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instagram · accountsolari:readWorks with any signed-in SOLARI account.

solari instagram account similar

Find Instagram accounts whose relationship graph overlaps a given handle.

MCP tool
solari_instagram_account_similar
CLI
solari instagram account similar
Access
solari:readWorks with any signed-in SOLARI account.Works with any signed-in SOLARI account.

Overview

Finds Instagram accounts similar to the given username based on relationship-graph overlap. Takes an Instagram handle (no @), not a UUID. Works with any signed-in SOLARI account.

When to use it — "Who else is like this creator?" — graph adjacency, not collaboration history.

What comes back — The seed account, the similar accounts, and diagnostics describing the traversal.

Parameters

usernamestringrequired
Instagram handle to find similar accounts for, without the leading @.
limitintegeroptional
Number of similar accounts to return, default 50. Values above 100 are clamped to 100.≥ 1

Response

Response

user_iduuid
Seed account id.
userobject
Seed account profile summary.
paramsobject
Traversal parameters actually applied (k, hops, max_rank_to_use).
resultsobject[]
Similar accounts, score descending.
diagnosticsobject
Neighbours used, algorithm, and build time — useful when a result looks off.

results[]

user_iduuid
account_id of the similar account.
usernamestring
Handle.
full_name / biostring
Display name and bio text.
scorenumber
Graph-overlap score. Comparable only within this response.
follower_countinteger
Follower count.
regionstring
Region code.
has_collaboratedboolean
Whether this account has an ad collaboration with the seed.
last_collaboration_datedate | null
Most recent collaboration date.
recent_mediaobject[]
Recent post previews.

Example

Request

$ solari instagram account similar username=oliveyoung_official limit=8

Response · Long strings and repeated array entries are trimmed for readability.

{
  "user_id": "018cab6d-1648-7071-9734-c47a2be2fd19",
  "user": {
    "user_id": "018cab6d-1648-7071-9734-c47a2be2fd19",
    "username": "oliveyoung_official",
    "full_name": "올리브영 OLIVE YOUNG",
    "profile_pic_url": "https://dcr.bzine.co/instagram/users/oliveyoung_official/profile-picture",
    "follower_count": 1199628,
    "region": "KR",
    "is_verified": null
  },
  "params": {
    "k": 8,
    "hops": 3,
    "max_rank_to_use": 25
  },
  "results": [
    {
      "user_id": "018cabd4-926b-7a58-b0cb-11dfc7c37006",
      "username": "gs25_official",
      "score": 0.1515,
      "profile_pic_url": "https://dcr.bzine.co/instagram/users/gs25_official/profile-picture",
      "follower_count": 1017802,
      "median_views": null,
      "full_name": "대한민국 대표 편의점 GS25",
      "bio": "더 재미있게 더 실속있게\n오늘 가장 최신의 트렌드를 만나는\n#25매거진 #재미있는GS25 #라이프스타일플랫폼",
      "region": "KR",
      "has_collaborated": false,
      "last_collaboration_date": null,
      "recent_media": [
        {
          "post_id": "01a062a3-a504-7fe5-b53f-7cd291ffceff",
          "media_type": "image",
          "source_url": "https://bzine.co/cdn-cgi/image/fit=scale-down,width=480/https://smr-images.bzine.co/users/018cabd4-926b-7a58-b0cb-11dfc7c37006/posts/01a062a3-a504-7fe5-b53f-7cd291ffceff/medias/01a062a3-a7f8-702c-994f-bd426afe5d74.jpg",
          "thumbnail_url": "https://bzine.co/cdn-cgi/image/fit=scale-down,width=480/https://smr-images.bzine.co/users/018cabd4-926b-7a58-b0cb-11dfc7c37006/posts/01a062a3-a504-7fe5-b53f-7cd291ffceff/medias/01a062a3-a7f8-702c-994f-bd426afe5d74.jpg",
          "slug": "Dcx-Nrij7IV",
          "media_url": "https://bzine.co/cdn-cgi/image/fit=scale-down,width=480/https://smr-images.bzine.co/users/018cabd4-926b-7a58-b0cb-11dfc7c37006/posts/01a062a3-a504-7fe5-b53f-7cd291ffceff/medias/01a062a3-a7f8-702c-994f-bd426afe5d74.jpg",
          "play_count": null,
          "posted_at": "2026-09-02T10:00:09+00:00"
        },
        "… 3 more"
      ],
      "collaborated_with": []
    },
    "… 7 more"
  ],
  "diagnostics": {
    "neighbors_used": 4930,
    "unique_terms": 25,
    "build_ms": 7664,
    "algorithm": "distance_weighted_jaccard",
    "max_rank_used": 25,
    "target_related_count": 25
  }
}

As an MCP call

{
  "name": "solari_instagram_account_similar",
  "arguments": {
    "username": "oliveyoung_official",
    "limit": 8
  }
}

Notes

  • Takes a handle only — an account_id UUID is not accepted here.
  • For similarity by brand collaboration instead of graph overlap, use brand top collaborators.

Related tools

Machine-readable: /docs/tools/instagram-account-similar.md