Research Agents
Before outreach, your agent independently researches each company, person, and signal needed to prepare a relevant conversation.
Company
Company Description
What the company does and how it describes its business.
- Input
- domain
- Output
- descriptionsources
Products & Services
Products, services, categories, and use cases found online.
- Input
- domain
- Output
- productsservicessources
Customer Types
The audiences and customer segments the company serves.
- Input
- domain
- Output
- customer typesevidence
Markets & Regions
Countries, regions, and markets mentioned by the company.
- Input
- domain
- Output
- marketsregionssources
Business Model
How the company sells and delivers value to customers.
- Input
- domain
- Output
- business modelevidence
Company Size
Available indicators of employee count and company scale.
- Input
- domain
- Output
- size indicatorssources
Funding Activity
Public funding rounds, investors, and financing announcements.
- Input
- domain
- Output
- funding eventsinvestorsdates
Company News
Recent announcements and coverage about the company.
- Input
- domain
- Output
- newsdatessources
Industry Developments
Industry changes and market events relevant to the company.
- Input
- domainindustry
- Output
- developmentscompany relevance
Hiring Activity
Open roles and hiring patterns across relevant functions.
- Input
- domain
- Output
- open roleshiring context
Leadership Changes
Publicly reported appointments and departures in key roles.
- Input
- domain
- Output
- people changesrolesdates
Company Fit
How the company matches your target criteria.
- Input
- domaincriteria
- Output
- match reasonsopen points
Competitor Context
Companies and alternatives mentioned in the same context.
- Input
- domain
- Output
- competitorscomparison context
People
Decision Makers
People in roles connected to the target business goal.
- Input
- domaintarget role
- Output
- peoplecurrent titles
Role & Seniority
Current function, responsibilities, and seniority level.
- Input
- personcompany
- Output
- rolesenioritysources
Education Background
Publicly available schools, degrees, and areas of study.
- Input
- personcompany
- Output
- educationfields of study
Work Background
Relevant roles, companies, and professional experience.
- Input
- personcompany
- Output
- work historyexperience
Business Contact Details
Available business email, phone, and professional profile.
- Input
- personcompany
- Output
- emailphoneprofile
Interests & Topics
Public interests and professional topics linked to the person.
- Input
- person
- Output
- intereststopic evidence
Social Media Activity
Recent public posts and topics across professional channels.
- Input
- personcompany
- Output
- poststopicsdates
Role Relevance
Why this person may be connected to your offer or request.
- Input
- personbusiness goal
- Output
- fit reasonsopen points
Recent Public Activity
Recent public appearances, articles, and company updates.
- Input
- personcompany
- Output
- activitydatessources
Research workflows
Company List Enrichment
Fill company rows with researched business and market fields.
- Input
- company list
- Output
- company fieldssources
Contact List Enrichment
Complete role, background, and contact fields across a list.
- Input
- contact list
- Output
- people fieldssources
Funding Research
Research financing activity across target companies.
- Input
- company list
- Output
- roundsinvestorsdates
News & Industry Brief
Connect company news with relevant industry developments.
- Input
- companyindustry
- Output
- briefrelevancesources
Hiring & Team Changes
Research open roles, hiring direction, and key people changes.
- Input
- company
- Output
- hiring signalsteam changes
Person Background Brief
Combine education, work history, interests, and public activity.
- Input
- personcompany
- Output
- background briefsources
Signal Research
Find dated company and people signals before outreach.
- Input
- prospect
- Output
- signalsdatesevidence
Company Fit Assessment
Compare researched company facts with your target criteria.
- Input
- companycriteria
- Output
- fit reasonsopen points
Pre-outreach Research
Assemble company, person, and signal context before contact.
- Input
- prospect
- Output
- research briefsources
Personalization Angles
Turn specific researched facts into conversation angles.
- Input
- companycontact
- Output
- message anglesevidence
Follow-up Context
Combine replies, prior messages, and new signals for follow-up.
- Input
- conversation
- Output
- reply contextnext-step draft
Research every prospect before outreach.
Let your agent find the context behind the conversation.
Get started