{
 "retrievedOn": "2026-10-08",
 "page": "/compare/tokconnect-vs-exolyt/",
 "tool": "video_comments",
 "note": "Top-level comments in TikTok's own \"relevant\" order, first 50 per video. Commenter identities removed. Themes assigned by keyword rules listed in derived.rules, checked by hand.",
 "pulls": [
  {
   "tool": "video_comments",
   "arguments": {
    "aweme_id": "7693956297313635614",
    "count": 50,
    "sort": "relevant"
   },
   "video": {
    "id": "7693956297313635614",
    "caption": "Any guesses? … the possibilities are Limitless. #rarebeauty #rarebeautyblush",
    "posted": "2026-10-07",
    "views": 78400,
    "likes": 8509,
    "comments": 148
   },
   "result": {
    "total": 148,
    "comments": [
     {
      "likes": 113,
      "replies": 3,
      "posted": "2026-10-07T16:59:43Z",
      "text": "I saw Pia Mia on her socials could it be her?!?? 😳",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 17,
      "replies": 1,
      "posted": "2026-10-07T17:05:29Z",
      "text": "Rare x beis pt.2 💖",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 414,
      "replies": 11,
      "posted": "2026-10-07T16:04:59Z",
      "text": "Justice for cream blush",
      "theme": "Product wishes"
     },
     {
      "likes": 125,
      "replies": 2,
      "posted": "2026-10-07T16:23:21Z",
      "text": "Tell me!!",
      "theme": "Asking what or when"
     },
     {
      "likes": 23,
      "replies": 10,
      "posted": "2026-10-07T17:37:19Z",
      "text": "Is that H??",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 12,
      "replies": 1,
      "posted": "2026-10-07T16:56:19Z",
      "text": "Lowkey the person in this video looks like Tate McRae 😂 maybe I’ve just got her on the brain",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T20:08:12Z",
      "text": "I see Pia in the reflection 😁",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 11,
      "replies": 3,
      "posted": "2026-10-07T19:13:51Z",
      "text": "Is it Pia Mia?",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T02:55:25Z",
      "text": "I just need the make up pouch💕",
      "theme": "Product wishes"
     },
     {
      "likes": 10,
      "replies": 2,
      "posted": "2026-10-07T16:04:11Z",
      "text": "Still waiting for new campaign or something with Ella bright 😐",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 23,
      "replies": null,
      "posted": "2026-10-07T16:02:54Z",
      "text": "I NEED A PR RIGHT NOW PLEASE",
      "theme": "Ready to buy"
     },
     {
      "likes": 17,
      "replies": null,
      "posted": "2026-10-07T16:06:00Z",
      "text": "my bag",
      "theme": "Ready to buy"
     },
     {
      "likes": 15,
      "replies": null,
      "posted": "2026-10-07T17:25:29Z",
      "text": "• Rare Beauty knows exactly what we need 😭🎀",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T05:11:50Z",
      "text": "Cant wait",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T04:01:29Z",
      "text": "idk what it is but I’m ready to add to my cart",
      "theme": "Ready to buy"
     },
     {
      "likes": 7,
      "replies": 1,
      "posted": "2026-10-07T16:02:35Z",
      "text": "OMGGG",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 6,
      "replies": null,
      "posted": "2026-10-07T16:34:39Z",
      "text": "I need this I this it's a lip gloss 😍 my miss Selena keep going",
      "theme": "Product wishes"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T02:41:19Z",
      "text": "BEIS x Rare Beauty!!!!!",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 8,
      "replies": null,
      "posted": "2026-10-07T17:25:30Z",
      "text": "Beis x rare beauty",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:17:04Z",
      "text": "The aesthetic, the products, the whole vibe… I’m obsessed with Rare Beauty 🎀🎀🎀🎀🎀✨✨️✨️✨️✨️✨️✨️✨️✨️",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 8,
      "replies": null,
      "posted": "2026-10-07T17:28:52Z",
      "text": "It’s with Beis!!!! 😍😍",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 5,
      "replies": 1,
      "posted": "2026-10-07T16:25:22Z",
      "text": "When is this coming out?",
      "theme": "Asking what or when"
     },
     {
      "likes": 2,
      "replies": 3,
      "posted": "2026-10-08T00:19:07Z",
      "text": "Rare x Rhode 👀",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 4,
      "replies": null,
      "posted": "2026-10-07T17:23:58Z",
      "text": "Can’t wait to find out what’s behind the pink 👀🩷",
      "theme": "Ready to buy"
     },
     {
      "likes": 2,
      "replies": null,
      "posted": "2026-10-07T17:34:08Z",
      "text": "O",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 2,
      "replies": null,
      "posted": "2026-10-07T17:24:27Z",
      "text": "Rare Beauty + pink = my weakness 💗",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 0,
      "replies": 1,
      "posted": "2026-10-07T16:09:05Z",
      "text": "💕💕💕I’m excited",
      "theme": "Ready to buy"
     },
     {
      "likes": 4,
      "replies": null,
      "posted": "2026-10-07T16:42:10Z",
      "text": "another Beis collab!",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 1,
      "replies": null,
      "posted": "2026-10-07T16:10:03Z",
      "text": "I can keep a secret besties 👀💗",
      "theme": "Ready to buy"
     },
     {
      "likes": 1,
      "replies": null,
      "posted": "2026-10-07T16:03:15Z",
      "text": "Firstt",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T21:17:50Z",
      "text": "close enough… WELCOME BACK BARBIE PINK BÉIS LUGGAGE 😂💖💖",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T21:14:59Z",
      "text": "no LIKEEEEE I CANT WAITTTTTT",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T20:50:59Z",
      "text": "",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T00:29:36Z",
      "text": "Ahhhhh pls the tea besties 👀🤭🤭",
      "theme": "Asking what or when"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T21:14:07Z",
      "text": "what is happening here?",
      "theme": "Asking what or when"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T20:14:02Z",
      "text": "Always a frustration! It never gets to Europe. I still want the bags and pouches from the collab with Beis 😭",
      "theme": "Availability"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T05:28:52Z",
      "text": "I CANT WAIT 💖💖",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T00:01:03Z",
      "text": "",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T04:13:51Z",
      "text": "So ready💖",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T22:37:11Z",
      "text": "Me too",
      "theme": "Other (emoji, reactions)"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T20:16:29Z",
      "text": "Lili ?",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T22:54:30Z",
      "text": "getting the new lip glosses and beis makeup bags in hot pink from the collab and getting them pretty soon again when is this coming again and can’t wait",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T00:08:23Z",
      "text": "I’ll wait",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T23:34:02Z",
      "text": "Pia mama Mia!!😍",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T22:14:48Z",
      "text": "Pia?",
      "theme": "Guessing the collab or face"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T23:03:31Z",
      "text": "IDCC JUST TAKE MY MONEYYY ALREADY 😍",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T21:43:24Z",
      "text": "TELL US NOW",
      "theme": "Asking what or when"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T22:10:58Z",
      "text": "Omg I can’t miss this collab again! I have the brush holder and am desperately looking for a new makeup bag 💕 hehe 🙃",
      "theme": "Product wishes"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T01:50:32Z",
      "text": "i can’t wait for the reveal 👀",
      "theme": "Ready to buy"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-07T21:26:11Z",
      "text": "🧳🧳🧳 coming !!!",
      "theme": "Other (emoji, reactions)"
     }
    ]
   }
  },
  {
   "tool": "video_comments",
   "arguments": {
    "aweme_id": "7693957511287721230",
    "count": 50,
    "sort": "relevant"
   },
   "video": {
    "id": "7693957511287721230",
    "caption": "This elevator is headed to level Limitless. Who’s coming?",
    "posted": "2026-10-07",
    "views": 592400,
    "likes": 90500,
    "comments": 747
   },
   "result": {
    "total": 747,
    "comments": [
     {
      "likes": 332,
      "replies": 7,
      "posted": "2026-10-07T16:07:15Z",
      "text": "I’ll come wherever rare beauty brings me but I’m guessing that Shay Mitchell might be taking this elevator with Selena 👀🩷"
     },
     {
      "likes": 49,
      "replies": 4,
      "posted": "2026-10-07T16:31:30Z",
      "text": "Is it Pia Mia"
     },
     {
      "likes": 3746,
      "replies": 5,
      "posted": "2026-10-07T16:15:33Z",
      "text": "Selena Gomez we need to talk cuz what are you planning"
     },
     {
      "likes": 1112,
      "replies": 5,
      "posted": "2026-10-07T16:06:39Z",
      "text": "OMGGGG WHO IS THATTTTT"
     },
     {
      "likes": 630,
      "replies": 3,
      "posted": "2026-10-07T16:31:13Z",
      "text": "Ouuuuu she’s glowing, she about to drop a new bombshell"
     },
     {
      "likes": 234,
      "replies": 5,
      "posted": "2026-10-07T16:41:35Z",
      "text": "ojalá algún día poder comprarme algo de Rare Beauty 🥹"
     },
     {
      "likes": 186,
      "replies": 2,
      "posted": "2026-10-07T16:18:29Z",
      "text": "Excuseeee me? I’m already obsessed!"
     },
     {
      "likes": 15,
      "replies": 1,
      "posted": "2026-10-08T00:04:31Z",
      "text": "MÍ REGALO DE CUMPLE😭🥰💖"
     },
     {
      "likes": 6,
      "replies": null,
      "posted": "2026-10-07T20:15:18Z",
      "text": "we have no one to talk about this with"
     },
     {
      "likes": 251,
      "replies": 1,
      "posted": "2026-10-07T16:20:39Z",
      "text": "Gorgeous"
     },
     {
      "likes": 109,
      "replies": null,
      "posted": "2026-10-07T16:17:32Z",
      "text": "Queen🔥"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T17:38:37Z",
      "text": "Omggggggggg, regresooooo la Diosaaaaaaa Selena Gómez 👸🏻💖💕✨✨"
     },
     {
      "likes": 92,
      "replies": null,
      "posted": "2026-10-07T16:39:08Z",
      "text": "MOOOTHER"
     },
     {
      "likes": 1,
      "replies": null,
      "posted": "2026-10-07T23:59:09Z",
      "text": "MOTHER IS MOTHERIIIING [Fuego]"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T03:31:23Z",
      "text": "i adore this moment and I love the Pop of color the pink lip gloss is so cute"
     },
     {
      "likes": 0,
      "replies": null,
      "posted": "2026-10-08T04:01:54Z",
      "text": "how soon ?!?!🤭"
     },
     {
      "likes": 31,
      "replies": null,
      "posted": "2026-10-07T16:18:34Z",
      "text": "aaaaah!! que hermosa la Amo mi Selena definitivamente es toda una reina 👑❤️"
     },
     {
      "likes": 10,
      "replies": null,
      "posted": "2026-10-07T16:25:28Z",
      "text": "selena agora não, estamos tendo crise no brasil"
     },
     {
      "likes": 136,
      "replies": 1,
      "posted": "2026-10-07T16:14:09Z",
      "text": "wait what??? Queen Selly"
     },
     {
      "likes": 70,
      "replies": 3,
      "posted": "2026-10-07T16:10:07Z",
      "text": "Miss Gomez can we talk about your glow up lately🤭🤭❤️🔥"
     },
     {
      "likes": 44,
      "replies": null,
      "posted": "2026-10-07T16:16:01Z",
      "text": "no word can describe my love for herrr"
     },
     {
      "likes": 8,
      "replies": 7,
      "posted": "2026-10-07T17:26:54Z",
      "text": "OMG Who's she?"
     },
     {
      "likes": 65,
      "replies": null,
      "posted": "2026-10-07T16:07:58Z",
      "text": "That's my Favorite queen Selena Gomez 😍"
     },
     {
      "likes": 9,
      "replies": 1,
      "posted": "2026-10-07T17:31:28Z",
      "text": "can we get a hint ?"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T18:46:19Z",
      "text": "Someone please remind this makeup saleswoman that she is a fantastic singer and we miss her on stage"
     },
     {
      "likes": 6,
      "replies": null,
      "posted": "2026-10-07T16:18:28Z",
      "text": "Yaaaas omg😍"
     },
     {
      "likes": 12,
      "replies": null,
      "posted": "2026-10-07T16:13:01Z",
      "text": "Omg she is stunning"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:28:07Z",
      "text": "hey Selena im a really big fan"
     },
     {
      "likes": 10,
      "replies": null,
      "posted": "2026-10-07T16:12:50Z",
      "text": ""
     },
     {
      "likes": 11,
      "replies": null,
      "posted": "2026-10-07T16:18:17Z",
      "text": "😁"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:47:18Z",
      "text": "shes glowing 💖❤️"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:11:19Z",
      "text": "Hello rare beauty[Coração vermelho]"
     },
     {
      "likes": 11,
      "replies": null,
      "posted": "2026-10-07T16:19:04Z",
      "text": "I think its alex russo"
     },
     {
      "likes": 7,
      "replies": null,
      "posted": "2026-10-07T16:16:47Z",
      "text": "Selena"
     },
     {
      "likes": 6,
      "replies": null,
      "posted": "2026-10-07T16:51:38Z",
      "text": "omg who is that 😭"
     },
     {
      "likes": 6,
      "replies": null,
      "posted": "2026-10-07T16:09:02Z",
      "text": "Damm babeeeeee"
     },
     {
      "likes": 6,
      "replies": null,
      "posted": "2026-10-07T16:36:46Z",
      "text": "Shes HEALING & she looks so #HAPPY ❣️🥰😘❤💯"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:30:31Z",
      "text": "queeen"
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:23:16Z",
      "text": "i love you Selena"
     },
     {
      "likes": 9,
      "replies": null,
      "posted": "2026-10-07T16:27:59Z",
      "text": "Queen selena"
     },
     {
      "likes": 10,
      "replies": null,
      "posted": "2026-10-07T18:06:25Z",
      "text": "I think it's Pia Mia. It has to be her"
     },
     {
      "likes": 33,
      "replies": 1,
      "posted": "2026-10-07T16:53:54Z",
      "text": "Definitely Shay Mitchell"
     },
     {
      "likes": 7,
      "replies": null,
      "posted": "2026-10-07T16:08:06Z",
      "text": ""
     },
     {
      "likes": 5,
      "replies": null,
      "posted": "2026-10-07T16:07:23Z",
      "text": "my queen 🥰"
     },
     {
      "likes": 5,
      "replies": 1,
      "posted": "2026-10-07T16:26:52Z",
      "text": "Who else thought about The Devil Wears Prada? 😂 I know it's not it, but that was my first thought"
     },
     {
      "likes": 4,
      "replies": null,
      "posted": "2026-10-07T16:07:15Z",
      "text": "I spy another beis collab incoming 👀"
     },
     {
      "likes": 3,
      "replies": null,
      "posted": "2026-10-07T22:17:36Z",
      "text": "selena bebê agr não o brasil tá lutando contra o fascismo"
     }
    ]
   }
  }
 ],
 "derived": {
  "teaserVideo": "7693956297313635614",
  "commentsRead": 50,
  "themeCounts": {
   "Guessing the collab or face": 17,
   "Ready to buy": 14,
   "Other (emoji, reactions)": 9,
   "Asking what or when": 5,
   "Product wishes": 4,
   "Availability": 1
  },
  "themeLikes": {
   "Guessing the collab or face": 213,
   "Product wishes": 420,
   "Asking what or when": 130,
   "Ready to buy": 60,
   "Other (emoji, reactions)": 17,
   "Availability": 0
  },
  "commentsMentioningBeis": 8,
  "commentsMentioningPia": 5,
  "mostLikedComment": {
   "text": "Justice for cream blush",
   "likes": 414,
   "replies": 11
  },
  "rules": {
   "Availability": "europe",
   "Guessing the collab or face": "pia|beis|rhode|\\bh\\?\\?|tate|lili|ella bright|luggage",
   "Asking what or when": "tell|when|what is happening|hint|tea besties|how soon",
   "Product wishes": "cream blush|lip gloss|make ?up (pouch|bag)|brush holder|pouch",
   "Ready to buy": "cart|take my money|i need|my bag|pr right now|ready|can.?t wait|cant wait|i.?ll wait|excited|keep a secret|knows exactly"
  }
 }
}