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N=4 / 50

Predictions return as Directional until N≥50 in this cell.

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Competitive intelligence · CEMEX · Mexico

Where the engagement actually goes

Public engagement metadata across the category, refreshed weekly. Last updated 2026-06-14.

58×creator vs CEMEX · Instagram engagement

On Instagram, the creator @juve3dstudio out-engages CEMEX by 58× on likes. But that headline hides the real story — keep reading.

Look closer — the reach is fine, the engagement rate isn't

The 58× is a likes-only number, and likes conflate two different things: how many people see a reel (reach) and how many engage (rate). Pull the view counts on a matched sample of 12 recent reels each, and the picture changes. CEMEX is not short on reach — it gets ~529,000 views per reel. The gap is engagement rate: viewers watch and scroll past. That's a creative problem, not a distribution problem — and it's the one CTX is built to fix.

AccountReelsAvg views (reach)Engagement rate
@juve3dstudio121,239,8336.61%
CEMEX México12529,0000.37%
Holcim México122,222too few engagements to rate
Reach gap 2.3×Engagement-rate gap 18× — the real lever

Reach gap creator-vs-CEMEX: 2.3× (not 58×). Engagement-rate gap: ~18× — the real lever. Holcim sits at ~2,200 views/reel: effectively absent. Equal N=12 reels/account for reach; rate computed where likes are known (CEMEX 8, creator 7 reels).

Creator reach
1.24M
@juve3dstudio · avg views/reel
CEMEX reach
529k
avg views/reel — not a minnow
CEMEX eng. rate
0.37%
likes per view
Creator eng. rate
6.61%
likes per view — 18× CEMEX

Channel benchmarks

instagram

3 tracked

Ranks on sends + saves (DM-shares carry 3–5× a like). Worst-ER channel of the three — needs an endorsable, shareable moment, not reach.

AccountRolePostsAvg likesTop
@juve3dstudioCreator791,006208,980
CEMEX MéxicoCEMEX81,5653,607
Holcim MéxicoCompetitor44181

youtube

1 tracked

Satisfaction-weighted session time + CTR gate; first-30s retention cliff. CEMEX's strongest channel by far.

AccountRolePostsAvg viewsTop
CEMEX MéxicoCEMEX101,441,5092,720,843

Top performing posts in the category

208,980likes@juve3dstudio3D construction build reel110,478likes@juve3dstudioProcess / build reel3,607likesCEMEX MéxicoCEMEX México reel (best performer)2,720,843viewsCEMEX MéxicoEl Día del Albañil — reconoce a quienes hacen posible cada obra81likesHolcim MéxicoHolcim México reel (best performer)

What this means for CEMEX

01

The IG competitor is creators, not Holcim

Holcim México averages 41 likes a reel — effectively absent. CEMEX (1,565) already beats them 38×. The engagement that's actually being won on Instagram is going to independent creators posting process and 3D-build content. Benchmark against them, not the incumbent brand.

@juve3dstudio 91,006 avg likes · CEMEX 1,565 · Holcim 41

02

CEMEX's winning format already exists — on the wrong channel

"El Día del Albañil" (celebrating the people who build) is a YouTube giant: 2.7M views on the top cut, 1.44M average across the channel. That worker- and process-led story is exactly the format winning on short-form. It just hasn't been adapted to vertical Instagram.

CEMEX YouTube 1,441,509 avg views vs 1,565 avg IG likes

03

Translate worker + process content to vertical short-form

The creator's edge is watchable process: cranes, pours, 3D builds, hands at work. CEMEX owns the real version of that at scale (sites, crews, Día del Albañil). Re-cut existing footage to a 9-second hook + process payoff for Reels and Shorts before commissioning anything new.

Process/ASMR format wins on all three short-form feeds (channel research)

04

Day-one move: borrow the distribution while you build

Collaborating with or contracting the creator borrows a proven 90k-like audience immediately while CEMEX's owned short-form ramps. The asset you'd be buying is distribution, not editing — the metadata makes that case for you.

Creator's account/audience is the lever; owned ramp is the long game

Neural layer

calibrating

Neural-video scoring is in calibration. We deliberately lead with behavioral evidence (the engagement data above) and validate the per-second neural read against a deeper model before attaching causal weight to it. Rigor over reach: you'll see the neural layer here once it separates strong creative from weak on video, not before.

Source: Impleia competitive-intel engine — public engagement metadata via yt-dlp, refreshed weekly. Account averages as-tracked; per-post snapshots accrue trajectory over time. Metadata only — no private/account data accessed.