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Social & organic integration

Instagram Insights reporting & dashboards

Turn organic reach, engagement, and follower growth analytics into 19 governed metrics for dashboards, agent answers, and cross-channel reporting.

What you can do with Instagram in Maven

Maven models Instagram Insights into 19 governed metrics from the semantic layer. Track Social Reach, Social Views, Social Likes, Social Comments and Social Shares, break results down by Account and Content type, and report Instagram alongside Google Analytics 4, Facebook Ads and TikTok Ads without rebuilding exports or metric logic for every report.

What you can measure

19 governed Instagram Insights metrics

Every metric is defined once in Maven’s semantic layer, so Instagram numbers mean the same thing in every dashboard, report, and answer.

Social Reach

Reach from connected social account daily metrics

Social Views

Content views from connected social account daily metrics

Social Likes

Likes from connected social account daily metrics

Social Comments

Comments from connected social account daily metrics

Social Shares

Shares from connected social account daily metrics

Social Interactions

Engagement actions from connected social account daily metrics

Profile Views

Profile views from connected social account daily metrics

Social Saves

Content saves/bookmarks.

Social Responses

Responses/replies on content.

Show all 19 metrics

Social Website Clicks

Clicks through to the website from the profile.

Social Accounts Engaged

Distinct accounts that engaged.

Social Followers

Follower/subscriber level on this date.

Social Net New Followers

Day-over-day follower change (additive flow).

Post Count

Published social posts represented in the post performance fact

Post Impressions

Impressions from connected social post performance rows

Post Reach

Unique reach from connected social post performance rows

Post Video Views

Video views from connected social post performance rows

Post Interactions

Engagement actions from connected social post performance rows

Post Engagement Rate

Post interactions divided by impressions

Questions you can ask

Just ask Maven about Instagram

Maven’s agent answers in plain language with the right metric definitions applied automatically. These are real, verified questions it can run today.

What was total social reach and interactions by platform in the last 30 days?

Show social comments by platform

Show social profile views by platform

Show social website clicks by platform

Show social saves and responses by platform

Show social accounts engaged by platform

How many social followers do we have by platform?

Show follower growth trend by platform

How it works

Get Instagram Insights into Maven in minutes

No SQL, no warehouse setup, no data engineer. Connect the source and Maven handles the modeling.

Step 1

Connect Instagram Insights

Authorize or configure Maven from the Data Sources screen, then pick the account and workspace to sync.

Step 2

Maven syncs and models the data

Maven pulls your Instagram Insights data (5 objects) and models it into governed, conformed tables — no SQL, warehouse, or pipeline setup required.

Step 3

Report, ask, and automate

Ask questions in natural language with the Maven agent, drop the metrics into dashboards, set alerts on what matters, and schedule deliveries to your team.

What Maven syncs from Instagram

Account insightsWeekly account insightsFollower snapshotsMediaMedia insights

Works well with

Report Instagram alongside the rest of your stack

FAQ

Instagram Insights reporting questions

What Instagram Insights metrics can I report on in Maven?

Maven exposes 19 governed Instagram Insights metrics, including Social Reach, Social Views, Social Likes, Social Comments, Social Shares and Social Interactions — each defined once so it means the same thing in every report.

What can I break Instagram Insights performance down by?

You can break Instagram Insights metrics down by Account and Content type.

Can I combine Instagram Insights with other data sources?

Yes. Instagram Insights reports alongside sources like Google Analytics 4, Facebook Ads, TikTok Ads, Google Ads and Shopify. Maven models every source into one governed layer, so you can blend them in a single dashboard, report, or question.

What Instagram Insights data does Maven sync?

Maven syncs account insights, weekly account insights, follower snapshots, media and media insights from Instagram Insights.

How often does Instagram Insights data sync to Maven?

Maven keeps Instagram Insights data on scheduled refreshes after the source is connected, with sync status visible in the workspace before reports are shared.

Is my Instagram Insights data secure with Maven?

Yes. Maven encrypts integration credentials and tokens, scopes access to the workspace, and uses the connection only to sync the reporting data needed for governed analytics.

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