INSIGHTS-DEEP: what her data says about a book quote page (GBTM)

Research & Strategy, Tue 20 Oct 2026. Brand: Girl Be Too Much only. Internal: these numbers are not for public copy.

Sources - [DD] 60-day deep dive, attachment 01M5DBDA63Q4JJW7ANKT4RR1YR.pdf (3 May–30 Jun 2026). - [MI] /workspace/central-media/ig-archive/MASTER-INDEX.csv: 29,976 posts. 15 are tagged GBTM, all 3–29 Jul 2026. Likes were captured at scrape time. Saves, shares and comments read "NOT AVAILABLE" or 0. - [K] ig-archive/KEEP-100K-PLUS.csv: 252 posts at 100K+ views. - [MK] media-kit figures as recorded in ../INSIGHTS.md. - [BOOK] attachment 01M5DBCJ6H5HNNX50M8NDKAFP2.pdf. - Web sources, all accessed 20 Oct 2026: Social Media Today on Mosseri's ranking signals (https://www.socialmediatoday.com/news/instagram-shares-algorithm-insights-2025/738034/); ALXO's "Instagram ranking in 2026" (https://alxo.ae/whats-on/instagram-ranking-2026-signals-on-the-record/); Amazon Community Guidelines (https://www.amazon.com/gp/help/customer/display.html?nodeId=GLHXEX85MENUE4XF).

Top 8 insights

1. The quote card is already her best product. In [DD] §2, the cream-and-ink "Girl, …" cards top her 1-year repost leaderboard. "Girl, be unbothered." reached 1.37M views and 1.5M accounts, with 102.4K likes, 21.6K reposts, 21K saves and 1,059 direct follows. It was her highest-engaging post of the period. Turning @victoriaeverest_ into a quote page doubles down on what works rather than starting over.
2. Static posts beat reels on her account. June per [DD] §2, Engine 5: posts got 152K saves against 91K for reels, 100K reposts against 23K, and 13M reach against 8.3M. A quote page built mostly on cards and carousels fits her data. Reels stay in the mix as the discovery layer (one a day).
3. The winning formula is a short command in her voice, then a confessional caption. The [DD] leaderboard lines are 3–5 words: "Girl, be unbothered." / "Girl, be too much." / "Girl, remember this." / "Girl, look at you." / "She is not for everyone." Her best GBTM post in [MI] has a 4-word cover line ("Too aware to manipulate.", 9-slide carousel, 37,811 likes at scrape). Its caption runs 43 words. The others run 120–400. Rule: cover line of 12 words or fewer. Longer book passages go on slides 2 and after.
4. Sends (DM shares) are what reaches strangers. Write for "send this to her". Mosseri says watch time, likes and sends are the top signals, and sends count most for reaching non-followers (Social Media Today; ALXO, 2026). Her reach is 73.1% [MK] to 80% [DD] non-follower, and the faith cards "share at an unusually high rate relative to likes" [DD]. So about 1 in 4 posts carries a "Send this to her" CTA, and the Christmas version is "send this to your sister or your mum".
5. Faith and lineage are her deepest-loyalty content, and the book is full of them. "Before God Elevates You." got 522K views and 7.2K shares [DD]. It is now Chapter 6's title (p75). The book holds dozens of grandmother, mother and bloodline lines (pp7, 45, 49, 57–69, 76, 133, 148–156). Her mother Fatma's story (pp2, 58–69) is the emotional core she wants to lead with. Her own "If your mum is still here today, call her ❤️" carousel (Mar 2026) is a proven theme on her account.
6. Her bio link was losing people, so the DM keyword matters. In June she had 462,316 profile visits and 13,474 bio-link taps, a 2.9% tap rate against a 5% target [DD §3.3]. "Comment BOOK" puts the link in their DMs. This is the mechanic behind the launch-playbook winners (Jessi Jean: 38 of 79 captions use a comment keyword; /workspace/research/creator-launches/LAUNCH-PLAYBOOK.md). It has to be tested before 1 Nov. There is no ManyChat data at all (v4.0 §2).
7. Comments were off, and stories and Lives were barely used. [DD] §3.2 says every post showed 0 comments. Comment BOOK needs comments switched on for @victoriaeverest_, with moderation filters. Stories reached 1.2M views against 13M for posts, and Lives reached 0–2.5K [DD §3.4–3.5]. Both are cheap upside for a launch.
8. Her 100K+ archive is mostly her other brand. Only about 66 posts are other topics, and only some of those fit a quote page. Of the 252 posts in [K], 186 are tagged to her other brand. Those can't move to a book quote page without blurring the brands. The usable reruns are the [DD] leaderboard cards, the 15 GBTM cards in [MI], and about 11 mindset or self-love reels at 100K–184K views (e.g. "Don't ever let them tell you it isn't possible." 183,717; "stay UP" 165,556; "evolve or repeat" 162,314). See VIRAL-RERUNS.md.

Also worth knowing

• Posting times (weak signal, n=15). In [MI] her top GBTM posts went out at 2:26 PM (37.8K likes), 8:40 AM (18.9K) and 4:53 AM (11.8K) Jamaica time (UTC 19:26 / 13:40 / 09:53). Her audience is 55.5% US [MK]. The plan uses 8 AM / 2 PM / 8 PM Jamaica (9 AM / 3 PM / 9 PM US Eastern after US clocks change on 1 Nov). Analytics should A/B test this (LAUNCH-STRATEGY §6).
• Carousels: her GBTM carousels ran 8–10 slides [MI]. Mosseri says carousels often get re-shown to people at the next slide, and carousels with music can appear in the Reels tab (ALXO).
• Momentum fades with fatigue. Daily views fell from about 1.3M to about 300K after mid-June [DD §3.1]. The FB page lesson was that volume of weak posts pulls a page down (/workspace/analytics/BOTTLENECK-DEEP-DIVE-20261012.md). Hold at 3 feed posts a day, rotate the 5 templates, and wait at least 28 days before repeating a quote (the generator enforces this where it can).
• Audience: women (still to be confirmed); 55.5% US; strangers first. The book is UK English. US readers need the Amazon.com link in the DM.
• Name collision: another Girl, Be Too Much (Kyra Collins) and a same-name event on 24 Oct in Trussville, AL (/workspace/research-digests/2026-10-19-weekly-competitor-digest.md). Every post carries "by Victoria Everest" and the subtitle.
• Amazon reviews: reviews from family, close friends and business associates are prohibited, as are incentivised reviews. Advance reader copies of books are allowed, but the author can't require a review or try to steer it (Amazon Community Guidelines, accessed 20 Oct 2026).
• Data gaps: there are no saves, shares or reach per post in the scrape. The scrape ends 6 Aug, so nothing from after the restore. There's no IG Insights export for @victoriaeverest_. Analytics needs an Insights export or Meta Business Suite access to measure the quote page properly.