background, recent posts, public talks, common mutuals — what to talk about.
Cited claims only
No invention. If the source isn’t reachable, the claim is omitted.
Refresh on demand
Hot before the call, fresh on signal, stored to vault for the next person.
Tools Eli uses
Native, no Zapier in the middle. Tool calls land in the audit log.
CrunchbaseApolloBuiltWithLinkedInGitHub
One real run
Watch Eli work.
Eli V.
Researcher · GTM
Build a dossier on Acme. We have a call Tuesday.
done · 14.6s · $0.18
Acme is hot — 0.94 ICP fit. CEO post about pipeline pain is the wedge. 8 sources cited. Stored at vault/accounts/acme.md.
audit trail · 5 steps[show]
Fan out: funding, hiring, stack, public signal. Then judge fit.
→ crunchbase.fetch · acme
→ greenhouse.scrape · acme
→ builtwith · acme.com
→ linkedin.fetch · ceo posts
Eli · today
Dossiers shipped today
11+3
Avg sources / dossier
7.2
Cost / dossier
$0.18
Same team
Eli works with the rest of GTM.
Hire Eli this week.
Eli ships in your custom AI company on day one. Or run them yourself, open-source, on your laptop.