Generate Instagram reports in seconds

Pull all your Instagram data into one place.

Build full reports with AI in seconds. White-label them the way you (and your clients) want.

Share the reports automatically.

Instagram Reporting Tool - Dashboard displaying post performance with charts for impressions, reach, and engagement.

How Whatagraph's Instagram report generator works

Connect Instagram data sources


Bring your Instagram ads and organic data into one place, alongside any other marketing channels.

No messy third-party connectors. Our integrations are stable and always match the data in Instagram Insights and Ads Manager.
Connect - Facebook, plus sign, and Instagram logos arranged on a white rounded square, set on a gradient background.

Blend and organize your data


Map Instagram data alongside CRM, paid ads, or any other source to get the full picture.

Simply ask AI to: Standardize campaign names, unify metrics, and clean up messy dimensions. Zero manual work (or coding) is required.
Organize Your Data - A diagram displays campaign performance metrics, including sessions, clicks, and CTR.

Create custom, white-label Instagram reports


No more building reports from scratch. Tell Whatagraph IQ what you need, and watch it build a full custom report with widgets, layouts, and metrics.

Want it on-brand? Upload a client logo or brandbook screenshot. Whatagraph applies the right colors, fonts, and icons automatically.
White Labeled Reports - Pie chart showing countries by reach in pink and maroon hues.

Analyze performance fast with AI


Ask Whatagraph’s AI how your Instagram campaigns are performing. Get instant answers in plain English and make data-driven decisions instantly.

Or ask our AI to generate performance summaries, ready to drop straight into reports.
AI data - A summary of the session.

Share Instagram data your way


Schedule automated Instagram reports - on the cadence you want. Weekly, monthly, or custom.

Share live links, export as PDF or CSV, or push your data to BigQuery and Looker Studio. Whatever your workflow looks like, we've got it covered.
"Share Your Data - Instagram Report Generator" - Options menu with "Send report link," "Automate report," and download/export options.

Why marketers love Whatagraph

Whatagraph took us to the next level with our clients and within our team. Our relationships with clients have been amazing, and we’ve even been able to retain them longer.

Kim Strickland

Kim Strickland

Digital Marketing Specialist @ Peak Seven

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Whatagraph’s AI saves time and energy for our marketing specialists. And the hours we’re saving is just pure profit.

Lars Maat

Lars Maat

Company Owner, Maatwerk Online

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Whatagraph has become an essential partner for scaling our reporting, and my teams love it because it saves so much time. We’d recommend it to any team looking to automate data reporting and use AI for insights.

Danielle Roberts

Danielle Roberts

Director of Implementation & Support @ Rentable

StarStarStarStarStar

The biggest advantage of Whatagraph is having everything in one place. Funnel was two to three times more expensive than Whatagraph.

Linda van Baal

Linda van Baal

Online Marketing Consultant @ YourFellow

StarStarStarStarStar

Whatagraph is easy to use, visually attractive, and much smoother compared to tools like Looker Studio.

Stef Oosterik

Stef Oosterik

Quality Manager @ Dtch. Digitals

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All your Instagram and social media data, one Instagram reporting tool

Pull Instagram, social media, and ads data into Whatagraph. Your data flows directly into your reports, refreshes every 30 minutes, and always matches what you see on the source platform. No manual work required.

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What is an Instagram reporting tool?

An Instagram reporting tool helps you pull performance data from ads and organic Instagram posts and present it in a visually pleasing way.

Without one, you need to manually log in to Instagram Insights and piece marketing data together into a slide deck or spreadsheet. While possible, it's extremely ineffective.

For agencies, reporting time adds up fast. The more clients you have, the more hours disappear into pulling screenshots, formatting slides, and writing commentary that should take minutes, not hours.

With an automated Instagram ads reporting tool, you get those hours back. Maatwerk Online, one of the most prestigious agencies in the Netherlands, saved 100 hours a month on reporting after switching to Whatagraph - and put that time back into marketing strategy and client work.

A good Instagram report tool does the heavy lifting for you:

Connects directly to Instagram, both ads and organic, without broken connectors

Standardizes metrics so you're comparing post performance on equal footing

Visualizes data in a way clients actually understand, not just a wall of numbers

Let's you white-label and customize every report, with the KPIs that matter

With Whatagraph IQ, you can take this even further. Instead of manually dragging widgets one by one, you can:

  • Ask AI to generate a full Instagram report instantly
  • Use IQ Themes to automatically brand reports
  • Get plain-language performance summaries
  • Chat directly with IQ to get instant answers about any Instagram campaign

What features should I look for in an Instagram reporting tool?

Not all Instagram reporting tools are built for the same use case. Here are the features you should look out for:

1. Native, stable integrations

If you select an Instagram reporting tool that relies on third-party connectors, you’re setting yourself up for broken dashboards.

Look for a tool with fully managed, native integrations. The data should refresh automatically and always match what you see on Instagram.

At Whatagraph, integrations are fully managed and extremely stable. Instagram data refreshes every 30 minutes, and our uptime has averaged 99.95% over the past 6 months.

No messy third-party connectors. The setup can be done in a few minutes, and your campaign data starts flowing instantly.

2. Ease of use, especially for building and branding reports

You shouldn’t have to be a data engineer to build Instagram reports. The best tools let you build a full, client-ready Instagram performance report in seconds, without touching a single line of code.

Look for:

  • AI-powered report generation: Describe what you want, get a finished report
  • White-labeling: Your logo, your colors, your domain. Not the tool's branding
  • Templates: Ones you can reuse and duplicate across clients
  • Simple customization: that doesn't require a designer

With Whatagraph IQ, you don’t need to spend hours building Instagram reports. Just ask our AI to build entire reports from plain text or a screenshot.

3. Cross-channel reporting

Instagram rarely lives in isolation. Your clients are running Facebook Ads, Google Ads, TikTok - and they want to see Instagram in context, not siloed in its own report.

A strong Instagram report tool lets you blend Instagram data with other channels into one unified view, so you can answer the question clients actually ask: "Is Instagram pulling its weight compared to everything else we're running?"

4. AI-powered insights and summaries

Charts are good at explaining what happened. But insights explain what it means. With the best tools, you can use AI to generate performance summaries that give every number the context it needs.

As Janet Mesh, CEO & Co-Founder at Aimtal, puts it:

One of the biggest mistakes that marketers make when creating reports is just adding screenshots of performance charts without any context or analysis.

With Whatagraph IQ, you can ask questions about your Instagram campaign performance directly and get instant answers.

Or, you can auto-generate summaries that are ready to send to clients with minimal editing.

5. Responsive customer support

No matter how good the tool is, you'll eventually need help — especially when migrating from another platform or onboarding a new client. Make sure the tool you choose comes with real support, not just a knowledge base.

Whatagraph includes live chat support and a dedicated Customer Success Manager on all pricing plans. You’ll get help with everything from connecting data sources to building your first Instagram report template.

What are the best tools for generating Instagram performance reports?

Not all Instagram reporting tools are created equal. Here are the three best-rated options right now.

1. Whatagraph

Here's what makes Whatagraph stand out for Instagram reporting:

  • Generate full reports from a prompt: Tell what you need, and IQ builds the entire report - widgets, metrics, layouts, and all in seconds
  • Auto-brand for every client: Upload a logo or brandbook screenshot, and IQ applies matching colors, fonts, and icons automatically
  • Native Instagram integration: Pulls both ads and organic data reliably, with 30-minute refresh intervals and no third-party connectors
  • AI summaries and IQ Chat: Ask questions about Instagram performance, and get instant answers. Copy these answers directly into your Instagram reports.
  • Cross-channel reporting: Combine Instagram data with Facebook Ads, Google Ads, TikTok, and 60+ other integrations in one unified report
  • Flexible delivery: Automated emails, Slack notifications, live links, PDF/CSV exports, BigQuery, and Looker Studio

Agencies using Whatagraph don't just save time on Instagram reporting - they get time back to do the work that actually grows their clients' businesses.

Peak Seven, a Florida-based agency managing 25 clients across 100+ ad campaigns, cut their report build time from 4 hours to 1.5 hours per report - and saved $9,450 per month in reporting costs. Read the full case study here.

Whatagraph is now our Bible, both for our clients and internal teams. With Looker Studio, everything was muddled. But Whatagraph has opened up transparency and communication. - Kim Strickland, Digital Marketing Specialist at Peak Seven

Start free with Whatagraph today.

2. AgencyAnalytics

AgencyAnalytics is a client reporting and analytics tool commonly used by marketing agencies to create white-label reports.

It can be suitable if you’re part of a small business and need a simple tool to get started with automated reporting.

With AgencyAnalytics, you can:

  • Connect Instagram alongside other social and paid channels
  • White-label across dashboards, reports, and mobile app
  • Add custom metrics and goals on higher-tier plans

But you should know: Users say the platform can be unstable with sources disconnecting. Plus, it doesn’t come with advanced data calculations, and its AI features are limited.

3. Databox

Databox is suitable if you need to visualize Instagram metrics and track basic KPIs. Alongside Instagram, it connects to 120+ other platforms for cross-channel insights.

Databox lets you:

  • Build Instagram reporting dashboards using drag-and-drop widgets
  • Monitor metrics like reach, engagement rate, and follower growth
  • Use pre-built Instagram dashboard templates to get up and running quickly
  • Set goals and track progress against targets

As a drawback, some users report that the dashboards won’t refresh at a fast pace from time to time.

Meanwhile, Databox alternatives, like Whatagraph, refresh Instagram data every 30 minutes automatically — with no manual intervention needed.

Here's proof from a happy customer:

Whatagraph is very, very quick when loading the data. Even when I change a source in the report, it's super quick, and I barely ever have to wait. - Tanja Keglić, Performance Marketing Manager at Achtzehn Grad

3 success stories of agencies using Whatagraph's Instagram reporting tool

If you're wondering what it actually looks like to move your Instagram reporting to Whatagraph — here are three agencies that did it, and what they got out of it.

1. Peak Seven: 63 hours saved per month on reporting

Challenges

Peak Seven was using Looker Studio with Funnel and Supermetrics to report on 25 clients across 100+ ad campaigns. Data frequently failed to pull through correctly, and Kim spent more time triple-checking numbers against source platforms than actually analyzing performance. Building a single report from scratch took 40 hours.

"Looker Studio was slow and always breaking. The data wouldn't pull through, or it would pull through incorrectly. It was frustrating, time-consuming, and a constant guessing game," said Kim Strickland, Digital Marketing Specialist at Peak Seven.

Solution

Kim moved the entire agency to Whatagraph in a matter of hours. She built a master template for franchise clients that could be cloned and updated with new data sources instead of being rebuilt from scratch each time.

Results

  • 63 hours saved per month on reporting
  • $9,450 saved per month for clients on reporting costs
  • Report build time dropped from 4 hours to 1.5 hours
  • Stronger client relationships and improved retention

2. Swash Labs: Reporting time cut from 40 hours to 4 hours per month

Challenges

Before Whatagraph, Swash Labs was pulling data from multiple sources into spreadsheets, a process that was tedious and eating up time that should have been spent on strategy.

The Art department had to spend additional hours polishing each report just to make it presentable, with reports taking up to 2-3 hours to complete. Disconnected data sources and a fragmented tech stack made everything harder than it needed to be.

"We're now able to spend more time analyzing rather than cleaning data thanks to the connected sources," said Stephanie Delk, Director of Media & Planning at Swash Labs.

Solution

Swash Labs switched to Whatagraph and replaced spreadsheets and Google Data Studio with a single, unified platform.

Direct source connections eliminated manual data pulling entirely, while customizable templates and a user-friendly report builder cut reporting time dramatically. Creating a new report went from a full-day ordeal to under an hour.

Results

  • Reporting time cut from 40 hours to 4 hours per month
  • 36 hours saved per month across the team
  • Improved client reporting with visuals that made performance easy to understand
  • Monthly Co-Lab sessions with clients became sharper and more productive

3. Maatwerk Online: 100 hours saved per month on reporting

The challenge

Maatwerk Online was running Supermetrics and Looker Studio to report on 100+ clients. Dashboards took forever to load, connectors broke without warning, and reports were bloated with metrics nobody actually looked at.

"Looker Studio was really slow. We used Supermetrics to connect our channels, but sometimes they would just break. Tables didn't load when you tried to refresh the dashboard. It was really annoying." - Lars Maat, Co-Founder at Maatwerk Online

The solution

The team switched to Whatagraph and built four pillar reporting templates, covering:

  1. eCommerce
  2. Leadgen
  3. Branding
  4. B2B

Each client gets a fully branded live dashboard with goal bars showing targets and current performance.

The results

  • 100 hours saved per month on reporting
  • €4,000 saved per year by eliminating Supermetrics
  • 100% of the reporting tool cost recovered through client licensing fees
Whatagraph saves time and energy, and the hours we're saving are just pure profit. We now have the time to focus on more strategic things that help both our agency and our clients grow. - Lars Maat, Co-Founder at Maatwerk Online

How to automate Instagram reporting using Whatagraph's Instagram report generator

Automating your Instagram reporting doesn't have to mean jumping between platforms, screenshotting data, or manually updating a deck before every client call.

With Whatagraph's Instagram report generator, you can go from data connection to client-ready report in under 30 minutes. Here's how:

1. Connect your Instagram data sources

Start by connecting Instagram through Whatagraph's native integration. From your workspace, authenticate your Instagram Business account, and you're done. No complex APIs, no developer help, no third-party connectors.

Want to report on Instagram ads and organic in the same place? Both are supported.

You can also pull data from 60+ other platforms:

  • Social media (Meta Ads, Instagram, TikTok, Facebook, LinkedIn, YouTube)
  • SEO & analytics (Google Analytics 4, Semrush, Ahrefs, Google Search Console)
  • E-commerce (Shopify, WooCommerce, BigCommerce, Magento)
  • Email (Mailchimp, Klaviyo, ActiveCampaign, Constant Contact)
  • CRM (HubSpot, Salesforce)

With cross-platform reporting, your clients get a full picture alongside their Instagram performance.

Whatagraph's integrations are fully managed - uptime has averaged 99.95% over the past six months. If something goes wrong, our engineers are on it immediately.

2. Blend and organize your data

Once your data is connected, it’s time to clean it up.

Standardize campaign names across clients, unify metrics across channels, and align naming conventions so everything makes sense in one report.

With Whatagraph IQ Dimensions, you don't need formulas or coding to do this. You can ask it to:

  • Create custom blends: Just describe what you need - like "group all Instagram campaigns by campaign type" - and IQ creates the dimension for you.
  • Standardize messy naming: Turn "IG_US_SpringSale_23" and "Instagram_Spring23_US" into one clean, consistent label
  • Build custom metrics on the fly: Like total cross-channel spend or blended ROAS - without touching a formula

The goal isn't to show every data point you have - it's to show the ones that actually matter to each client.

You can also:

  • Blend Instagram data with paid ads, SEO, or email metrics in one unified view
  • Filter by client, account manager, region, or campaign type
  • Apply tags and folders to keep everything organized at scale

3. Build and brand Instagram reports with AI

This is where Whatagraph IQ does the heavy lifting. Instead of dragging and dropping widgets one by one, just type what you need.

"Create an Instagram monthly report template for a client," or “Create an Instagram report for clients X and Y,” and IQ assembles the full report: Instagram performance metrics, charts, tabs, and layout included.

Here’s an example of an Instagram analytics report template created on Whatagraph:

Instagram Report Template - Instagram report showing metrics, charts and top stories

You can also ask Whatagraph IQ to:

  • Explain results: IQ reads the data on your report and writes a plain-language performance summary (wins, issues, and recommendations included).
  • Style it automatically: Upload a client logo or image, and IQ automatically generates a matching visual style: fonts, colors, and icons.

A clean, well-branded report builds credibility before the client reads a single number.

I recommend making your reports pretty. Use consistent colors that match your brand. Add white space. Make your fonts readable. Design matters because decision-makers will judge your data by its cover before they ever consider its content. - Michael Keenan, Principal at Peak

Need full control? Start from a blank canvas and build it yourself with drag-and-drop widgets.

With every widget, you can adjust labels, apply custom formulas, set reporting periods, and match color schemes to each client's branding.

Pro tip: Save reports as linked Instagram ads report templates. Edit the master once, and every client report tied to it updates automatically — no manual changes across 20 reports.

4. Monitor performance with internal dashboards

Client reports tell the story. Internal dashboards help your team stay on top of it in real time.

Use Whatagraph Overviews to track Instagram KPIs across all your client Instagram accounts in one place.

Instagram Reporting Tool - A data table showing campaign performance metrics and comparisons.

Whatagraph’s Overviews help to:

  • Monitor account manager workloads
  • See best-performing campaigns & flag underperforming ones
  • Set goals and spend caps so nothing slips through the cracks.

Slice by client, channel, region, or manager — whatever fits how your agency operates.

5. Summarize Instagram campaign performance for a client meeting

Before a client call, your account managers shouldn't be spending an hour writing performance commentary from scratch.

With Whatagraph IQ Summaries, you get plain-language performance summaries—based on the actual Instagram analytics data.

You get the freedom to:

  • Tweak the tone
  • Choose short or long format
  • Add your own context for that human touch.

A good Instagram report doesn't just show numbers — it moves people to act. Ryan Anderson, President at Markiserv, recommends structuring every report around these steps:

I like to keep my reports simple. Most leaders will go into the details if they need to, but make sure you're also highlighting the key insights, actions, and recommendations. - Ryan Anderson, President at Markiserv

Your team can also use IQ Chat to ask questions directly: "How did our Instagram Reels perform last month compared to Stories?" and get instant answers without digging through charts.

6. Share reports your way

Once the report is ready, you have full control over how it goes out:

  • Automated emails: Schedule recurring delivery on a specific day— weekly, monthly, or custom
  • Live links: Give clients access to reports through a link, without needing a login
  • PDF or CSV exports: Clean downloads for offline access or internal archives
  • BigQuery and Looker Studio: Push your Instagram data for further analysis or additional visualization

Frequently Asked Questions

Have more questions about Instagram reporting? We answered them here.

How do agencies white label Instagram Ads reports?

The best way for agencies to white-label Instagram Ads reports is by using dedicated reporting tools, like Whatagraph. These tools make it incredibly easy to change color schemes, add custom domains, embed logos and custom messaging, personalize cover pages, and more.

 

The best reporting tools for Instagram even have the option to white-label reports by uploading a screenshot of your brand playbook or through a simple prompt.

What key metrics should I monitor on Instagram?

When managing an Instagram Business account, it's crucial to monitor a range of key metrics to gauge performance, understand audience engagement, and refine your marketing strategy. Here are the key metrics you should focus on:

 

Engagement

 

- Likes: The total number of likes on your posts. Indicates how well your content resonates with your audience.

 

- Comments: The number of comments on your posts. Reflects the level of interaction and engagement from your followers.

 

- Shares: The number of times your posts are shared. Shows how much your content is valued and spread by your audience.

 

- Saves: The number of times users save your posts. Indicates content that users find valuable enough to revisit.

 

Engagement rate: Ratio of user interactions with your Instagram posts relative and the number of impressions they receive.

 

Reach and Impressions

 

- Reach: The total number of unique accounts that have seen your posts. Measures how far your content is spreading.

 

- Impressions: The total number of times your posts have been viewed over a time period. Can indicate the effectiveness of your content in attracting repeated views.

 

Audience Growth

 

- Follower Growth: The number of new followers gained over a specific period. Helps you understand your account's growth rate.

 

- Follower Demographics: Insights into the age, gender, location, and interests of your Instagram followers. Helps tailor your content to your audience.

 

Content Performance

 

- Top Performing Posts: Identify which posts have the highest engagement, reach, and impressions. Helps determine what type of content works best.

 

- Post Frequency: The number of posts published within a specific period. Helps in understanding how post frequency affects engagement.

 

Story Metrics

 

- Story Views: The total number of views for your stories. Indicates the reach of your short-term content.

 

- Story Engagement: Interactions on stories, such as replies and swipe-ups. Shows how engaging your stories are.

 

- Story Completion Rate: The percentage of viewers who watch your entire story sequence. Indicates the effectiveness of your story content.

 

Instagram Ad Performance (if applicable)

 

- Ad Spend and ROI: The total spend on Instagram ads and the return on investment. Measures the cost-effectiveness of your ad campaigns.

 

- Ad Engagement: Metrics such as click-through rate (CTR), conversions, and overall engagement from ads. Indicates the success of your advertising efforts.

 

Hashtag Performance

 

- Hashtag Reach: The performance of hashtags used in your posts. Helps in identifying the most effective hashtags for increasing reach.

 

- Top Hashtags: The hashtags that generate the most engagement. Aids in optimizing hashtag strategy.

What other marketing channels can I connect with Whatagraph?

Apart from Instagram, you can connect all popular social media such as LinkedIn, Facebook, and TikTok, PPCs like Facebook Ads and Google Ads, e-commerce platforms like Shopify and WooCommerce, SEO tools like Ahrefs and Semrush, email marketing tools like Klaviyo and Mailchimp, Google Analytics 4, and CRMs like HubSpot and Salesforce.

 

If you can’t find the integration for your data source, connect it via a Custom API or export it to Google Sheets docs or BigQuery data warehouse and add it as a source.

Can I use Looker Studio for Instagram reporting?

Yes, you can connect Instagram data to Looker Studio — but it requires a third-party connector like Supermetrics or Funnel to do it. This adds cost, complexity, and a potential point of failure.

 

Plus, building reports in Looker Studio from scratch is time-consuming, especially if you're managing multiple clients.

 

Whatagraph connects to Instagram natively, with no “middlemen” needed. Reports refresh automatically every 30 minutes, always match what you see in the source platform, and can be built and branded in seconds using AI. It’s a faster and more stable alternative to the Looker Studio stack.

What tools create Instagram reports?

The most widely used tools for creating Instagram performance reports are Whatagraph, AgencyAnalytics, Databox, DashThis, and Sprout Social.

 

Whatagraph stands out as an Instagram reporting tool built specifically for markets, not data engineers. With AI report generation, one-click branding, and automated report delivery, it lets you generate reports in seconds.

 

For simpler use cases or solo marketers, Instagram analytics tools like AgencyAnalytics or Databox offer more lightweight solutions.

How to choose the best Instagram reporting tool?

Start by defining what you actually need. These questions can help:

 

  • Are you reporting on Instagram alone, or do you need cross-channel insights?

 

  • How much time is your team currently spending on reporting each month?

 

  • Do you need white-labeling for client-facing reports?

 

  • How many clients are you managing?

 

From there, shortlist tools that match those requirements, request demos, and compare pricing. (See the “best tools” section in this article for a more in-depth comparison)

Can I export reports from an Instagram reporting tool?

Yes. With Whatagraph, you can export Instagram reports as PDF or CSV files for offline access or internal archives.

 

You can also:

 

  • Share live links that clients can access at any time

 

  • Schedule automated emails at a specific cadence

 

  • Push your data to BigQuery and Looker Studio for further analysis

 

Every export and delivery option can be fully white-labeled with your agency's branding.