How to Export Data from LinkedIn Analytics to Excel [2025]

In the world of professional networking, a strong LinkedIn profile is your digital handshake, and recommendations are the testimonials that seal the deal. They provide powerful social proof, add tangible depth to your listed skills, and offer a human perspective that a simple CV cannot. To truly unlock your profile's potential and boost its impact, recommendations are a key component of overall efforts in optimizing your LinkedIn profile.

But writing or requesting the perfect recommendation can be challenging. Many people resort to generic praise that lacks impact and authenticity. This guide moves beyond those empty compliments to provide actionable, strategic recommendation samples on LinkedIn tailored for various professional relationships. We will break down seven distinct categories, from manager-to-employee endorsements to client testimonials and peer collaborations.

You will find more than just copyable templates here. Each example includes a deep analysis of why it works, who it's for, and how you can customise it to reflect genuine professional experiences. We will explore how to craft endorsements that are specific, impactful, and authentic, ensuring they resonate with hiring managers, potential clients, and your wider network. Get ready to transform your recommendations from a simple profile section into a compelling showcase of your professional value.

1. Manager-to-Employee Recommendation

A recommendation from a direct manager is arguably the most powerful endorsement on a professional's LinkedIn profile. It offers a credible, authoritative perspective on an employee's skills, work ethic, and overall value to a team. Coming from someone who directly supervised and evaluated their performance, this type of recommendation carries significant weight with recruiters and potential employers.

It serves as a formal validation of the skills and accomplishments listed on a profile, moving them from self-proclaimed attributes to manager-verified strengths. This is crucial for building trust and establishing a strong professional reputation.

Strategic Breakdown

This recommendation works because it provides concrete evidence of performance from a position of authority. A manager can speak directly to an employee's contributions to team goals, their ability to handle pressure, and their growth within a specific role. For instance, a manager can highlight how an employee’s project management skills directly led to a 15% increase in efficiency on a key initiative.

This endorsement is also a powerful tool for succession planning and internal mobility, signalling an employee's readiness for more senior roles. It’s a public testament to their potential, endorsed by the very person who knows their capabilities best.

Actionable Takeaways & Customisation

When writing one of these crucial recommendation samples on LinkedIn, focus on specificity and impact. Generic praise is easily dismissed; detailed examples are not.

• Quantify Achievements: Instead of saying "great at sales," write, "exceeded her sales targets by 20% for three consecutive quarters."

• Highlight Key Soft Skills: Mention a specific instance where the employee demonstrated leadership, problem-solving, or collaboration. For example, "When our project faced an unexpected setback, Sarah's calm leadership and innovative thinking got us back on track."

• Mention Growth: Briefly touch upon their development. "I was particularly impressed with Alex's growth in client-facing communication throughout his time on my team."

• Keep it Authentic: Write in your own voice. Using a tool like Postline.ai can help you structure your thoughts and refine the tone to match your management style, ensuring it sounds genuine and personalised.

2. Peer-to-Peer Collaboration Recommendation

A recommendation from a colleague offers a unique, ground-level perspective on a professional's teamwork and interpersonal skills. Unlike a manager's top-down view, a peer endorsement speaks to the day-to-day realities of collaboration, revealing how an individual contributes to team morale, shared projects, and a positive work environment.

This type of recommendation is especially valuable in modern, collaborative workplaces, such as tech companies and remote-first organisations, where cross-functional teamwork is paramount. It demonstrates not just what someone can do, but how they do it with others, which is a critical factor for recruiters assessing cultural fit and team dynamics.

Strategic Breakdown

This recommendation works because it highlights the soft skills that are often difficult to showcase on a CV. While a manager can verify technical skills, a peer can attest to someone's reliability during a tight deadline, their willingness to help a colleague, or their exceptional communication skills in bridging gaps between departments. For example, a designer can endorse a developer for their ability to translate complex design concepts into functional code with empathy and clarity.

A strong collection of peer testimonials signals that an individual is not just a skilled professional but also a valuable team player. This builds a narrative of someone who elevates the performance and experience of those around them, making them a highly desirable candidate for roles that depend on collaboration.

Actionable Takeaways & Customisation

When crafting one of these powerful recommendation samples on LinkedIn, focus on shared experiences and specific collaborative moments.

• Reference a Joint Project: Instead of saying "is a great team player," write, "On the Q3 product launch, Maria's project management skills were the glue that held our cross-functional team together, ensuring we met every deadline."

• Highlight Their Impact on You: Explain how their contribution made your job easier or better. For instance, "I could always rely on David's meticulous code reviews, which not only improved our product quality but also helped me grow as a developer."

• Mention a Specific Positive Trait: Focus on a key interpersonal skill. "Javier’s ability to remain positive and solution-focused during high-pressure situations was instrumental in maintaining team morale."

• Maintain an Authentic Tone: A peer recommendation should feel genuine and conversational. Using a tool like Postline.ai can help you phrase your thoughts naturally, capturing the spirit of your professional relationship while ensuring it remains polished and impactful.

3. Client/Customer Testimonial Recommendation

A recommendation from a client or customer is a powerful, third-party validation of a professional's value. Unlike internal reviews, this endorsement comes from an external stakeholder whose primary measure of success is the tangible result they received. It is an unbiased testament to a person's ability to deliver on promises and solve real-world business problems, making it invaluable for consultants, freelancers, sales professionals, and entrepreneurs.

This type of recommendation translates professional skills into direct business impact. For anyone whose role is client-facing, it serves as a public case study, demonstrating not just what they can do, but how they create value for the people they serve. It builds immense trust with prospective clients and employers, who see proof of performance from the most critical perspective: the customer's.

Strategic Breakdown

This recommendation works because it shifts the focus from internal performance to external market value. A client testimonial directly addresses the core question any potential partner or employer has: "Can you solve my problem?" When a CMO endorses a freelance designer's creative solutions or a business owner highlights how a salesperson boosted their revenue, it provides a compelling, market-verified answer.

This endorsement acts as powerful social proof, particularly in service-based industries. It showcases not only technical skill but also crucial soft skills like communication, project management, and the ability to understand and align with a client's strategic goals. It’s one thing to claim you are customer-centric; it’s another for a customer to publicly declare it on your profile.

Actionable Takeaways & Customisation

When requesting or writing one of these powerful recommendation samples on LinkedIn, the goal is to tell a story of transformation and impact. Focus on the 'before and after' to create a compelling narrative.

• Highlight the Outcome: The most critical element. Instead of "did great work," guide the client to say, "Their strategy led to a 40% increase in lead generation within six months."

• Mention the Initial Challenge: Provide context. "We were struggling with low brand visibility before we engaged with Maria. Her team developed a PR campaign that secured us features in three major industry publications."

• Emphasise a Key Trait: Ask the client to mention a specific quality that stood out. "What I appreciated most about David was his proactive communication; we were never left wondering about project progress."

• Streamline the Process: Clients are busy. Make it easy by offering to draft a version for their review, perhaps using a tool like Postline.ai to articulate the project's success and specific value you delivered, ensuring it's both authentic and impactful.

4. Direct Report Recommendation (Reverse Feedback)

A recommendation from a direct report is a powerful and modern testament to a leader's true impact. This form of "upward feedback" shifts the focus from task completion to mentorship, empowerment, and team development. It provides a unique perspective that recruiters and organisations highly value, as it offers insight into a manager's leadership style and their ability to foster talent.

Coming from someone who has been directly managed, coached, and developed, this recommendation validates a leader's ability to inspire and grow a team. It serves as powerful social proof of their management capabilities, moving beyond self-proclaimed leadership skills to team-verified strengths.

Strategic Breakdown

This recommendation works because it highlights the often-invisible qualities of great leadership. While a senior leader can confirm a manager hit their targets, only a direct report can speak authentically about how they created a positive work environment, provided career-defining mentorship, or championed their team's professional growth. It answers the crucial question: "What is it actually like to work for this person?"

For leaders, this type of endorsement is invaluable for showcasing soft skills like empathy, communication, and coaching. It demonstrates an ability to build loyalty and trust, which are critical indicators of a manager who can retain top talent and cultivate a healthy, productive team culture. It signals a leader who measures success not just by their own achievements, but by the achievements of those they lead.

Actionable Takeaways & Customisation

When writing one of these unique recommendation samples on LinkedIn, the goal is to be genuine and specific about the leader’s impact on your personal and professional journey.

• Detail Specific Mentorship: Instead of saying, "She was a great mentor," write, "Maria’s guidance was pivotal in my career transition into data analytics; she personally coached me on SQL and advocated for my first analytics project."

• Highlight Leadership Style: Mention how their approach created a better work environment. For example, "David fostered a culture of psychological safety where I felt comfortable sharing new ideas, even if they were unconventional."

• Connect to Your Growth: Explicitly state how their management contributed to your success. "Under John's leadership, I was promoted from Coordinator to Manager in two years because he consistently gave me challenging assignments and the autonomy to lead them."

• Maintain Authenticity: Speak from the heart about your experience. A tool like Postline.ai can help you articulate these personal experiences into a structured, professional narrative that sounds both credible and heartfelt.

5. Mentor/Advisor Recommendation

A recommendation from a mentor or advisor offers a uniquely personal and forward-looking endorsement. Unlike a manager who focuses on past performance, a mentor speaks to an individual's potential, character, and capacity for growth. This type of recommendation provides powerful social proof of a person’s learning agility, self-awareness, and commitment to professional development.

Coming from an experienced figure who has invested time in guiding the individual, this endorsement adds a layer of depth that recruiters and network connections find compelling. It tells a story of ambition and transformation, which is often more memorable than a simple list of job duties.

Strategic Breakdown

This recommendation is effective because it shifts the focus from "what you did" to "who you are becoming." A mentor has a privileged view of an individual's journey, including the challenges they have overcome and the key insights that sparked their growth. They can speak to qualities like resilience, curiosity, and strategic thinking in a way that a direct supervisor often cannot.

For example, a mentor can recount a specific conversation where the mentee had a breakthrough in their thinking or demonstrated exceptional leadership potential when faced with a complex career decision. This endorsement highlights the raw material of future success, making it invaluable for those targeting leadership roles or career transitions. It’s a testament to the person’s character and long-term value.

Actionable Takeaways & Customisation

When writing one of these insightful recommendation samples on LinkedIn, the goal is to narrate a story of growth and potential. It should be both personal and professional, highlighting the mentee's core strengths.

• Focus on Transformation: Instead of listing skills, describe the "before and after." For instance, "When I first met James, he was a skilled analyst. Through our work together, he has blossomed into a strategic thinker capable of leading complex initiatives."

• Highlight Character Traits: Mention specific attributes that are difficult to quantify but crucial for success. "What stands out most about Chloe is her unwavering integrity and her innate ability to inspire trust in others."

• Reference Specific Guidance: Briefly mention the context of your relationship. "During our coaching sessions focused on executive presence, I was consistently impressed by Maria's ability to absorb feedback and immediately apply it."

• Write with Authenticity: A mentor's voice should be wise and encouraging. Using a tool like Postline.ai can help structure these reflections, ensuring the recommendation captures the unique dynamic of the mentorship while sounding genuine and impactful.

6. Vendor/Partner/Supplier Recommendation

A recommendation from an external business partner, such as a vendor or supplier, provides a powerful outside perspective on a professional's capabilities. This endorsement validates how an individual operates in a B2B context, highlighting their collaboration skills, reliability, and business ethics from the viewpoint of a transactional relationship.

This type of recommendation is especially valuable for roles in business development, procurement, partnership management, and entrepreneurship. It demonstrates an ability to cultivate and manage external relationships, build trust, and create mutually beneficial outcomes, which is a critical skill in many modern business environments.

Strategic Breakdown

This recommendation works because it moves beyond internal performance metrics and speaks to a person's character and effectiveness in the wider business ecosystem. A vendor can attest to fair negotiation practices, a partner can highlight collaborative strategic thinking, and a supplier can confirm reliability and clear communication. This external validation is often seen as highly authentic by recruiters.

For example, a marketing agency partner endorsing a client's strategic vision shows that the individual is not just a passive recipient of services but an active, insightful collaborator. It showcases their ability to translate internal goals into successful external projects, a crucial skill for leadership roles.

Actionable Takeaways & Customisation

When requesting or writing these recommendation samples on LinkedIn, the focus should be on the quality and mutual success of the business relationship.

• Highlight Mutual Success: Instead of saying "good to work with," specify the outcome. "Maria's clear communication and strategic insights were instrumental in our joint marketing campaign, which boosted lead generation by 30% for both our organisations."

• Emphasise Professionalism: Mention specific attributes that made the partnership smooth. For instance, "David's meticulous planning and adherence to deadlines made him one of our most reliable and respected clients."

• Focus on Collaboration: Detail the collaborative spirit. "I was always impressed by how Leo treated our team as true partners, integrating our feedback and fostering a genuinely collaborative environment that led to outstanding results."

• Ensure Authenticity: Encourage your partner to write from their genuine perspective. A tool like Postline.ai can help them structure their thoughts, making it easier to articulate the specific value of the partnership in a professional yet personal tone.

7. Industry Expert/Thought Leader Recommendation

An endorsement from a recognised expert or thought leader in your field is one of the most impactful recommendations you can receive. This type of validation elevates your profile beyond typical workplace achievements, positioning you as a significant contributor to your industry's broader conversation and advancement. It signals to peers and recruiters that your expertise is acknowledged at the highest levels.

This recommendation acts as a powerful third-party endorsement of your authority and innovative thinking. For consultants, authors, speakers, and entrepreneurs, it can be a game-changer, lending immense credibility that is difficult to build through self-promotion alone. It's a testament to your contribution to the professional discourse.

Strategic Breakdown

This recommendation is effective because it leverages the established credibility of a respected figure. When an industry leader publicly vouches for your work, their reputation and influence are transferred to you by association. It’s a form of social proof that validates your skills in a way a manager or peer simply cannot, as it speaks to your impact on the industry itself.

For example, a respected analyst highlighting your strategic insights publicly affirms your thought leadership. This endorsement is not about task completion but about your contribution to innovation, dialogue, and the future direction of the field. It differentiates you from other professionals by marking you as a key voice and innovator.

Actionable Takeaways & Customisation

Securing one of these recommendation samples on LinkedIn requires a strategy built on genuine connection, not just a cold request. You must provide value first.

• Build a Relationship: Engage thoughtfully with the expert's content over time. Share their work with your insightful commentary, attend their webinars, and contribute meaningfully to discussions they lead.

• Be Specific in Your Request: When you do ask, don't make them do the work. Reference a specific project, a shared panel discussion, or a piece of your work that aligns with their expertise. For example, "Your recent post on AI ethics resonates with the framework I developed for my latest project. I would be honoured if you could speak to its innovative approach."

• Offer a Draft: Make it easy for them to say yes by providing a pre-written draft. Mention that it is just a starting point they can edit or completely rewrite in their own voice.

• Highlight Shared Values: Frame your request around a shared passion or goal for the industry. This creates a collaborative feel rather than a transactional one. Using a tool like Postline.ai can help you craft a respectful request that hits all the right notes.

7 LinkedIn Recommendation Samples Compared

From Samples to Strategy: Putting Your Recommendations to Work

We have journeyed through a comprehensive catalogue of recommendation samples on LinkedIn, from the authoritative endorsement of a manager to the invaluable perspective of a client. The core lesson is clear: LinkedIn recommendations are not just passive testimonials; they are active, strategic assets that build a multi-dimensional narrative of your professional capabilities and character. Moving beyond simple templates is crucial.

The power of a strong recommendation lies in its authenticity and specificity. A vague, generic endorsement is easily forgotten, but a story-driven account that details a specific challenge, your unique contribution, and the measurable impact of your work creates a lasting impression. This is the difference between social proof and genuine professional validation.

Synthesising Your Strategy

To truly capitalise on the insights from this guide, your approach must be both proactive and reciprocal. Don't wait for recommendations to appear organically. Instead, strategically identify individuals who can speak to different facets of your professional identity, as demonstrated in our diverse examples.

Consider these key takeaways as you build your recommendation portfolio:

• Diversify Your Sources: A mix of recommendations from managers, peers, direct reports, and clients offers a 360-degree view, making your profile more credible and robust.

• Guide the Giver: Never be afraid to provide context or highlight specific projects. This helps your recommender recall details and write a more impactful and personalised endorsement.

• Focus on Impact: The most compelling recommendations connect your skills to tangible outcomes. Always encourage recommenders to mention the "so what" - the positive results you helped deliver.

• Practise Generosity: Giving thoughtful, detailed recommendations is not just good karma; it strengthens your professional network and reinforces your reputation as a supportive and observant colleague.

Your Actionable Next Steps

Mastering the art of the LinkedIn recommendation transforms your profile from a static CV into a dynamic testament to your value. It’s about more than just collecting praise; it's about curating a powerful collection of evidence that substantiates your skills and enhances your professional brand. By applying the tactical insights and replicable methods we’ve discussed, you can ensure every recommendation you give and receive works harder for you.

Start today. Identify one person from your network you can write a meaningful recommendation for, and one person you can request one from, using the specific guidance provided in this article. This small step is the beginning of building a more powerful and persuasive professional presence on the world's largest professional network. Your career narrative is waiting to be written, one powerful recommendation at a time.

Ready to craft compelling recommendations and other professional content with ease? Let the advanced AI of Postline.ai help you generate thoughtful, personalised drafts that capture the essence of your professional relationships. Visit Postline.ai to streamline your content creation and elevate your LinkedIn presence today.