16 Socialinsider MCP usecases for social media reporting with Claude

Imagine you're managing social media for a brand like Nike.

You already use Socialinsider to track performance, benchmark competitors, and spot content trends. But when someone asks, "Why did engagement drop last month?" or "How do we compare to Adidas across Instagram and TikTok?" you still need to pull multiple reports and connect the dots yourself.

Socialinsider MCP doesn't replace those reports. It helps you work through them faster.

Instead of manually digging for answers, you can ask Claude questions in plain English and get analysis based on your Socialinsider data. 

In this guide, I'll show you how to connect Socialinsider to Claude and share 16 prompts for reporting across areas such as competitor analysis and strategy planning.

How to connect Socialinsider to Claude

Getting started takes just a few minutes.

In Claude, go to Settings → Connectors and add a custom connector. Then, paste the Socialinsider MCP server URL and complete the authentication flow by logging into your Socialinsider account and granting access.

Once connected, Claude can access your Socialinsider projects and analytics data, allowing you to analyze performance, benchmark competitors, and generate reports using natural language prompts.

For screenshots, troubleshooting, and detailed setup instructions, check out our MCP help docs.

My honest take on what Socialinsider MCP does (and doesn’t) do for you

I already use Socialinsider to answer most reporting questions. The difference is that MCP lets me get to those answers faster.

Instead of opening a competitor benchmark report, checking content pillars, reviewing top posts, and comparing monthly performance one by one, I can ask, "Why did engagement drop last month?" and get a starting point in seconds.

What I like most is that it changes how I interact with the data. Rather than hunting through reports, I can have a conversation with it.

The real fun starts when Socialinsider isn't the only data source in the room. Connect Claude to your CRM, Google Analytics, ad platforms, or other marketing tools, and suddenly you can ask bigger questions. Did social engagement increase while leads declined? Which campaigns drove both reach and revenue?

That said, I wouldn't hand over the keys entirely.

Claude doesn't know your team paused posting during a product launch. It doesn't know a spike came from paid support unless you tell it. And sometimes its big insight is something you've already noticed.

Sure, it can process data far quicker than I can, spot patterns I might overlook, and help me explore ideas from a different angle. But it still needs context, direction, and someone to decide what actually matters.

It won't (and shouldn't) replace human judgment. What it can do is help you spend less time digging for answers and more time acting on them.

On to the fun part now.

16 prompt ideas across different levels of social media reporting

You may want to report on how your performance looks right now. Or you may want to report your performance against competitors. 

Based on the different stages and levels, I have grouped these 16 prompts into four categories you can try. 

What’s the current state? — Reporting on where things stand

1. Get a monthly performance snapshot for any brand

This prompt gives you a quick summary of a brand's social media performance, highlighting key metrics and anything unusual that deserves attention.

Use this prompt when you need a fast status update without digging through multiple reports. It's especially useful before team standups, monthly reviews, client calls, or leadership check-ins where you need a clear answer to, "How did we do last month?"

Prompt to use:

"Give me a monthly performance snapshot for [Brand Name] Instagram, over the period of [Time Period], from my project [Project Name]. Summarize follower growth, engagement rate, posting frequency, reach, and top-performing content. Highlight any significant spikes, drops, or unusual trends, and explain what may have contributed to them."

What it will show

• Follower growth and audience size changes
• Average engagement rate
• Posting frequency and content volume
• Reach and visibility trends
• Top-performing posts
• Notable spikes, declines, or anomalies
• A concise summary of the month's performance

Example output

2. Run a full performance audit (3-6 months)

Monthly reports tell you what happened. A quarterly or half-yearly audit tells you whether you're heading in the right direction.

This prompt zooms out and looks for patterns, momentum shifts, and warning signs that are easy to miss when you're only reviewing performance month by month.

Prompt to use

"Conduct a comprehensive performance audit for [Brand Name] from my project [Project Name] covering [Start Date] to [End Date]. Analyze follower growth trends, engagement rate trends, reach and impressions trajectory, posting frequency, top-performing content patterns, and the relationship between posting volume and engagement. Identify strengths, weaknesses, risks, and opportunities. Conclude with an overall account health verdict and 3 strategic recommendations."

What it will show

• Follower growth trends over six months
• Engagement rate trajectory and consistency
• Reach and impressions performance
• Posting frequency trends
• Correlation between publishing activity and results
• Recurring themes among top-performing content
• Strengths, weaknesses, and areas of concern
• An overall account health assessment

Example output

3. See where every brand in your project stands right now

Want to see how your brand is performing in the overall industry? You no longer have to open three profiles, compare six reports, and remember which brand was actually growing faster.

This prompt gives you a bird's-eye view of every brand in your Socialinsider project, making it easy to spot leaders, laggards, and emerging competitors at a glance.

Prompt to use

"Analyze all brands in the [Project Name] project and create a comparison table showing current audience size, follower growth rate, engagement rate, posting frequency, and overall growth direction. Highlight which brands are leading, which are losing momentum, and any notable outliers."

What it will show

• Audience size for every brand in the project
• Follower growth trends
• Engagement rate comparison
• Posting activity and content volume
• Fastest-growing and slowest-growing brands
• High-engagement vs low-engagement performers
• A side-by-side comparison table
• Key observations and competitive insights

Example output

4. Find your top posts, ranked two ways

Not every successful post is successful for the same reason.

Some posts reach a massive audience but generate average engagement. Others spark intense engagement from a smaller group of people. Looking at both rankings helps you understand the difference between content that gets seen and content that gets people to act.

Prompt to use

"Analyze [Brand Name]'s content from [Start Date] to [End Date]. Create two separate rankings: the top 5 posts by engagement rate and the top 5 posts by reach. For each post, include the publication date, content format, caption snippet, key performance metrics, and a brief explanation of why it likely performed well."

What it will show

• Top 5 posts ranked by engagement rate
• Top 5 posts ranked by reach
• Content format for each post (Reel, carousel, image, video, etc.)
• Publication date and caption preview
• Key performance metrics
• Recurring patterns among high-performing content
• A short explanation of what likely drove performance

Example output

5. Get a platform-specific analysis

What works on TikTok doesn't necessarily work on Instagram. A post with average engagement might still be a huge success if it's generating views, shares, and reach at scale. This prompt analyzes performance through the lens of a specific platform rather than forcing platform-specific data into a generic report.

It's especially useful before platform strategy reviews and channel-specific planning sessions.

Prompt to use

"Analyze the performance of [Brand Name]'s Instagram account from [Start Date] to [End Date]. Review follower growth, total video views, engagement trends, likes, comments, shares, saves, posting frequency, and top-performing content. Identify notable trends, strengths, weaknesses, and provide an overall account health assessment."

What it will show

• Follower growth trends
• Total video views and visibility trends
• Engagement breakdown by likes, comments, shares, and saves
• Monthly performance patterns
• Posting frequency and consistency
• Top-performing content and common characteristics
• Strengths, weaknesses, and opportunities
• An overall account health verdict

Example output

Why did this happen? — Reporting on what caused a change 

6. Diagnose a drop

If there’s a drop in engagement, reach, or follower growth, someone is eventually going to ask what happened. This prompt helps you investigate the likely causes before the question lands in your inbox.

Instead of manually comparing periods and hunting for patterns, you can quickly identify what changed and what might be worth testing next.

Prompt to use

"Analyze the decline in engagement for [Brand Name] between [Period A] and [Period B]. Identify what changed in content mix, posting frequency, content formats, and top-performing content. Flag any outlier posts that may have impacted results. Suggest 3 experiments to help recover engagement, including a success metric for each."

What it will show

• Changes in engagement between two periods
• Shifts in content formats and content mix
• Changes in posting frequency and consistency
• Outlier posts that may have inflated or depressed performance
• Potential reasons behind the decline
• Three recommended experiments
• A measurable success metric for each recommendation

Example output

7. Understand which content pillars are over and underweighted

Most content strategies drift over time. You start with a balanced mix of educational, promotional, behind-the-scenes, and community content. A few months later, you're posting the same type of content over and over because it's easier to produce or because it worked once.

This prompt helps answer a simple but important question: are you investing your content budget in the right places?

Prompt to use

"Analyze the content pillars for [Brand Name] between [Start Date] and [End Date]. Categorize posts into their main content pillars, calculate the number of posts published for each pillar, and compare posting frequency against engagement, reach, and overall performance. Identify which pillars are overrepresented, underrepresented, overperforming, and underperforming. Provide recommendations for adjusting the content mix."

What it will show

• The main content pillars used during the selected period
• Number of posts published within each pillar
• Engagement and reach performance by pillar
• Which pillars drive the strongest results
• Which pillars receive more attention than their performance justifies
• Which pillars may deserve additional investment
• Recommendations for rebalancing the content mix

Example output

8. See how a campaign actually performed vs the baseline

This prompt helps you compare campaign performance against your account's normal performance, helping you separate genuine impact from business-as-usual results.

Prompt to use

"Analyze the performance of the [Campaign Name] campaign for [Brand Name] between [Start Date] and [End Date]. Compare campaign posts against the account's baseline performance during the same period. Evaluate engagement rate, reach, posting volume, audience growth, and top-performing content. Determine whether the campaign generated a meaningful lift and identify which campaign assets contributed most to the results."

What it will show

• Campaign performance versus account baseline
• Engagement rate comparison
• Reach and visibility lift
• Posting volume during the campaign period
• Top-performing campaign posts
• Audience growth during the campaign
• Which campaign assets drove the strongest results
• Whether the performance improvement was meaningful or within normal ranges

Example output

9. Compare Instagram vs TikTok for the same brand

Every social media team eventually has this conversation. "Should we double down on Platform X or put more resources into Platform Y?"

The problem is that platform decisions often get made based on anecdotes, recent wins, or whoever speaks the loudest in the meeting. This prompt gives you a side-by-side comparison 

grounded in actual performance data.

Use this prompt during channel planning, budget discussions, or resource allocation conversations.

Prompt to use

"Compare the Instagram and TikTok performance of [Brand Name] from [Start Date] to [End Date]. Analyze follower growth, engagement, reach/views, posting frequency, and top-performing content. Provide a monthly breakdown for each platform, identify strengths and weaknesses, and conclude with a recommendation on which platform is currently delivering the most value."

What it will show

• Follower growth on Instagram vs TikTok
• Engagement performance by platform
• Reach, impressions, and video views trends
• Posting frequency and content volume
• Monthly performance breakdowns
• Top-performing content on each platform
• Platform-specific strengths and weaknesses
• A recommendation on where the brand is seeing the strongest returns

Example output

How do we stack up? — Reporting on competitive context

10. Get a cross-platform competitor intelligence report 

Most competitor analyses stop at follower counts.

That's useful, but it doesn't tell you where competitors are actually winning. One brand might dominate Instagram engagement while another is quietly pulling ahead on TikTok. If you're only looking at a single platform, you'll miss half the story.

This prompt helps you identify where each competitor is strongest and where opportunities may exist for your brand.

Prompt to use

"Analyze all brands in the [Project Name] project across Instagram and TikTok for the period [Start Date] to [End Date]. Compare audience size, follower growth, engagement rate, posting frequency, and content performance. Identify each brand's strongest platform, explain why it is performing well there, and highlight any competitive advantages or weaknesses."

What it will show

• Audience size across Instagram and TikTok
• Follower growth trends for every competitor
• Engagement rate comparisons
• Posting frequency by platform
• Cross-platform performance strengths and weaknesses
• Each competitor's strongest platform
• Emerging competitors gaining momentum
• Key competitive insights and opportunities

Example output

11. Set data-backed KPIs using your competitive set as the benchmark

One of the most awkward moments in planning season is when someone asks, "What should our targets be?"

Too often, the answer is a mix of last year's numbers, wishful thinking, and whatever sounds ambitious enough to impress leadership. This prompt replaces guesswork with context by using your competitive landscape as the benchmark.

Prompt to use

"Using all brands in the [Project Name] project as benchmarks, recommend minimum, target, and stretch goals for [Brand Name] on [Platform] over the next quarter. I want minimum, target, and stretch goals for follower growth, engagement rate, reach per post, and posting frequency. Explain how each recommendation compares to competitor performance and why the goals are realistic."

What it will show

• Competitive benchmarks across key social media metrics
• Minimum goals that should be achievable
• Target goals aligned with strong market performance
• Stretch goals based on top competitors
• Recommended follower growth targets
• Recommended engagement rate targets
• Recommended reach-per-post goals
• Recommended posting frequency
• The rationale behind each recommendation

Example output

12. Calculate your earned media value across platforms

At some point, every social media manager gets asked a version of the same question:

"That's great, but what is all of this actually worth?"

Engagement rates and reach metrics make sense to marketers. Leadership teams often want the answer translated into business terms. This prompt estimates the earned media value (EMV) of your social activity by calculating what similar reach and engagement would have cost through paid media.

Prompt to use

"Calculate the earned media value (EMV) for [Brand Name] across Instagram and TikTok from [Start Date] to [End Date]. Use footwear industry CPM and CPE benchmarks to estimate the value generated from reach and engagement. Include a monthly breakdown, platform-level breakdown, total EMV, methodology used, and key drivers of value."

What it will show

• Total earned media value across Instagram and TikTok
• Monthly EMV breakdown
• Platform-specific EMV contribution
• Reach-based and engagement-based value estimates
• The CPM and CPE assumptions used
• Top content contributing to EMV
• Key drivers behind the estimated value
• A methodology summary suitable for stakeholder reporting

Example output

What do we do next - Reporting on turning data into actionable insights

13. Get content recommendations grounded in your own data

Most content recommendations are painfully generic. Post more videos. Be authentic. Focus on engagement. None of that tells your team what to actually create next month.

This prompt works backwards from your performance data to identify the formats, themes, and publishing patterns that are already driving results for your brand. Instead of relying on industry best practices, you're building a content plan around what your audience has proven they respond to.

Prompt to use

"Analyze the content performance of [Brand Name] from [Start Date] to [End Date]. Identify the content formats, themes, content pillars, posting patterns, and topics that consistently generate the strongest results. Provide a list of actions to do more of, actions to reduce or stop, and specific recommendations for next month's content plan."

What it will show

• Top-performing content formats
• Best-performing themes and content pillars
• Posting patterns associated with strong performance
• Content types that consistently underperform
• Emerging opportunities based on recent trends
• A 'do more of' list
• A 'stop doing' or 'do less of' list
• Practical recommendations for future content

Example output

14. Get data-backed predictions for the next 2 months

This prompt uses historical performance data to identify trends that are likely to continue, risks that are starting to emerge, and areas that deserve attention before they become problems. 

Use this prompt before quarterly planning, budget discussions, strategy reviews, or any meeting where you're expected to bring recommendations instead of just reporting results

Prompt to use

"Analyze [Brand Name]'s social media performance over the period [Start Date] to [End Date] and forecast likely performance trends for the next 2 months. Identify patterns that are expected to continue, early warning signs, growth opportunities, and potential risks. Recommend 3 strategic changes that should be made now based on the data."

What it will show

• Performance trends likely to continue
• Emerging opportunities and growth signals
• Early warning signs that deserve attention
• Potential risks to engagement, reach, or growth
• Metrics that appear to be stabilizing, improving, or declining
• The factors driving those trends
• Three recommended actions for the next two months
• A forward-looking performance outlook

Example output

15. Generate an executive snapshot for the board or CMO

Your CMO doesn't need a breakdown of saves versus shares. The board doesn't want to scroll through 20 charts. They want a clear answer to a much simpler question: How is social media contributing to the business?

This prompt turns pages of analytics into an executive-ready summary that focuses on the metrics and insights leadership actually cares about.

Prompt to use

"Create an executive summary of [Brand Name]'s social media performance for [Time Period]. This goes to the board and CMO — keep it high level, visually clean, and self-explanatory. I need total audience, growth, engagement, platform split, competitive position, and a one-paragraph bottom line. No jargon."

What it will show

• Total audience across platforms
• Audience growth and momentum
• Overall engagement performance
• Platform contribution and performance split
• Competitive position within the market
• Key wins and achievements
• Risks or areas requiring attention
• A concise executive summary paragraph

Example output

16. Build a full Q3 strategy from your own performance data

Most strategy documents start with opinions. Someone says, "We should do more video." Someone else wants to post more often. Eventually, a plan emerges, but it's often difficult to trace those decisions back to actual performance data. This prompt flips the process around.

Instead of starting with ideas and looking for supporting evidence, it starts with six months of performance history and builds a strategy around what's actually working, what's not, and where the biggest opportunities exist.

Prompt to use

"Using [Brand Name]'s social media performance data from the last 6 months, create a complete Q3 social media strategy. Include an assessment of our current strategic position, recommended content mix, platform priorities, month-by-month focus areas, KPI targets, key risks, and specific recommendations for improving performance."

What it will show

• Current strategic position and performance summary
• Key strengths to double down on
• Weaknesses and performance gaps
• Recommended content mix by format and theme
• Platform-specific priorities
• Month-by-month strategic focus areas
• KPI recommendations and targets
• Key risks and mitigation opportunities
• A draft strategy document ready for refinement

Example output

Tips to get the most out of your Socialinsider MCP 

After spending a lot of time experimenting with the MCP and testing different workflows, I've picked up a few lessons that make it more useful. Here are five of them.

• Be specific with projects, profiles, and dates. Instead of asking about ‘last month’ or ‘recent performance,’ include the exact project name, profile, and date range. The more precise the prompt, the more precise the analysis.
• Start broad, then dig deeper. You'll usually get better results from a conversation than a single giant prompt. Start with a high-level question, then follow up with targeted questions about trends, competitors, or specific content.
• Give Claude context it can't see. Analytics don't tell the whole story. If a performance spike came from paid promotion, an influencer partnership, a product launch, or a PR moment, mention it. A little context can dramatically improve the quality of the analysis.
• Challenge the output when something looks unusual. If a conclusion feels wrong, ask Claude why it reached that conclusion. Sometimes it'll uncover a pattern you missed. Other times it'll reconsider the data and refine its answer.
• Ask for recommendations instead of just observations. Don't stop at ‘what happened?’ Follow up with ‘what should we do next?’ or ‘what would you test?’ to turn reporting into action.
• Use comparisons whenever possible. Comparing months, campaigns, competitors, or platforms often reveals more useful insights than analyzing a single period in isolation.

Final thoughts

When I first connected Socialinsider to Claude, I expected it to be a faster way to pull reports.

What surprised me was how quickly it changed the questions I was asking.

Instead of spending time digging through dashboards, I found myself exploring ideas. Why is this content pillar outperforming the others? Which competitor is quietly gaining momentum? What would happen if we shifted more effort to TikTok?

The more I used it, the less it felt like a reporting tool and the more it felt like a thinking partner for social media strategy.

Will it replace analysts, strategists, or social media managers? Definitely not.

But it does remove a lot of the friction between having data and actually using it.

And if you've made it this far, my recommendation is simple: don't start with the most advanced prompt in this article. Start with a question you're already trying to answer this week.

There's a good chance you'll discover a few more questions worth asking along the way.