Automate LinkedIn candidate sourcing end-to-end by generating precise search strings, running Google searches, and saving results into a structured sheet.
The AI Agent converts a job description or candidate specs into a targeted LinkedIn Boolean X-ray search. It creates a Google Sheet to store profile URLs and iterates Google results until the requested number of profiles is collected. It integrates OpenAI for search string generation and Google Sheets for data capture, delivering a ready-to-review list for recruiters.
Generates searches, runs queries, and stores results.
Parse the input to extract job requirements and keywords.
Generate a LinkedIn Boolean X-ray search string from the extracted terms.
Create a Google Sheet to store extracted LinkedIn profile URLs.
Submit Google searches using the generated string and authenticate as needed.
Iterate through results in batches, collecting sufficient profiles.
Extract and save LinkedIn profile URLs into the sheet for review.
The AI Agent replaces manual, error-prone sourcing with a repeatable, data-driven process.
A simple 3-step system flow to turn inputs into a ready-to-review candidate list.
The AI agent reads the job description or candidate specs and extracts key requirements and keywords.
It creates a precise LinkedIn Boolean X-ray string using the extracted terms.
Creates a Google Sheet, executes Google searches in batches, and saves profile URLs into the sheet.
One supporting sentence with short explanation.
Scenario: A recruiter needs 50 candidates for a Senior Python Engineer role. After pasting the job description, the AI Agent generates the LinkedIn Boolean search, creates a Google Sheet, fetches 50 results in batches of 10, and records 50 LinkedIn URLs in the sheet.
One supporting sentence.
Reduces manual search time and delivers consistent results.
Delivers repeatable searches tailored to each role.
Consolidates data into a single, reviewable sheet.
Streamlines candidate data capture for onboarding prep.
Provides a ready list of qualified profiles for consideration.
Speeds up multi-client sourcing with canned workflows.
One supporting sentence with short explanation.
Generates precise LinkedIn Boolean search strings from input data.
Creates and populates a sheet to store LinkedIn profile URLs.
Executes authenticated searches using the generated string and returns results.
One supporting sentence with short explanation.
One supporting sentence with short explanation.
You provide a job description or ideal candidate specifications. The AI agent extracts key requirements and keywords, then builds a tailored LinkedIn Boolean X-ray search. It also prepares a Google Sheet to receive the results. The process is designed to be repeatable for similar roles in the future.
The agent can fetch a defined target number, defaulting to 50, but you can set any number. It retrieves results in batches (typically 10 at a time) and loops until the target is reached. If the search results are exhausted, you may need to adjust keywords or scope. The final sheet contains exactly the number of profiles you specified, provided enough results exist.
Yes. After providing the input, you can edit the extracted keywords or add new ones before the search string is generated. This ensures the Boolean query aligns with the exact skill sets and titles you’re targeting. The AI agent then uses these keywords to build a precise search string.
Authenticated access improves search quality. The workflow supports authenticated Google searches via a provided method, which may require configuring an authenticated session. If authentication isn’t set, results may be less comprehensive or delayed due to access limitations. Ensure credentials are kept secure and compliant with your policies.
All LinkedIn profile URLs are collected and saved into a dedicated Google Sheet created for each search. The sheet is automatically organized to facilitate review and outreach. You can later export or connect this data to your ATS or CRM as needed.
Yes. The data in the Google Sheet can be exported or connected to other systems like ATS/CRM platforms. The agent provides a clean, URL-only list of LinkedIn profiles suitable for import or copy-paste workflows. You should verify data compatibility with your tools and ensure privacy and compliance standards are met.
If automated searches are blocked, you can pause or adjust the search cadence, diversify keywords, or use alternative search configurations. The agent’s design supports pagination and retry logic to continue gathering results when possible. It’s important to monitor usage limits and ensure your approach remains compliant with terms of service.
Automate LinkedIn candidate sourcing end-to-end by generating precise search strings, running Google searches, and saving results into a structured sheet.
