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Marketing by ScoChat

Social media analytics basics: reports you will actually read

A simple reporting model built on reach, engagement, clicks, follower growth and publishing consistency — plus AI summaries that explain the numbers.

8 minute read Updated August 2026 By the ScoChat product team

Social analytics become overwhelming when the report starts with every metric a platform can return. A useful basic report starts with the objective and keeps the overview small.

1. Start with the questions, not the metrics

  • Are we publishing consistently?
  • Are people seeing the content?
  • Are they engaging with it?
  • Is the audience growing?
  • What should we change next?

2. Keep the report to a handful of numbers

A strong default is reach or views, engagement, link clicks, follower growth and publishing consistency. Add one trend over time and one short explanation of what changed.

Do not chart everything the API returns

A report nobody reads is worse than a small report everybody reads.

3. Agree on plain definitions

Reach / views
How much exposure a post received, as reported by the platform.
Engagement
Interactions such as likes, comments, shares and saves.
Link clicks
Clicks through to your link, where the platform reports them.
Follower growth
How your audience changed across the period.
Publishing consistency
Planned posts versus actually published posts, including failures.

Exact formulas and availability vary by network. Where a platform does not provide a value, the honest answer is “not available” — not a silent estimate.

4. Let the summary do the explaining

An AI analytics summary reads the period for you: what changed, which posts earned the most engagement and one recommended next test. It should reference the exact numbers it describes.

  • What changed, in plain language
  • The evidence behind the change
  • One practical thing to try next

5. Keep your analytics history

Trends only exist if the history does. Retained analytics history lets you compare this month with the last and see whether a change actually stuck.

Next step

Bring one real process to the conversation.

Bring the process, call flow or content problem behind the guide and we will tell you what is buildable and how we would measure it.