# LinkedPanda Bulk LinkedIn Profile Enrichment

> LinkedPanda Bulk LinkedIn Profile Enrichment is a paid API for AI agents from api.linkedpanda.com, paid per call via x402, $0.05/call, status unknown (last checked 2026-09-15).

Enriches up to 25 LinkedIn profiles in a single call, returning B2B contact and company data for each

## Facts

- Endpoint: GET https://api.linkedpanda.com/agent/v1/profiles/enrich
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/api-linkedpanda-com-f136b59f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KHBHHbcZk7c7hVJxMiMDd

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability api-linkedpanda-com-f136b59f
```

Example prompt: Enrich these 5 LinkedIn profiles for me — linkedinIds: john-smith-b2b, jane-doe-12345, mike-johnson-cto, sarah-chen-vp, raj-patel-founder — and give me their job titles, companies, company domains, and locations.

## When to prefer this

Choose this endpoint when you need to enrich multiple LinkedIn profiles (2–25) in a single API call, minimizing round trips and cost per profile compared to calling the single-profile enrichment endpoint repeatedly. Ideal for sales automation, CRM enrichment, and ABM workflows where you have a list of LinkedIn IDs ready.

## Known failure modes

- Invalid or non-existent linkedinId returns empty or null profile data for that entry
- Exceeding 25 profiles per batch may return an error or partial results
- Payment failure (x402) if USDC balance is insufficient
- Rate limiting if too many requests are made in quick succession
- Stale or unavailable LinkedIn data may result in incomplete fields

## How this service works

LinkedIn profile enrichment API for one B2B lead

## Output

Returns an array of enriched profile objects, each containing firstName, lastName, headline, title, companyName, companyDomain, location, country, linkedinUrl, linkedinId, followerCount, and enrichedAt timestamp for up to 25 profiles per call.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "properties": {
    "type": {
     "type": "string"
    },
    "method": {
     "type": "string"
    },
    "queryParams": {
     "type": "object",
     "properties": {
      "linkedinId": {
       "type": "string"
      }
     },
     "additionalProperties": true
    }
   },
   "additionalProperties": true
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object",
     "properties": {
      "title": {
       "type": "string"
      },
      "country": {
       "type": "string"
      },
      "headline": {
       "type": "string"
      },
      "lastName": {
       "type": "string"
      },
      "location": {
       "type": "string"
      },
      "firstName": {
       "type": "string"
      },
      "enrichedAt": {
       "type": "string"
      },
      "linkedinId": {
       "type": "string"
      },
      "companyName": {
       "type": "string"
      },
      "linkedinUrl": {
       "type": "string"
      },
      "companyDomain": {
       "type": "string"
      },
      "followerCount": {
       "type": "number"
      }
     },
     "additionalProperties": true
    }
   },
   "additionalProperties": true
  }
 },
 "additionalProperties": true
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "profiles": [
   {
    "about": "B2B revenue leader building repeatable outbound and partner-led growth motions.",
    "title": "VP Sales",
    "causes": [
     {
      "name": "Education"
     }
    ],
    "hiring": true,
    "skills": [
     {
      "name": "Sales Development"
     },
     {
      "name": "Revenue Operations"
     }
    ],
    "country": "US",
    "courses": [
     {
      "name": "Advanced B2B Sales Management"
     }
    ],
    "patents": [],
    "premium": true,
    "coverUrl": "https://media.example.com/profile/alex-example-cover.jpg",
    "featured": {
     "items": [
      {
       "title": "How ExampleCo scales outbound"
      }
     ]
    },
    "headline": "VP Sales at ExampleCo",
    "lastName": "Example",
    "location": "San Francisco Bay Area",
    "projects": [
     {
      "name": "Partner Pipeline Launch"
     }
    ],
    "verified": true,
    "avatarUrl": "https://media.example.com/profile/alex-example.jpg",
    "education": [
     {
      "degree": "MBA",
      "schoolName": "Example University"
     }
    ],
    "firstName": "Alex",
    "languages": [
     {
      "name": "English",
      "proficiency": "Native or bilingual"
     }
    ],
    "objectUrn": "urn:li:fsd_profile:exampleProfileUrn",
    "topSkills": "Revenue Operations, Sales Development, Go-to-market Strategy",
    "enrichedAt": "2026-05-13T08:00:00.000Z",
    "experience": [
     {
      "title": "Director of Revenue",
      "companyName": "Sample Labs"
     }
    ],
    "influencer": false,
    "linkedinId": "alex-example",
    "openToWork": false,
    "companyName": "ExampleCo",
    "linkedinUrl": "https://www.linkedin.com/in/alex-example/",
    "locationCity": "San Francisco",
    "memorialized": false,
    "publications": [
     {
      "title": "Building Repeatable Pipeline"
     }
    ],
    "registeredAt": "2016-04-18T12:00:00.000Z",
    "volunteering": [
     {
      "role": "Startup Mentor",
      "organization": "Example Mentors"
     }
    ],
    "companyDomain": "example.co",
    "coverPictures": {
     "displayImage": "https://media.example.com/profile/alex-example-cover.jpg"
    },
    "followerCount": 18450,
    "locationState": "California",
    "organizations": [
     {
      "name": "Example Revenue Council",
      "role": "Member"
     }
    ],
    "certifications": [
     {
      "name": "Revenue Leadership Certificate"
     }
    ],
    "profileActions": [
     {
      "type": "follow",
      "label
… (truncated)
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/api-linkedpanda-com-f136b59f/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.linkedpanda.com](https://www.zero.xyz/host/api.linkedpanda.com/llms.txt)