Range query through custom window time

Elastic Stack Elasticsearch
1

I have this query in Dev Tools that I do when my boss asks that counts how many cards were used in 90 days window:

GET transactions/_search
{
  "size": 0,
  "query": {
"range": {
  "timestamp": {
    "gte": "now-90d/d",
    "lte": "now"
  }
}
  },
  "aggs": {
    "by_client": {
      "terms": {
        "field": "clients.keyword"
      },
      "aggs": {
        "active_cards": {
          "cardinality": {
            "field": "card_number.keyword"
          }
        }
      }
    }
  }
}
  }
}

I need to run this for every month of my data that we have (about 3 years), so I can show in a Dashboard (example of buckets: 2021-03-01 to 2020-12-01, going back 2021-02-01 to 2020-11-01, and so on).
I will gladly give more information, but I am having some difficult to synthesize the idea.

Thank you guys in advance!

2

Something like this?

3

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