AI Discovery

Describe the role.
We'll find the people.

Paste a job description or just describe who you need. HireBound searches 500M+ profiles across the open web and returns a ranked shortlist with reasoning.

500M+ profiles

Searched across 30+ sources on the open web.

Auto-extracted brief

16 hiring parameters pulled from the JD, zero manual entry.

Ranked with reasoning

Every shortlisted candidate explained, not just listed.

How Discovery Works

Three steps. No tab-hopping.

From job description to ranked shortlist — without leaving HireBound.

STEP 01

Create a Role

JD INPUT

Paste, upload, or generate the job description with AI in seconds.

ZERO SETUP

No forms, no dropdowns — Discovery reads the role for you.

JOB DESCRIPTION

Read by AI Discovery
STEP 02

Set Preferences

16 PARAMETERS

Skills, seniority, geography, industry, stack — all extracted automatically.

REFINE IN PLAIN ENGLISH

“Focus on 7+ years and add AWS.” Parameters update instantly, no Boolean.

16 parameters active
PREFERENCES
SKILLS
PythonJavaScriptReactMachine LearningTensorFlowAWS+2 more
EXPERIENCE
3+ years
LOCATION
Remote · Global
EDUCATION
Bachelor's in Computer ScienceMaster's in AI
Refine in plain English…
STEP 03

Ranked Results

REASONS INCLUDED

Every candidate comes with a match score and why they fit.

READY TO ACT

Shortlist, message, or push to your ATS — one surface.

25 CANDIDATES FOUND
MC
Maya Chen
AI Developer & Data Engineer at Grab
Singapore
92%
Machine LearningTensorFlowPyTorchSQLPythonAWSKubernetes
STRENGTHS
  • · Deep AI/ML production experience
  • · Strong data-engineering background
CONCERNS
  • · Limited front-end specifics
  • · Azure-centric cloud experience
DS
Diego Silva
Senior AI Engineer at Nubank
São Paulo, Brazil
90%
PythonMLOpsAWSLLMsAirflowAngularOn-site
STRENGTHS
  • · 8+ yrs Python & MLOps on AWS
  • · Production LLM deployments
CONCERNS
  • · Less hands-on with Angular
  • · Open to remote only
AR
Aisha Rahman
Staff ML Engineer at Monzo
London, UK
88%
RecommendersSageMakerBedrockPythonSparkImmediate start
STRENGTHS
  • · Scaled recommender systems
  • · AWS SageMaker & Bedrock expert
CONCERNS
  • · Notice period: 3 months
  • · Leadership-heavy recent role
Swipe or tap →
What's Inside

Built for how hiring actually works.

500M+ profiles

Candidate data across engineering, sales, ops, design and finance.

Web-wide reach

LinkedIn, GitHub, Stack Overflow and portfolios — one query.

Internal pool reactivation

Past applicants and dormant candidates surface before external sourcing.

Conversational refinement

Plain-English changes. The shortlist re-ranks as you talk.

“Why this candidate” reasoning

Every match ships with strengths, concerns and a score.

Ranked in minutes

Job description to a scored shortlist in under 24 hours.

0M+

Profiles indexed

0+

Sources searched

<0 hrs

To first shortlist

0%

Recruiter agreement on top matches

FAQ

Everything you need to know about AI Discovery

Find answers about ranked shortlists, plain-English refinement, web-wide sourcing, and internal pool reactivation.

AI candidate discovery reads a job description, extracts the right search parameters automatically, and finds matching candidates across 500M+ profiles on the open web — returning a ranked shortlist with reasoning, no manual searching required.

Ready to discover

Find your next hire
before lunch.

Paste a JD. Let AI Discovery do the rest — ranked shortlists with reasoning, from across the entire web.