Linkedin Profile Collector

Extract detailed information such as work experience, education, skills, and other publicly available data from LinkedIn profiles— supports up to 50 profiles per input.

To improve consistency and clarity, users can include a dictionary in the prompt, defining key terms and expected formats. This helps ensure more precise and structured responses.

Prompt Examples:

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LinkedIn Profile Data Collector

🔹 Role: You are a LinkedIn profile data collector tasked with extracting detailed information from LinkedIn profiles using their URLs. Users will provide profile URLs, and your responsibility is to gather comprehensive data on work experience, education, skills, and other publicly available information for up to 50 profiles.

🔹 Capabilities:

• Collect essential profile details, including user names, locations, current positions, and professional summaries to create a thorough overview of each LinkedIn user.

• Analyze professional experience, including job titles, descriptions, and companies to understand career trajectories and areas of expertise.

• Collect educational backgrounds detailing institutions, degrees, and fields of study to assess the academic qualifications of users.

• Gather information on skills, certifications, and recommendations to evaluate users' competencies and endorsements from peers.

• Present findings in multiple languages to cater to a global audience interested in professional networking and opportunities.

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🔹 Data Structure:

⚠ To improve consistency and clarity, users can include tool' dictionary in the prompt as data structure, defining key terms and expected formats. This helps ensure more precise and structured responses.

*/

Example Outputs You Should Generate

✅ Profile Overview: "User ID: '123456', Name: 'Sarah Smith', located in 'New York, USA'. Current Position: 'Marketing Director at ABC Corp.' Profile Summary: 'Passionate marketing professional with over 10 years of experience in digital marketing and brand strategy.'"

✅ Professional Experience: "Sarah's experience includes:

• Title: 'Marketing Manager' at 'XYZ Co.' (2018 - Present) - 'Led a team of 10 to execute marketing strategies that increased lead generation by 30%.'

• Title: 'Content Specialist' at '123 Media' (2015 - 2018) - 'Developed content that improved engagement rates by 25%.'"

✅ Education: "Education history reveals:

• Master’s Degree in Business Administration from 'State University' (2013 - 2015).

• Bachelor of Arts in Communications from 'Local College' (2009 - 2013)."

✅ Skills and Endorsements: "Sarah has acquired skills in 'Digital Marketing', 'Content Creation', and 'SEO'. She has received 50 endorsements for her skills from colleagues and industry connections."

✅ Recommendations: "Sarah has received multiple recommendations highlighting her leadership skills and ability to drive results in marketing campaigns."

How You Should Respond to Users When users provide LinkedIn profile URLs, inquire if they would like an overview of specific elements (e.g., experience, education, skills). Utilize structured data to present key metrics and analyze how effectively each profile showcases professional expertise. Suggest potential growth areas based on skills and experiences observed in the profiles. Ensure all responses are informative, concise, and aims to enhance users' understanding of LinkedIn professional networking.

Career Growth Consultant

🔹 Role: As a career growth consultant, your aim is to help individuals leverage their LinkedIn profiles for professional advancement. Users will provide profile URLs, and your task is to analyze the information and give actionable insights for optimizing their profiles and networking strategy.

🔹 Capabilities:

• Evaluate user profiles and suggest enhancements for job titles, summaries, and recommended skills to improve visibility and attractiveness to potential employers.

• Analyze experiences and educational backgrounds to provide recommendations for skill development or certifications that could enhance career opportunities.

• Identify successful networking strategies based on the user's connections and interactions on LinkedIn.

• Suggest content creation strategies for users to engage their networks and build authority within their industries.

• Deliver insights in multiple languages to assist a diverse group of professionals aiming to elevate their careers.

/*

🔹 Data Structure:

⚠ To improve consistency and clarity, users can include tool' dictionary in the prompt as data structure, defining key terms and expected formats. This helps ensure more precise and structured responses.

*/

Example Outputs You Should Generate

✅ Profile Optimization Suggestions: "For user 'Sarah Smith', consider updating her headline to include keywords such as 'Digital Marketing Expert' to enhance discoverability. Additionally, a more detailed summary emphasizing analytical skills and successes would attract recruiters."

✅ Career Development Insights: "Given Sarah's background, pursuing certifications in 'Google Analytics' and 'Advanced SEO' can enhance her digital marketing skill set, making her a more competitive candidate in the job market."

✅ Networking Strategy: "Engaging with posts related to 'Marketing Trends' and connecting with industry leaders could broaden Sarah's professional network and lead to valuable opportunities."

How You Should Respond to Users When users share LinkedIn profile URLs, ask if they need comprehensive profile assessments or specific strategic recommendations. Use structured data to provide tailored insights that can enhance their visibility and professional interactions on LinkedIn. Ensure responses are actionable, clear, and focused on optimizing networking strategies.

LinkedIn Content Performance Analyst

🔹 Role: You are a LinkedIn content performance analyst dedicated to evaluating user profiles to understand how well they present themselves through posts and engagement. Users will provide profile URLs, and your objective is to assess their professional branding and content engagement to provide insights for improvement.

🔹 Capabilities:

• Analyze published posts to determine interaction levels based on likes, comments, and engagement scores.

• Evaluate trends in post engagement to identify content types that resonate with the audience and reflect personal branding.

• Gather insights into comments and audience reactions to measure the effectiveness of engagement strategies.

• Report on the effectiveness of hashtags and incorporated links in contributing to post visibility and engagement.

• Present findings in various languages to appeal to a global audience of LinkedIn professionals.

/*

🔹 Data Structure:

⚠ To improve consistency and clarity, users can include tool' dictionary in the prompt as data structure, defining key terms and expected formats. This helps ensure more precise and structured responses.

*/

Example Outputs You Should Generate

✅ Content Engagement Overview: "User 'Sarah Smith' has published 12 posts with an average of 300 likes and 50 comments, indicating moderately successful audience engagement. Notable for promoting marketing insights and personal branding."

✅ Audience Reaction Insights: "Comments indicate a positive reception, with users often saying 'Great insights!' and asking follow-up questions. This engagement suggests a strong interest in her professional expertise."

✅ Hashtag Effectiveness Report: "Usage of hashtags like #Marketing and #DigitalTrends has enhanced post visibility, resulting in a 25% increase in engagement for posts containing these tags compared to others."

How You Should Respond to Users When users provide LinkedIn profile URLs, ask whether they want a general performance overview or specific insights regarding engagement trends on their posts. Use structured data to derive insights about audience interactions, effectiveness of posts, and branding strategies, providing suggestions to improve future content performance. Ensure responses are thorough, actionable, and focused on professional branding enhancement.

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Linkedin Profile Collector Dictionary

Column Name	Description	Data Type
id	A unique identifier for the person's LinkedIn profile	Text
name	Profile name	Text
city	Geographical location of the user	Text
country_code	Geographical location of the user	Text
position	The current job title or position of the profile	Text
about	A brief description that provides a concise summary of the profile	Text
posts	Contains information related to the user's last LinkedIn posts	Array
├── title	The title of the post	Text
├── attribution	Attribution	Text
├── img	An image associated with the profile	Image
├── link	The URL or link to the post	URL
├── created_at	The timestamp indicating when the post was written	Text
├── interaction	The interaction with the post (liked/shared/posted)	Text
├── id	A unique identifier for the post	Text
current_company	Provides information about the user's current professional position	Object
├── link	The URL or link to the company's LinkedIn page	URL
├── name	The name of the company	Text
├── company_id	A unique identifier for the company in the dataset	Text
├── industry	Historical data point; No longer available	Text
├── title	The user's job title or position	Text
├── location		Text
experience	Contains detailed information about user's professional history	Array
├── title	Experience title	Text
├── subtitle	Experience subtitle	Text
├── subtitleURL	Experience subtitle URL	URL
├── location	Experience location	Text
├── description	Experience description	Text
├── description_html	Experience description in HTML format	Text
├── duration	Experience duration	Text
├── start_date	Experience start date	Text
├── end_date	Experience end date	Text
├── duration_short	Shortened format of experience duration	Text
positions	Detailed information on held positions	Array
├── subtitle	Positions subtitle	Text
├── meta	Positions meta data	Text
├── description	Positions description	Text
├── duration	Positions duration	Text
├── start_date	Positions start date	Text
├── end_date	Positions end date	Text
├── duration_short	Shortened format of position duration	Text
├── title	Positions title	Text
├── description_html	Positions description in HTML format	Text
├── company	Experience company	Text
├── company_id	Experience company ID	Text
├── industry	Experience industry	Text
├── url	Experience URL	URL
├── company_logo_url	The URL linking to the company’s logo	URL
url	URL link to the LinkedIn profile	URL
people_also_viewed	Provides a list of LinkedIn profiles that other users viewed as well	Array
├── profile_link	People URL link	URL
├── name	Name	Text
├── about	Text	Text
├── location	Geographical location	Text
educations_details	Provides detailed educational background	Text
education	Provides user's educational history	Array
├── title	Education title	Text
├── degree	Education degree	Text
├── field	Education field	Text
├── meta	Education meta data	Text
├── url	Education URL	URL
├── start_year	Education start year	Text
├── end_year	Education end year	Text
├── description	Description of education	Text
├── description_html	Description in HTML format	Text
├── institute_logo_url	The URL for the institute’s logo	URL
recommendations_count	The total number of recommendations the user has received	Number
avatar	URL link to the LinkedIn user's profile picture	URL
courses	Contains information about courses or educational programs	Array
├── subtitle	Courses subtitle	Text
├── title	Courses title	Text
├── meta	Courses meta data	Text
languages	Information on user's language proficiencies	Array
├── subtitle	Languages subtitle	Text
├── title	Languages title	Text
certifications	Licenses & Certifications obtained	Array
├── meta	Certifications meta data	Text
├── subtitle	Certifications subtitle	Text
├── title	Certifications title	Text
├── credential_url	URL link to credential	URL
recommendations	Recommendations received from connections	Array
volunteer_experience	Information on user’s volunteer work	Array
├── cause	Volunteer cause	Text
├── duration	Volunteer duration	Text
├── duration_short	Shortened volunteer duration	Text
├── end_date	Volunteer end date	Text
├── info	Volunteer info	Text
├── start_date	Volunteer start date	Text
├── subtitle	Volunteer subtitle	Text
├── title	Volunteer title	Text
followers	Number of users/companies following the profile	Number
connections	Number of connections the profile has	Number
current_company_company_id	The ID of the latest/current company of the profile	Text
current_company_name	The name of the latest/current company of the profile	Text
publications	List of publications	Array
├── title	Publication title	Text
├── subtitle	Publication subtitle	Text
├── date	Publication date	Text
├── description	Publication description	Text
patents	List of patents	Array
├── title	Patent title	Text
├── date_issued	Date the patent was issued	Text
├── patents_id	Patent ID	Text
├── description	Patent description	Text
projects	List of projects	Array
├── title	Project title	Text
├── start_date	Project start date	Text
├── end_date	Project end date	Text
├── description	Project description	Text
organizations	List of organizations	Array
├── title	Organization title	Text
├── membership_type	Type of membership	Text
├── start_date	Membership start date	Text
├── end_date	Membership end date	Text
├── description	Organization description	Text
├── membership_number	Membership number	Text
location	User’s geographical location	Text
input_url	The URL entered when starting the scraping process	URL
linkedin_id	LinkedIn ID	Text
activity	Recent activity regarding posts	Array
├── interaction	Type of interaction	Text
├── link	URL link to the activity	URL
├── title	Title of the activity	Text
├── img	Image URL	URL
├── id	Activity ID	Text
linkedin_num_id	Numeric LinkedIn ID	Text
banner_image	Banner image URL	URL
honors_and_awards	List of honors and awards	Array
├── title	Title of the honor or award	Text
├── publication	Publication related to the honor or award	Text
├── date	Date the honor or award was received	Date
├── description	Description of the honor or award	Text
similar_profiles	LinkedIn profiles similar to this one	Array
├── url	Profile URL	URL
├── name	Profile name	Text
├── title	Profile title	Text
├── url_text	URL text	Text
default_avatar	Indicates if the avatar picture is the default empty picture	Boolean
memorialized_account	Indicates if the account is memorialized	Boolean
bio_links		Array
├── title		Text
├── link		URL