Monitor public LinkedIn profiles for reactions, along with full post details and social activities
Sample
Here's a sample run of posts reacted to by several LinkedIn profiles — reaction type plus full post context — showing the exact schema and results you can expect.
| # | Reaction | Reactor URL | Reactor Photo | Reacted At | Post URL | Post Text | Post Author | Post Author URL | Post Author Type | Post Author Headline | Post Date | Post Media URL | Post Media Type | Post Reactions | Post Comments | Post Shares |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Satya Nadella likes this | 2026-06-11T02:56:03.683Z | Sumit Chauhan just hit 30 years at Microsoft. She runs Office. The thing hundreds of millions of people use every day. And somehow she’s still one of the most curious people in every room, asking better questions than the rest of us about where AI takes all of this.
Congrats, Sumit! 30 more? :) | Ryan Roslansky | profile | Executive Vice President at Microsoft | 2026-06-11T02:56:03.683Z | — | IMAGE | 1,695 | 78 | 10 | ||||
2 | Bill Gates likes this | 2026-06-06T17:02:05.057Z | Empowering women. Strengthening livelihoods. Enabling enterprises. 🌱
Through the Swayamshree programme, Reliance Foundation and Gates Foundation India, in partnership with the Department of Mission Shakti, are supporting women across rural Odisha to build sustainable livelihoods through farm, off-farm and non-farm enterprises.
Over the past three years, the programme has contributed to the economic empowerment of more than 4.2 lakh women, creating pathways to higher incomes, stronger collectives and thriving enterprises.
📽️ A glimpse into the stories of some of these women from across Odisha shaping their brighter future.
Gram Vikas, Harsha Trust
#Swayamshree #EmpoweringWomen#WeCare #TransformingCommunities #RelianceFoundation | Reliance Foundation | company | 257,452 followers | 2026-06-06T17:02:05.057Z | VIDEO | 492 | 16 | 16 | |||||
3 | Satya Nadella likes this | 2026-06-02T19:14:47.936Z | Super excited to announce seven new world-class MAI models today. They represent what we consider a new era in AI designed to keep you in control and on the frontier.
First is our text foundation model, MAI-Thinking-1, exceptionally strong on reasoning and SWE tasks.
- It’s a 35B active parameter MoE with a 256K context window. Independent human raters on Surge prefer it for overall quality in blind side-by-sides versus Sonnet 4.6, and it’s achieved 97% on AIME 2025, the key measure of its general-purpose reasoning abilities.
- It's at 53% on SWE Bench Pro, placing it right alongside Opus 4.6 on one of the toughest coding benchmarks.
- And since we co-designed our models with our own silicon, MAI-Thinking-1 is optimized on our MAIA 200 chip. Benchmarking head-to-head against the GB200, we see 30% better performance per dollar as well as a 1.4x performance-per-watt gain when running our MAI models on the MAIA 200 end-to-end.
Next is MAI-Image-2.5 and its Flash variant. Two super strong models now at #2 on the leaderboards, surpassing the score of Nano Banana 2 on image editing.
Last for now is MAI-Code-1-Flash, our new inference efficient coding model, especially tuned for VS Code and GitHub Copilot CLI.
- Code-1-Flash achieves 51% on SWE Bench Pro, despite having just 5B parameters, putting it closer to Haiku in size but cheaper in cost.
All of this is the foundation for Microsoft Frontier Tuning. It lets you customize our models to create custom, company-specific agents that only you control. You can make our model, your model. Your data. Your agents. Your moat.
Early adopters are already seeing a difference. When we tuned our models for a market-leading organization's tasks, MAI delivered the highest win rate, outperforming GPT-5.5 on quality, while being 10x lower on cost.
Also really excited to be collaborating with the amazing team at Mayo Clinic to jointly train a new frontier AI model for healthcare.
Our announcements today mark another milestone on the road to humanist superintelligence. You can learn more and about our other new models in our latest blog: https://lnkd.in/gMs4TJxC | Mustafa Suleyman | profile | CEO, Microsoft AI | 2026-06-02T19:14:47.936Z | — | IMAGE | 6,179 | 188 | 688 | ||||
4 | Bill Gates likes this | 2026-06-04T15:02:14.739Z | In a recent Gates Notes post, Bill Gates recently called this a "golden age" for Alzheimer's research.
From blood-based diagnostics to AI-powered tools and a growing pipeline of treatments, the field is transforming how we detect, treat, and ultimately prevent Alzheimer's. The ADDF's Diagnostics Accelerator has been instrumental in driving that progress. Since 2018, the DxA has advanced affordable, accessible, and scalable diagnostic tools across the biomarker landscape, including the first FDA-approved blood test for Alzheimer's, developed by Fujirebio.
Today, that momentum is powering the next generation of innovation through DxA 3.0 and SpeechDx, a first-of-its-kind ADDF initiative developed in partnership with Gates Ventures, which leverages AI to detect subtle changes in speech and even help predict Alzheimer's years before symptoms appear.
The next frontier is precision medicine. Just as cancer care has evolved beyond a one-size-fits-all approach, Alzheimer's care is moving toward prevention and treatment strategies tailored to each individual.
🔗https://lnkd.in/eKxwPjik
#Alzheimers #PrecisionMedicine #Biomarkers #AI #BrainHealth | Alzheimer's Drug Discovery Foundation | company | 20,380 followers | 2026-06-04T15:02:14.739Z | — | IMAGE | 185 | 7 | 15 | ||||
5 | Satya Nadella likes this | 2026-06-09T22:36:46.595Z | A Formula 1 win looks like one car and one driver. It's really 2,000 people at Mercedes-AMG PETRONAS F1 moving as one — aero overnight, strategy by morning, thousands of simulations lap by lap. That's where greatness is built. And where Microsoft lives. https://msft.it/6001v5C7P | Microsoft | company | 28,372,263 followers | 2026-06-09T22:36:46.595Z | VIDEO | 958 | 24 | 150 | |||||
6 | Bill Gates likes this | 2026-06-04T15:02:03.261Z | Bill Gates says we're entering a golden age of Alzheimer's research, and data sharing is a big reason why.
In a new Gates Notes piece published this week, he lays out the breakthroughs reshaping the field: simple blood tests that accelerate clinical trial enrollment, the first FDA-approved treatments that slow disease progression, AI agents that can run entire research workflows on their own, and the data and AI infrastructure that enables faster discovery
We're proud that the Alzheimer's Disease Data Initiative is part of that vision. Over the past 6 years, we’ve been focused on one thing: getting researchers the data, tools, and collaborators they need to move faster.
The next breakthrough won't come from any single lab. It will come from the field working together.
Read the full post: https://lnkd.in/eH9VrwkR | Alzheimer's Disease Data Initiative | company | 17,894 followers | 2026-06-04T15:02:03.261Z | VIDEO | 995 | 50 | 83 | |||||
7 | Satya Nadella likes this | 2026-06-03T19:22:37.882Z | The agentic AI era is here.
From Taipei, Jensen Huang joined Satya Nadella at #MSBuild to show how NVIDIA and Microsoft are building it together, from Windows devices to AI factories at scale.
▶️ Watch the conversation: https://nvda.ws/4fWZKiM
🔗 Read the recap blog: https://nvda.ws/4uQ1Buy | NVIDIA | company | 5,526,569 followers | 2026-06-03T19:22:37.882Z | VIDEO | 1,192 | 72 | 151 | |||||
8 | Bill Gates likes this | 2026-06-06T17:01:00.736Z | Congratulations to South Africa on the launch of lenacapavir, the twice-yearly injectable PrEP – a historic step forward in the fight to prevent HIV and a powerful example of what is possible when scientific innovation, political leadership and community action come together.
For the first time, a major HIV prevention innovation is being rolled out in low- and middle-income countries at the same time as in high-income countries – an important milestone for health equity.
South Africa is helping shape the future of HIV prevention by showing how breakthrough innovations can be rapidly translated into impact for the communities most affected by HIV.
The scale and speed of this rollout reflect decades of leadership by communities, activists, health workers and public institutions – and a clear commitment to reducing new infections faster and bringing the end of HIV as a public health threat within reach.
The Global Fund is proud to be a partner in this effort.
The Presidency of the Republic of South Africa | Cyril Ramaphosa | The Global Fund | company | 208,467 followers | 2026-06-06T17:01:00.736Z | — | IMAGE | 912 | 20 | 111 | ||||
9 | Satya Nadella likes this | 2026-06-05T14:45:04.025Z | Excited to sit down with my friend Satya Nadella to talk about AI, the future of humanity, and going back into founder mode to cure cancer. | Reid Hoffman | profile | Co-Founder, LinkedIn, Manas AI & Inflection AI. Founding Team, PayPal. Author of Superagency. Podcaster of Possible and Masters of Scale. | 2026-06-05T14:45:04.025Z | VIDEO | 1,140 | 109 | 63 | |||||
10 | Bill Gates likes this | 2026-06-04T15:02:23.207Z | Today I am proud to announce the launch of the Brain Health accelerator, a global initiative to transform our understanding of brain disease and accelerate the development of new treatments.
For more than 20 years, the Allen Institute has built foundational data, tools, technologies, and knowledge that have helped reshape neuroscience. Today, we are taking the next step: bringing together scientists, clinicians, technologists, AI experts, patient advocates, philanthropists, and industry partners around a shared mission to tackle some of the world’s most devastating brain diseases.
Brain Health will initially focus on Alzheimer’s disease, Parkinson’s disease, Huntington’s disease, ALS, and Lewy body disease, while building a radically open and collaborative framework designed to accelerate progress across many neurological disorders.
This effort launches with a total commitment of more than $400 million, including $200 million from the Allen Institute (supported by the Fund for Science and Technology), $100 million from the Bezos family, and an additional $100 million from Amazon Web Services (AWS), NIH-supported programs (such as BRAIN Initiative), and EverythingALS.
We believe the future of brain health will be built through unprecedented collaboration, cutting-edge biology, advanced AI, and open science.
Science unites us. Together, we can go farther and create a healthier world.
#BrainHealth #Neuroscience #OpenScience #AI #BrainInitiative #NIH #Neurodegeneration #Alzheimers #LewyBodyDisease #Parkinsons #ALS #HuntingtonsDisease | Rui Costa | profile | President and CEO, Allen Institute | 2026-06-04T15:02:23.207Z | — | IMAGE | 1,211 | 67 | 104 |
Playground
curl -X POST https://api.mindcase.co/api/v1/agents/linkedin/profile-reactions/run \
-H "Authorization: Bearer mk_live_YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"params": {
"profiles": [],
"maxResults": 10000,
"postedLimit": ""
}
}'Overview
LinkedIn Profile Reactions extracts engagement data from public profiles to reveal who is interacting with specific posts. It returns structured data including the reactor name, the specific reaction type, reaction timestamp, post text, and post author details.
Growth engineers use LinkedIn Profile Reactions to map social graphs and identify active prospects. Sales teams use it to track who is engaging with competitor content or industry thought leaders to build high-intent lead lists.
Cost
$2.00 per 1,000 reactions. Each reaction returned counts as one billable row. The total count scales based on the number of profiles provided and the max results limit set for each. Failed runs don't count.
Cost calculator
Examples
A few common ways teams put LinkedIn Profile Reactions to work — copy a prompt below to try it yourself.
Monitor who reacts to specific industry influencers to build targeted outreach lists based on recent social activity.
Compare engagement across multiple executive profiles to identify shared followers and active community members.
Analyze the types of reactions received on recent posts to gauge sentiment and audience composition.
Filter for specific reaction counts to find the most active users engaging with a profile over a set period.
Get started
Sign up to run live queries against LinkedIn Profile Reactions via chat, form, or API.
FAQ
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