Performance only makes sense in the context of the plan
The dashboard shows not only what the posts achieved, but also whether the planned rhythm, topic and communication objective were delivered.
Monthly plan and actual publications
The calendar contained 28 items across four channels. Twenty-four were published, some on different dates and in different formats.
Plan, delivery and performance
AI links each publication to its planned item, shows changes to the date or format and lets you open the source content.
- plan delivery by channel
- performance by topic, objective and format
- source posts and deviations
One loop from plan to performance
The dashboard combines data from Publication Analysis, Reaction Analysis and the Content Calendar. It helps assess the cycle but does not independently change the strategy or rules for future publications.
Links the plan to the post
It assigns the actual publication, date and format to the correct calendar item.
Filters performance
Compare channels, topics, objectives, formats, periods and completion status.
Open the source
Drill down from the aggregate to the specific post, reaction and plan item behind the metric.
How does the dashboard connect the publishing cycle?
Read the plan
The system retrieves calendar items, their objectives, channels, deadlines and expected statuses.
Match publications
It matches actual posts to the plan and flags date or format changes, or non-completion.
Add results
It links available metrics and reactions to each published item.
Decision-ready view
It provides the filters, comparisons and links needed to plan the next cycle.
Every result has a post and a plan item
The dashboard preserves the difference between the planned and actual dates and highlights missing data. This prevents the team from interpreting an uncompleted item as poor content performance.
What does AI use?
- calendar with objectives, deadlines and statuses
- actual publications and their metadata
- post performance and aggregated reactions
- optional channel comparison
What does the team receive?
- combined view of the plan, completion and results
- comparisons by channel, objective, topic and format
- links to publications and the reasons for deviations
Data points the way; the team chooses the change
A strong or weak result may have a cause that is not visible in the dashboard. A team member checks the publication and context before changing the rules, budget or plan.
The team defines the metric scope, interprets deviations and makes all decisions about the next content cycle.
The module does not automatically change the strategy, calendar or rules, create content or publish posts.
A clear view of the entire content cycle
The team can see what was meant to be published, what was actually published and in what format.
Metrics are linked to the objective, topic, channel and source publication.
Insights can be used for a new cycle without manually combining several reports.
Analytics and the calendar meet in one dashboard
Publication Analysis, Reaction Analysis and the Content Calendar provide the core data. Channel Comparison can extend the view with an external point of reference.
Related process elements
Frequently asked questions
Does the dashboard show calendar completion?
Yes. It links planned items to actual publications and flags omissions and changes.
Can I open a specific post?
Yes. Every significant result should lead to the source publication and linked plan item.
Does the dashboard compare channels?
Yes, where metrics are available and comparable. Channel Comparison provides an additional public benchmark.
Does the dashboard optimise the strategy itself?
No. It provides data for decisions; changing the rules or plan remains the team's responsibility.