KARMINA REVIEW AGENT
The agent that reviews calendars, content and reports of social networks with the criteria of each client. It detects errors, connects data and proposes improvements before delivery.
Review the fate of the piece of the day 12.
The calendar does not include an expert voice.
The rest of the pieces follow the account guide.
Strategy + Contents + Results + Human Criteria
FROM DAILY WORK TO AN AGENT OWN
In Karmina, checking an account means connecting the calendar with the strategy, data and what the customer has asked for. The Review Agent is born from this internal work: make this second review more systematic and help the team to get better at each delivery.
WORK WITH WHAT THE TEAM ALREADY USE
Loomly, Metricool and the account documentation are part of the process worked on in Karmina. Each source answers a different question.
Enlarge capture ↗Actual capture of Metricool · own Karmina account · July 2026. Show a data source, not a review by the agent.
Metricool
Contrast metrics, periods, variations and highlighted contents with the report draft. Separate proven data, possible incidences and hypothesis of improvement.
Check that the figures and comparisons in the report have the same criteria. If a conclusion is not sufficiently supported, indicate what needs to be verified before sending it.
We adapt the review to the available accesses or exports. What is validated is the workflow; a direct connection to any platform is not assumed.
TWO MOMENTS. TWO DELIVERIES.
Short outings, with headlines, priorities and concrete proposals. Each review has a different goal and destination.
Review: Visibility grows, but interaction does not evolve at the same rate.
Proposed text: "The month widens the scope of content. The next calendar can reinforce pieces that invite you to talk and participate.”
Before sending: Check that the conclusion uses the same period and metrics as the tables.
Correct: The link of a piece leads to a page that does not correspond to the content.
Review: the expert voice pillar has no presence this month.
Proposal: Consider a short interview with a member of the team. The community manager decides if and when it fits.
A RADAR THAT FILTERS
It can start from XXSS Karmina radar or from a specific search. Select the news according to the channels, the public, the strategy and the resources of the client.
PART OF THE REAL PROCESS
Explain the tools and timing of the review. We can assess where the agent would start.
COMMUNITY MANAGER + REVIEW AGENT
The agent provides checks and a cross-sectional view. The relationship, creativity and decision remain in the hands of the team.
Create, interpret and decide.
Review, contrast and recommend.
CONFIGURATE FOR EVERY ACCOUNT
We agree on what to review, with what sources, when and for whom. A first real review serves to calibrate the warnings and the level of detail.
Strategy, brandbook, style guide, commercial proposal and customer reviews.
Channels, languages, pillars, metrics, commitments and exceptions to consider.
Frequency, recipients, format and person who validates the recommendations.
A CONFIGURATION EXEMPLARY
Demonstration of guidance. It does not connect tools or activate any agents.
The connection or use of exports is defined according to the available permissions. The review is calibrated with a real first delivery.
Evaluate this configuration
THE TEAM'S LOOK
Testimonial proposal · pending validation of Laura“The value is to reach the calendar and the report with a second look: to see what is missing, what does not fit and what ideas can help the client. Then the team decides.”
Proposed text for this landing page; not yet an approved statement.
START FOR A REAL REVIEW
A calendar, a report and the criteria of the account allow to evaluate a first pilot. Explain to us how the team works; there is no need to share sensitive data in this first consultation.
hello@karmina.ai
