{
 "retrievedOn": "2026-09-22",
 "page": "/guides/how-often-to-post-on-tiktok/",
 "note": "Posting cadence for the \"how often to post on TikTok\" guide. Two parts. (1) derived: posts per week for the 58 creators in the September 2026 engagement-rate sample, computed from the createTime of their last 10 posts. (2) calls: one search_users pull for the gardening niche (count 10) and user_profile for the first five accounts, to compare lifetime post counts with follower counts. Handles, ids, bios and avatar URLs removed. user_profile returns rounded follower counts.",
 "calls": [
  {
   "tool": "search_users",
   "arguments": {
    "keyword": "gardening",
    "count": 10
   },
   "result": {
    "users": [
     {
      "followerCount": 2623796,
      "followingCount": 1898,
      "awemeCount": 1578,
      "totalFavorited": 79784416,
      "verified": true
     },
     {
      "followerCount": 1729492,
      "followingCount": 237,
      "awemeCount": 1419,
      "totalFavorited": 48313835,
      "verified": true,
      "verifyLabel": "Verified account"
     },
     {
      "followerCount": 4791200,
      "followingCount": 267,
      "awemeCount": 780,
      "totalFavorited": 48677613,
      "verified": true
     },
     {
      "followerCount": 557315,
      "followingCount": 401,
      "awemeCount": 364,
      "totalFavorited": 17046474,
      "verified": true
     },
     {
      "followerCount": 1104321,
      "followingCount": 32,
      "awemeCount": 1467,
      "totalFavorited": 18156774,
      "verified": true
     },
     {
      "followerCount": 965635,
      "followingCount": 322,
      "awemeCount": 482,
      "totalFavorited": 23982622,
      "verified": true
     },
     {
      "followerCount": 813,
      "followingCount": 4,
      "awemeCount": 2,
      "totalFavorited": 170,
      "verified": true
     },
     {
      "followerCount": 3329436,
      "followingCount": 780,
      "awemeCount": 2804,
      "totalFavorited": 83933473,
      "verified": true,
      "verifyLabel": "Verified account"
     },
     {
      "followerCount": 423735,
      "followingCount": 95,
      "awemeCount": 223,
      "totalFavorited": 12833078,
      "verified": true
     },
     {
      "followerCount": 550087,
      "followingCount": 215,
      "awemeCount": 276,
      "totalFavorited": 4146942,
      "verified": true
     }
    ]
   }
  },
  {
   "account": "gardening account 1",
   "tool": "user_profile",
   "arguments": {
    "handle": "<handle from search, removed>"
   },
   "result": {
    "followerCount": 2600000,
    "followingCount": 1898,
    "totalLikes": 79800000,
    "videoCount": 1581,
    "createTime": 1574719464,
    "verified": false
   },
   "accountCreated": "2019-11",
   "accountAgeWeeks": 356.0,
   "lifetimePostsPerWeek": 4.44,
   "followersPerPost": 1645
  },
  {
   "account": "gardening account 2",
   "tool": "user_profile",
   "arguments": {
    "handle": "<handle from search, removed>"
   },
   "result": {
    "followerCount": 1700000,
    "followingCount": 237,
    "totalLikes": 48300000,
    "videoCount": 1419,
    "createTime": 1645453566,
    "verified": true
   },
   "accountCreated": "2022-02",
   "accountAgeWeeks": 239.1,
   "lifetimePostsPerWeek": 5.94,
   "followersPerPost": 1198
  },
  {
   "account": "gardening account 3",
   "tool": "user_profile",
   "arguments": {
    "handle": "<handle from search, removed>"
   },
   "result": {
    "followerCount": 4800000,
    "followingCount": 267,
    "totalLikes": 48700000,
    "videoCount": 779,
    "createTime": 1598950602,
    "verified": false
   },
   "accountCreated": "2020-09",
   "accountAgeWeeks": 315.9,
   "lifetimePostsPerWeek": 2.47,
   "followersPerPost": 6162
  },
  {
   "account": "gardening account 4",
   "tool": "user_profile",
   "arguments": {
    "handle": "<handle from search, removed>"
   },
   "result": {
    "followerCount": 557300,
    "followingCount": 401,
    "totalLikes": 17000000,
    "videoCount": 368,
    "createTime": 1638783555,
    "verified": false
   },
   "accountCreated": "2021-12",
   "accountAgeWeeks": 250.1,
   "lifetimePostsPerWeek": 1.47,
   "followersPerPost": 1514
  },
  {
   "account": "gardening account 5",
   "tool": "user_profile",
   "arguments": {
    "handle": "<handle from search, removed>"
   },
   "result": {
    "followerCount": 1100000,
    "followingCount": 32,
    "totalLikes": 18200000,
    "videoCount": 1473,
    "createTime": 1608070880,
    "verified": false
   },
   "accountCreated": "2020-12",
   "accountAgeWeeks": 300.9,
   "lifetimePostsPerWeek": 4.9,
   "followersPerPost": 747
  }
 ],
 "derived": {
  "retrievedOn": "2026-09-22",
  "sourceFile": "/evidence/tiktok-engagement-rate-calculator-sample.json",
  "method": "For each of the 58 creators in the September 2026 engagement-rate sample, take the createTime of their last 10 posts (9 and 3 for two creators), sort, and compute posts per week = posts / days between first and last post x 7. Follower tiers are the sample's own tiers. Median plays is the creator's median playCount across those posts; plays per follower divides it by the profile follower count. estWeeklyViews = sum of plays across the posts / span in days x 7, only where the span is at least one day. Rank correlation is Spearman's rho across creators. Cadence is measured over a short window (10 posts) and 12 creators' last post was before 2026, so it describes their cadence when they last posted, not now. Three creators uploaded all their posts inside one day (burst uploads); their posts-per-week figure is not meaningful and is flagged.",
  "creators": 58,
  "postsAnalysed": 572,
  "overall": {
   "medianPostsPerWeek": 5.77,
   "q1": 1.67,
   "q3": 9.83,
   "dailyOrMore": 23,
   "twiceADayOrMore": 12,
   "fourADayOrMore": 5,
   "underOnceAWeek": 9,
   "oneToThreeAWeek": 9,
   "threeToSevenAWeek": 17,
   "burstUploads": 3,
   "creatorsWhoseTenPostsFallInLast30Days": 32,
   "creatorsWhoseLastPostWasBefore2026": 12
  },
  "byTier": {
   "under 10k": {
    "n": 5,
    "medianPostsPerWeek": 17.81,
    "q1": 4.22,
    "q3": 3102.14,
    "dailyOrMore": 4,
    "burstUploads": 2,
    "medianPlays": 215.0,
    "medianPlaysPerFollower": 1.009
   },
   "10k to 100k": {
    "n": 7,
    "medianPostsPerWeek": 1.4,
    "q1": 0.73,
    "q3": 9.25,
    "dailyOrMore": 2,
    "burstUploads": 0,
    "medianPlays": 12129.5,
    "medianPlaysPerFollower": 0.3
   },
   "100k to 1M": {
    "n": 17,
    "medianPostsPerWeek": 5.63,
    "q1": 2.38,
    "q3": 7.71,
    "dailyOrMore": 5,
    "burstUploads": 0,
    "medianPlays": 21800.0,
    "medianPlaysPerFollower": 0.07
   },
   "over 1M": {
    "n": 29,
    "medianPostsPerWeek": 5.39,
    "q1": 1.86,
    "q3": 10.36,
    "dailyOrMore": 12,
    "burstUploads": 1,
    "medianPlays": 102450.0,
    "medianPlaysPerFollower": 0.035
   }
  },
  "byCadence": {
   "under 1 a week": {
    "n": 9,
    "medianFollowers": 156200,
    "medianPlaysPerPost": 14750.0,
    "medianPlaysPerFollower": 0.229,
    "medianEstWeeklyViews": 24418,
    "creatorsWithWeeklyEstimate": 9
   },
   "1 to 3 a week": {
    "n": 9,
    "medianFollowers": 2900000,
    "medianPlaysPerPost": 388500.0,
    "medianPlaysPerFollower": 0.272,
    "medianEstWeeklyViews": 1077869,
    "creatorsWithWeeklyEstimate": 9
   },
   "3 to 7 a week": {
    "n": 17,
    "medianFollowers": 639700,
    "medianPlaysPerPost": 22350.0,
    "medianPlaysPerFollower": 0.046,
    "medianEstWeeklyViews": 729231,
    "creatorsWithWeeklyEstimate": 17
   },
   "1 to 2 a day": {
    "n": 11,
    "medianFollowers": 1600000,
    "medianPlaysPerPost": 14061.5,
    "medianPlaysPerFollower": 0.018,
    "medianEstWeeklyViews": 341268,
    "creatorsWithWeeklyEstimate": 11
   },
   "more than 2 a day": {
    "n": 12,
    "medianFollowers": 1307350.0,
    "medianPlaysPerPost": 19925.0,
    "medianPlaysPerFollower": 0.028,
    "medianEstWeeklyViews": 741809,
    "creatorsWithWeeklyEstimate": 9
   }
  },
  "cadenceVsViews": {
   "spearmanPostsPerWeekVsMedianPlays": -0.275,
   "spearmanPostsPerWeekVsPlaysPerFollower": -0.335,
   "spearmanPostsPerWeekVsFollowers": -0.0,
   "excludingBurstUploads": {
    "n": 55,
    "vsMedianPlays": -0.286,
    "vsPlaysPerFollower": -0.395
   },
   "over1MOnly": {
    "n": 29,
    "vsMedianPlays": -0.651,
    "vsPlaysPerFollower": -0.637
   },
   "aboveMedianCadence": {
    "n": 29,
    "medianPlays": 19000.0,
    "medianPlaysPerFollower": 0.035
   },
   "atOrBelowMedianCadence": {
    "n": 29,
    "medianPlays": 91150.0,
    "medianPlaysPerFollower": 0.134
   },
   "note": "Negative and weak-to-moderate: in this sample creators who post more often have fewer plays per post and per follower. It is a correlation across 58 accounts of very different sizes and kinds, not a test of what happens when one account posts more. Heavy posters here include clip and compilation accounts whose model is volume."
  },
  "lifetimePostsByTier": {
   "under 10k": {
    "n": 5,
    "medianLifetimePosts": 14,
    "medianFollowersPerLifetimePost": 20
   },
   "10k to 100k": {
    "n": 7,
    "medianLifetimePosts": 78,
    "medianFollowersPerLifetimePost": 385
   },
   "100k to 1M": {
    "n": 17,
    "medianLifetimePosts": 634,
    "medianFollowersPerLifetimePost": 705
   },
   "over 1M": {
    "n": 29,
    "medianLifetimePosts": 1344,
    "medianFollowersPerLifetimePost": 2530
   }
  },
  "gardeningLifetimeCadence": {
   "n": 5,
   "medianLifetimePostsPerWeek": 4.44,
   "range": [
    1.47,
    5.94
   ],
   "medianFollowersPerPost": 1514,
   "note": "Lifetime posts divided by weeks since the account was created. A floor on real cadence (deleted videos are not counted) and an average over years, so it hides bursts and breaks."
  },
  "perCreator": [
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 4.95,
    "postsPerWeek": 14.15,
    "followers": 6800000,
    "lifetimePosts": 1400,
    "medianPlays": 29800.0,
    "playsPerFollower": 0.0044,
    "estWeeklyViews": 1861595,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 7.97,
    "postsPerWeek": 8.78,
    "followers": 7600000,
    "lifetimePosts": 2510,
    "medianPlays": 14061.5,
    "playsPerFollower": 0.0019,
    "estWeeklyViews": 480909,
    "lastPost": "2026-09-21",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 7.66,
    "postsPerWeek": 9.13,
    "followers": 3100000,
    "lifetimePosts": 2133,
    "medianPlays": 65050.0,
    "playsPerFollower": 0.021,
    "estWeeklyViews": 1439898,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 72.74,
    "postsPerWeek": 0.96,
    "followers": 4500000,
    "lifetimePosts": 982,
    "medianPlays": 1031450.0,
    "playsPerFollower": 0.2292,
    "estWeeklyViews": 1833492,
    "lastPost": "2026-09-12",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 60.94,
    "postsPerWeek": 1.15,
    "followers": 2900000,
    "lifetimePosts": 2239,
    "medianPlays": 388500.0,
    "playsPerFollower": 0.134,
    "estWeeklyViews": 861364,
    "lastPost": "2026-09-18",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 9.83,
    "postsPerWeek": 7.12,
    "followers": 2900000,
    "lifetimePosts": 546,
    "medianPlays": 559300.0,
    "playsPerFollower": 0.1929,
    "estWeeklyViews": 5146114,
    "lastPost": "2024-03-06",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 75.05,
    "postsPerWeek": 0.93,
    "followers": 4900000,
    "lifetimePosts": 487,
    "medianPlays": 765000.0,
    "playsPerFollower": 0.1561,
    "estWeeklyViews": 2051825,
    "lastPost": "2026-08-10",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 19.14,
    "postsPerWeek": 3.66,
    "followers": 2300000,
    "lifetimePosts": 102,
    "medianPlays": 19900.0,
    "playsPerFollower": 0.0087,
    "estWeeklyViews": 83679,
    "lastPost": "2026-09-19",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 7.79,
    "postsPerWeek": 8.99,
    "followers": 2000000,
    "lifetimePosts": 908,
    "medianPlays": 4936.0,
    "playsPerFollower": 0.0025,
    "estWeeklyViews": 64616,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "fitness",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 8.99,
    "postsPerWeek": 7.78,
    "followers": 966900,
    "lifetimePosts": 560,
    "medianPlays": 4880.5,
    "playsPerFollower": 0.005,
    "estWeeklyViews": 216582,
    "lastPost": "2026-09-21",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 37.02,
    "postsPerWeek": 1.89,
    "followers": 2900000,
    "lifetimePosts": 218,
    "medianPlays": 1350000.0,
    "playsPerFollower": 0.4655,
    "estWeeklyViews": 2928067,
    "lastPost": "2026-09-17",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "10k to 100k",
    "postsUsed": 10,
    "spanDays": 194.51,
    "postsPerWeek": 0.36,
    "followers": 11000,
    "lifetimePosts": 22,
    "medianPlays": 1223.5,
    "playsPerFollower": 0.1112,
    "estWeeklyViews": 4685,
    "lastPost": "2025-10-27",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 58.04,
    "postsPerWeek": 1.21,
    "followers": 22200000,
    "lifetimePosts": 507,
    "medianPlays": 39650000.0,
    "playsPerFollower": 1.786,
    "estWeeklyViews": 65887884,
    "lastPost": "2024-01-12",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 66.9,
    "postsPerWeek": 1.05,
    "followers": 2500000,
    "lifetimePosts": 1111,
    "medianPlays": 680200.0,
    "playsPerFollower": 0.2721,
    "estWeeklyViews": 1077869,
    "lastPost": "2026-09-09",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "under 10k",
    "postsUsed": 3,
    "spanDays": 0.01,
    "postsPerWeek": 3516.28,
    "followers": 3755,
    "lifetimePosts": 3,
    "medianPlays": 295800,
    "playsPerFollower": 78.775,
    "estWeeklyViews": null,
    "lastPost": "2026-08-04",
    "burstUpload": true
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 18.0,
    "postsPerWeek": 3.89,
    "followers": 3400000,
    "lifetimePosts": 764,
    "medianPlays": 157400.0,
    "playsPerFollower": 0.0463,
    "estWeeklyViews": 1121548,
    "lastPost": "2026-09-21",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 3.2,
    "postsPerWeek": 21.84,
    "followers": 2000000,
    "lifetimePosts": 1208,
    "medianPlays": 42500.0,
    "playsPerFollower": 0.0213,
    "estWeeklyViews": 1428127,
    "lastPost": "2026-09-21",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 12.43,
    "postsPerWeek": 5.63,
    "followers": 216600,
    "lifetimePosts": 634,
    "medianPlays": 831.5,
    "playsPerFollower": 0.0038,
    "estWeeklyViews": 4896,
    "lastPost": "2026-08-26",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 39.82,
    "postsPerWeek": 1.76,
    "followers": 2900000,
    "lifetimePosts": 1306,
    "medianPlays": 102450.0,
    "playsPerFollower": 0.0353,
    "estWeeklyViews": 593199,
    "lastPost": "2026-09-09",
    "burstUpload": false
   },
   {
    "niche": "cooking",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 37.96,
    "postsPerWeek": 1.84,
    "followers": 2000000,
    "lifetimePosts": 466,
    "medianPlays": 230750.0,
    "playsPerFollower": 0.1154,
    "estWeeklyViews": 1112118,
    "lastPost": "2026-09-15",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 6.06,
    "postsPerWeek": 11.56,
    "followers": 116800,
    "lifetimePosts": 162,
    "medianPlays": 254900.0,
    "playsPerFollower": 2.1824,
    "estWeeklyViews": 7569985,
    "lastPost": "2026-07-09",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 14.03,
    "postsPerWeek": 4.99,
    "followers": 203100,
    "lifetimePosts": 847,
    "medianPlays": 7012.5,
    "playsPerFollower": 0.0345,
    "estWeeklyViews": 45634,
    "lastPost": "2026-09-21",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 18.11,
    "postsPerWeek": 3.87,
    "followers": 3400000,
    "lifetimePosts": 1344,
    "medianPlays": 15650.0,
    "playsPerFollower": 0.0046,
    "estWeeklyViews": 461595,
    "lastPost": "2026-09-18",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 9.15,
    "postsPerWeek": 7.65,
    "followers": 646700,
    "lifetimePosts": 2145,
    "medianPlays": 11600.0,
    "playsPerFollower": 0.0179,
    "estWeeklyViews": 435591,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 10.04,
    "postsPerWeek": 6.97,
    "followers": 120900,
    "lifetimePosts": 699,
    "medianPlays": 19450.0,
    "playsPerFollower": 0.1609,
    "estWeeklyViews": 729231,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 318.04,
    "postsPerWeek": 0.22,
    "followers": 156200,
    "lifetimePosts": 247,
    "medianPlays": 14750.0,
    "playsPerFollower": 0.0944,
    "estWeeklyViews": 24418,
    "lastPost": "2026-08-19",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "over 1M",
    "postsUsed": 10,
    "spanDays": 12.99,
    "postsPerWeek": 5.39,
    "followers": 3300000,
    "lifetimePosts": 1053,
    "medianPlays": 149700.0,
    "playsPerFollower": 0.0454,
    "estWeeklyViews": 1191136,
    "lastPost": "2026-09-21",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 16.53,
    "postsPerWeek": 4.23,
    "followers": 266400,
    "lifetimePosts": 1245,
    "medianPlays": 18550.0,
    "playsPerFollower": 0.0696,
    "estWeeklyViews": 171332,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "100k to 1M",
    "postsUsed": 10,
    "spanDays": 10.34,
    "postsPerWeek": 6.77,
    "followers": 527400,
    "lifetimePosts": 1503,
    "medianPlays": 28200.0,
    "playsPerFollower": 0.0535,
    "estWeeklyViews": 422073,
    "lastPost": "2026-09-20",
    "burstUpload": false
   },
   {
    "niche": "personal finance",
    "tier": "10k to 100k",
    "postsUsed": 10,
    "spanDays": 50.03,
    "postsPerWeek": 1.4,
    "followers": 18000,
    "lifetimePosts": 116,
    "medianPlays": 25800.0,
    "playsPerFollower": 1.4333,
    "estWeeklyViews": 106133,
    "lastPost": "2024-04-19",
    "burstUpload": false
   },
   {
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