If you tried to log into your Shield account this week to view your performance on LinkedIn and it didn’t work, I get it. I have an account too and mine didn’t work either.
Then I saw the note from the founders, and honestly, it kind of sucks.
Being a founder, having a good idea, having all these users, and then anytime anything breaks you’re sitting in that stress.
I think it’s wrong to make fun of people in that spot, and I’m not going to do that here. Shield did right by tens of thousands of creators for seven years, and they deserve more grace than the internet typically gives.
That said, this was a reckoning. And it was a reckoning that was coming.
Shield was kind of playing in a gray area, along with a few other companies in this space. Great user experience. Just not built on what LinkedIn allows.
LinkedIn has been cracking down on these types of companies for a few years now from what I understand, so this is an understandable progression that was bound to happen.
The note from the Shield founders on shieldapp.ai says it plainly: “Both Google and LinkedIn made it clear that we could not continue operating Shield as it was built. We decided not to fight it.”
Like I said, it’s unfortunate that they had to shut down their company. It’s also a cautionary tale and users of every platform need to be aware of what tools they’re using, as well as the pros and cons.
To start, I built Meet Sona. So this isn’t a neutral post. But I want this post to actually help you, genuinely. If that’s us, great. If not, I’ll sleep just fine at night.
Here are the 3 safe Shield app alternatives I’d recommend in 2026:
- Meet Sona – Best for founders, consultants and coaches building on LinkedIn who need help defining what makes them special and creating content worth publishing, not just analytics
- Buffer – Best for solo creators who already have a voice and just need simple scheduling plus official LinkedIn analytics
- Metricool – Best for agencies and freelancers managing multiple LinkedIn profiles
Every tool I’m recommending uses LinkedIn’s official Member Post Analytics API. No login-cookie scraping. No background data pulls.
That’s the bar because I’ve watched too many founders pour years of energy into platforms that got sunset overnight, and I don’t want to send anyone reading this into the same trap twice.
If you want to skip ahead and check out the tool I built, you can start with Meet Sona for free here. Otherwise, let’s get into it.
Why this was a reckoning, not a surprise
Shield isn’t the only one. Per Digiday’s reporting, LinkedIn-focused tools Kleo and Taplio both have got hit by LinkedIn in the past.
The Kleo founder posted that he sunsetted his product after “LinkedIn came knocking.” From what I understand, Taplio users were flagged for automation, which is the kind of thing that puts your livelihood and your data at risk if you’re using one of these tools.
A LinkedIn spokesperson confirmed it to Digiday directly: “Our teams at LinkedIn invest in technology and take action when necessary to detect and prevent our members’ information from being scraped and used without their consent.”
That’s LinkedIn on the record. This is policy, not a one-off.
There’s always going to be a reckoning in life if you don’t do things the way they’re supposed to be done. If you cut corners, if you try to get one over on somebody, your users, or another company, it catches up. So when we built Meet Sona, I made a decision early on. I’m a huge fan of doing things by the book when it comes to user data. We poured over LinkedIn’s documentation, I asked questions to their technical support team, and I wanted to make sure that everything we did with LinkedIn was above board and by the book. Even if I knew I’d never get caught doing it the other way, I wouldn’t be able to sleep at night. That’s just where I sit on this.
The good news for everyone reading this. In July 2025, LinkedIn launched the Member Post Analytics API, giving approved third-party platforms direct, official access to personal profile analytics. Day-one launch partners were Hootsuite, Buffer, Sprinklr, Metricool, Oktopost, Zoho, mLabs, Social Pilot, Later, Publer and Vista Social.
Meet Sona is on this track too. If a tool is in this partnership program, it’s getting your data the way LinkedIn wants tools to get your data. Honestly I think LinkedIn should keep broadening this access and deepening what’s available through the API, so the folks doing things above board can give users an even better experience. But that’s a conversation for another post.
A quick word on AuthoredUp before we go on, because a lot of ex-Shield users are landing there and asking the question. AuthoredUp is also a Chrome extension, but they’ve been clear that they don’t pull data via your login cookie in the background the way Shield did.
Their writeup of the Shield wind-down explains the technical difference, and they survived this enforcement wave. That puts them in a different bucket than Shield, but it also doesn’t put them on LinkedIn’s official API partnership list. Somewhere in between. I’m not putting them on my recommendation list because I’m holding to the official-API bar, but that’s an honest read on where they sit, not a knock on them.
Onto the recommendations.
1. Meet Sona – Best for founders, consultants and coaches who want to use analytics to create original and authentic content on LinkedIn
Company URL: https://meetsona.ai/safe-linkedin-analytics-insights-tool/
Let me give you the real pitch instead of marketing copy. The question I’d ask if you were sitting across from me at a coffee shop is, where are you starting from? Are you a professional who has 15,000 followers and you just need something to schedule your posts more efficiently across channels? Then it’s really hard for anybody to argue that Buffer isn’t the right choice for you, or even Metricool. But if you’re starting from zero, or you’re a talented person who needs to redefine or reposition yourself in your industry, those tools literally do not offer that functionality.
Most of our users are people who have been doing amazingly dope things, delivering excellent products and services for their customers, but they don’t really understand or don’t have the confidence to start posting. They need zero-to-one help. They need to know what makes them unique before they create another post, not after.
That’s what Meet Sona is built for. You do a 10 minute guided voice interview. Meet Sona’s Verbal Identity Engine learns how you actually think and speak. Then you walk out with LinkedIn posts, a newsletter, a blog draft and more, all in your voice. Not “in your style.” In your actual words. And on the analytics side, we use the full scope of LinkedIn’s official Member Post Analytics API plus a CSV upload of your historical LinkedIn data export, so you don’t restart from zero on your post history either.
Founded: 2025
Key features:
- LinkedIn analytics via the official Member Post Analytics API, plus CSV upload of your historical LinkedIn data export
- Verbal Identity Engine that learns how you actually think and speak from guided voice interviews
- One 10 minute interview turns into LinkedIn posts, a newsletter and a blog draft, all in your voice
- Smart Schedule that uses your own post performance to recommend when to publish
- Content workspace where you edit, schedule and publish to LinkedIn from one place
Customer feedback:
- “I don’t use new tech. I never buy products. Sona was the first AI tool I used that immediately clicked. It worked with my brain instantly. Absolute gamechanger as both a content creator & a thinking partner. Give it a try, right now. This second.”
- “The product is excellent, and continually getting better. Breath of fresh air amid the noise. Try Sona, y’all.”
- “I smashed that Like button and subbed. Seriously impressed with the onboarding.”
Price: $24/month (Creator plan)
Free version: 7 day free trial
2. Buffer – Best for solo creators who already have a voice and need scheduling plus analytics
Company URL: https://buffer.com/linkedin
I’ll say it plainly. Buffer is an excellent platform. I’ve used it. It’s especially strong if you’re running social media for teams across different companies or departments. Where I think it falls short is for people who haven’t figured out their company messaging yet, or who haven’t defined their verbal identity. Buffer assumes a few first steps. It assumes you’re ready to start creating and publishing. If that’s you, Buffer is a great answer and you should sign up.
On the safety side, when LinkedIn rolled out the Member Post Analytics API, Buffer was an official launch partner. Their words. That means Buffer gets your personal profile analytics directly from LinkedIn, no extension required.
Founded: 2010
Key features:
- LinkedIn personal profile analytics via the official Member Post Analytics API
- Multi-platform scheduling across LinkedIn, X, Bluesky, Instagram, Threads and more
- Visual content calendar with drag-and-drop rescheduling
- AI assistant for generating post ideas and adjusting tone (free on all plans)
- Engagement inbox that consolidates LinkedIn, Facebook, Instagram, Threads and Bluesky comments
Customer feedback:
- “The interface feels clean, scheduling posts is fast, and the analytics are straightforward to understand.” [G2]
- “Analytics and reporting tools are insufficient, especially when compared to native platforms or other social media management tools.” [G2]
- “Buffer is consistently rated as the easiest social media scheduling tool to use. Capterra gives it a 4.6/5 for ease of use.” [Capterra]
Price: Paid plans start at $5/channel/month with annual billing ($6/month billed monthly)
Free version: Yes, free forever (3 channels, 10 scheduled posts per channel, basic analytics)
3. Metricool – Best for agencies and freelancers managing multiple LinkedIn profiles
Company URL: https://metricool.com/
Metricool launched LinkedIn personal profile analytics in July 2025 using the same official Member Post Analytics API. They’re built for agencies and freelancers managing multiple brands, which is why fractional CMOs and small agencies tend to land here. The brand structure makes it easy to keep client work separate, the dashboard is more developed than Buffer’s and the pricing scales reasonably from 5 to 50 brands.
A couple of honest catches. LinkedIn isn’t on the free plan. And Metricool’s own help docs note that post analytics only cover content published via Metricool going forward, not historical data, so you’d lose your Shield history if you migrated here.
Founded: 2015
Key features:
- LinkedIn personal profile analytics via the official Member Post Analytics API
- Multi-brand structure for managing 5 to 50 LinkedIn profiles
- Best time to post recommendations based on your audience activity
- Competitor analytics across most major platforms
- Auto-generated PDF and PPT reports for client reporting
Customer feedback:
- “Metricool’s platform stands out to me in terms of look, feel and pricing when compared to other tools I’ve tried, like Buffer, Hootsuite and Social Curator.” [G2]
- “There’s occasional desync of data, the fact that LinkedIn costs extra, and there is no competitor analytics for LinkedIn.” [G2]
- “My favorite aspects of Metricool are the price, the number of accounts you can post to, easily cross-posting, easily editing cross-posted posts, the preview function and the easy scheduling functions.” [Capterra]
Price: Starter starts at $20/month (annual billing) or $25/month (monthly), 5 brands, LinkedIn included
Free version: Yes, free forever, but LinkedIn is not included in the free plan
Try Meet Sona for free. Seriously.
A lot of LinkedIn analytics tools stop at telling you what happened. Meet Sona uses your post performance to make your next post stronger, because the whole point isn’t a dashboard. It’s better content that sounds like you.
A lot of the people I talk to in our Let’s Launch workshops don’t just want viral content or content that’s good enough. They want to create transformation in other people’s lives. They want to stick to their personal values, not just their brand. If that sounds like you, Meet Sona was built for you.
What to do this week if you’re a Shield user
If you’re a Shield user right now, my advice is simple. Take a step back. Don’t just react to the news, and don’t just pick the first AI scraper that DMs you on LinkedIn this week. Instead, think about what other than analytics you’re actually looking for in a tool. What’s your price point. What features matter. What stage are you at as a creator. Do a good job at selecting based on the criteria that you need, not based on marketing materials or positioning or hype.
Then practically, three quick moves.
First, export everything from your Shield account before the export window closes. Wind-downs are unpredictable and the window almost always closes before the lights go off entirely. This is the kind of thing you don’t get to redo.
Second, request your LinkedIn data export from your account settings (Settings, then Data privacy, then Get a copy of your data). LinkedIn takes 24 to 48 hours to prepare it. That CSV will be your way to bring your historical post performance into a new tool like Meet Sona.
Third, pick your replacement. If you’re starting from zero and need help defining what makes you special, that’s Meet Sona. If you already have a voice and need clean scheduling and analytics, that’s Buffer. If you’re running multiple client accounts, that’s Metricool. Different tools for different games.
Because at the end of the day, you need to know what game you’re playing. That’s the question that should drive your tool choice, this week and going forward.
LinkedIn analytics tools FAQs
Why is Shield winding down?
Shield’s founders Andreas and Alex posted a note on shieldapp.ai stating that Google and LinkedIn made it clear they couldn’t continue operating Shield as it was built. The most likely explanation is that their Chrome extension model, which used your LinkedIn login cookie to pull data in the background, ran into ongoing problems with both the Chrome Web Store and LinkedIn’s enforcement against unofficial data access. Shield isn’t alone. Kleo and Taplio both got hit around the same time, and a LinkedIn spokesperson confirmed to Digiday that these shutdowns were driven by company policies against third-party scraping.
Are LinkedIn analytics tools that use the official API actually safe?
Yes, if the tool is on LinkedIn’s approved Member Post Analytics API vendor list. The API launched in July 2025 with 11 day-one launch partners including Buffer, Metricool, Hootsuite, Sprinklr and others. These tools get official, formal access to personal profile post analytics directly from LinkedIn. That’s the difference between a tool built on a partnership with LinkedIn and a tool built on a workaround that LinkedIn can shut off.
Can I get my historical LinkedIn data into a new tool after Shield shuts down?
You can if you pick the right tool. LinkedIn lets every user export their own data, including post history, through Settings, Data privacy, Get a copy of your data. Tools that support CSV import of that LinkedIn data export, like Meet Sona, can load your historical post performance back in. Tools that only rely on the API will show data from the date you connect forward. If years of post history matter to you, this is the feature to verify before you commit.
What’s the difference between Meet Sona and Buffer or Metricool for LinkedIn?
Buffer and Metricool are scheduling tools that added official LinkedIn analytics. They assume you already know what to say. Meet Sona is a voice-first content platform built for founders, consultants and coaches who need help figuring out their verbal identity and what makes them unique before they post. The analytics are part of the package, but the whole point is using your actual words to create LinkedIn posts, newsletters and blog drafts that sound like you. If you’re starting from zero or need to reposition yourself, that’s where Meet Sona fits. If you already have a voice and just need scheduling and analytics, Buffer or Metricool will serve you well.
Is Meet Sona safe to use with LinkedIn?
Yes. Meet Sona uses LinkedIn’s official APIs for publishing and for the Member Post Analytics API on the analytics side. We don’t scrape. We don’t use background extensions. We poured over LinkedIn’s documentation and worked directly with their technical support team to make sure our integration is above board and by the book. The same principle that drove that decision early on is the reason this post exists. If we’re going to recommend tools, they need to be built the right way.
