What the new analytics screenshots actually show, and what it means for our 3-pack launch.
Source: Amazon category sales data (Net OPS)Marketplace: amazon.com.mxWindow: Jun 12–17, 2026 (per-ASIN) · Jun 11–17 (category split)Basket: ~50 hand-picked ASINsCaptured: 2026-06-19
Net OPS (basket)
MX$75.4K
▲ 437% YoY
Net Units
206
▲ 358% YoY
Glance Views
6,994
▲ 445% YoY
Recognized Visitors
3,912
▲ 400% YoY
GV Conversion
2.94%
▼ 56 bps YoY
Avg order value
~MX$366
$75.4K ÷ 206
⚡ The 6 things that matter
This is the multipack basics + athletic-tee segment — our exact lane. ~50 ASINs did MX$75–81K in one week (≈ MX$325–350K/month extrapolated). It is the closest competitive set we have to Milo's 3-pack.
The segment is exploding: every metric up 4–4.5× YoY. Demand is real and growing fast — but off a small base (a year ago this was ~MX$15–18K/week), so treat the % as "category waking up," not maturity.
Athletic / quick-dry dominates: 65% of sales. Cotton basics (our product) is the smaller 35%. The biggest money is in performance multipacks — a fabric Milo doesn't make yet.
Two players own 58% of the basket: VIOPY (32%) and two faceless generic 6-packs (25%). No brand equity, weak photography — beatable with a real brand.
Alfani is our truest comp (≈14%, 3-pack premium cotton crew). Its 3-packs sell at ~MX$375/order. Milo MidBrand ($299–349) cleanly undercuts it.
Premium 3-packs barely sell here. HUGO BOSS, Calvin Klein, Champion = ~MX$0 in the window. ⚠ Milo PremiumBrand at $499–599 is priced into 6-pack territory against names that aren't moving units.
What this data covers (read first)
This is Amazon category-sales data for amazon.com.mx, reported in MXN and compared year-over-year. The view was built by selecting ~50 specific men's t-shirt ASINs (mostly multipacks) and pulling their combined performance — Net OPS (sales), units, glance views and conversion.
Scope: every total below is the total for these ~50 ASINs — a curated competitive basket, not the entire men's-tee category (which is larger). Read the numbers as "how this specific set of competitors is doing," not "the whole market."
The window is clean: Jun 11–17 sits entirely after Hot Sale 2026 (which ended Jun 2), so unlike the May pull, no Hot-Sale normalization is needed here.
Glosario — category metrics
Net OPS — Net Ordered Product Sales
Total peso value of items ordered, net of cancellations/returns, in the window. (Ventas netas ordenadas, en MXN.) This is the headline "sales" number.
Net Units
Number of units (packs) ordered, net of returns. (Unidades netas — cada pack cuenta como 1.)
Glance Views (GV)
Number of times the product detail page was viewed. (Vistas a la página de producto.) Amazon's "traffic" metric.
Recognized Visitors
Unique identified shoppers who viewed the page. (Visitantes únicos reconocidos.) Lower than GV because one visitor can glance multiple times.
Glance View Conversion
Net Units ÷ Glance Views = % of page views that became an order. (Conversión: % de vistas que terminaron en compra.) The category here runs ~2.8–2.9%.
YoY / bps
Year-over-year change vs. the same window in 2025. "bps" = basis points (100 bps = 1 percentage point), used for conversion deltas.
Note: BSR (Best Sellers Rank) is not present in this dataset — it reports sales directly, so no BSR ranges table is needed here.
Athletic vs. Basics — where the money is
The category breakdown (Jun 11–17 window, total MX$81,195.59) splits the basket into two real sub-segments:
Men's Athletic 1700
MX$52,596 · 65%
▲ 503% YoY
Men's Tops 1600
MX$28,624 · 35%
▲ 271% YoY
Boys 3400
~0
−MX$24 (returns)
The strategic fork. Milo's base product (M&O 4800 Gold, cotton) competes in Men's Tops (35%) — against Alfani, Aditivo and VIOPY's vintage line. The bigger pool (Athletic, 65%) is quick-dry performance fabric we don't currently make. Roughly two of every three pesos in this category are in a product we'd have to add to chase.
ASIN leaderboard (Jun 12–17, by Net OPS)
The 50-ASIN basket ranked by sales. Type tags: ATH athletic/quick-dry · BASIC cotton basic/casual · PREMIUM brand-name premium. "AOV" = Net OPS ÷ units = effective price per pack.
#
ASIN
Brand / product
Type
Net OPS
Units
GV conv.
~AOV/pack
1
B0GDXRVPD1
Generic — 6-pc quick-dry sport tee
ATH 6-pk
$10,857
23
4.02%
$472
2
B0GDXDMR64
Generic — 6-pc quick-dry sport tee
ATH 6-pk
$8,208
17
5.32%
$483
3
B0GL6XJTYW
VIOPY — quick-dry, paquete de 3
ATH 3-pk
$4,726
18
7.11%
$263
4
B0FXRG6X2R
olbaaA — 4/6-pc training tee
ATH 4/6-pk
$4,110
7
2.76%
$587
5
B0F2MP36FP
VIOPY — vintage verano oversize
BASIC 3-pk
$4,099
11
1.66%
$373
6
B0G528K98H
VIOPY — vintage verano oversize
BASIC 3-pk
$3,647
10
5.00%
$365
7
B0F3778YR9
VIOPY — quick-dry, paquete de 3
ATH 3-pk
$3,086
12
2.84%
$257
8
B0F375WBWW
VIOPY — quick-dry, paquete de 3
ATH 3-pk
$2,887
11
1.87%
$262
9
B0FV7269CH
Hekyip — Pack de 6 deportivas
ATH 6-pk
$2,410
4
4.30%
$603
10
B0FV6VFV6L
Hekyip — Pack de 6 deportivas
ATH 6-pk
$2,410
4
1.77%
$603
11
B0F385MT64
Alfani — 3-pack básica premium, cuello redondo
BASIC 3-pk
$2,260
6
5.08%
$377
12
B0F2MQDW6D
VIOPY — vintage verano oversize
BASIC 3-pk
$2,186
6
1.80%
$364
13
B0DGGXWGFJ
Jesir — 3-pc manga larga running
ATH 3-pk
$1,950
6
4.41%
$325
14
B0F385D84T
Alfani — 3-pack básica premium
BASIC 3-pk
$1,873
5
3.10%
$375
15
B0DYF5V4M3
VASA NAMA — 3-pc fitness sport shirt
ATH 3-pk
$1,860
11
7.05%
$169
16
B0G528Y7ZD
VIOPY — vintage verano
BASIC 3-pk
$1,853
5
2.24%
$371
17
B0F3VY7MGD
GOMITA — playeras gym / running
ATH multi
$1,669
5
8.92%
$334
18
B0G5284BS9
VIOPY — vintage verano
BASIC 3-pk
$1,616
5
2.41%
$323
19
B0F393HGXG
Alfani — 3-pack básica premium
BASIC 3-pk
$1,548
4
5.47%
$387
20
B0F39K86CY
Alfani — 3-pack básica premium
BASIC 3-pk
$1,161
3
1.65%
$387
21
B0F39GQPFD
Alfani — 3-pack básica premium
BASIC 3-pk
$1,161
3
3.37%
$387
22
B0F38VSMRG
Alfani — 3-pack básica premium
BASIC 3-pk
$1,161
3
3.29%
$387
23
B0FVFR2GR3
Generic — 3/6-pc fitness sport shirt
ATH 3/6-pk
$1,118
2
3.38%
$559
24
B0H29PRTTV
MBVBN — camisetas deportivas
ATH multi
$1,081
6
8.82%
$180
25
B0GHNFLC72
CAFULLZYOU — paquete de 6 deportivas
ATH 6-pk
$914
4
4.00%
$229
26
B0F38W6R2K
Alfani — 3-pack básica premium
BASIC 3-pk
$774
2
12.50%
$387
27
B0F2GVY9F1
Alfani — polo sport 3-pack
BASIC 3-pk
$680
1
3.70%
$680
28
B0G91KSK19
GOMITA — playeras gym
ATH multi
$655
2
3.50%
$328
29
B0DFZ3JYX3
Hanes — cuello V algodón, paquete 6
BASIC 6-pk
$612
1
2.12%
$612
30
B0DR9F7Y7Y
Aditivo — básicas cuello redondo, pack 3
BASIC 3-pk
$602
2
6.45%
$301
31
B0DR9CRW3B
Aditivo — básicas cuello redondo, pack 3
BASIC 3-pk
$602
2
6.89%
$301
32
B0FVNN4H26
Lacoste
PREMIUM
$454
1
2.50%
$454
33
B0GHNLHFQJ
CAFULLZYOU — paquete de 6 deportivas
ATH 6-pk
$421
2
2.81%
$211
34
B0F38TMRKB
Alfani — 3-pack básica premium
BASIC 3-pk
$387
1
1.92%
$387
35
B0G528V8LB
VIOPY — vintage verano
BASIC 3-pk
$371
1
0.35%
$371
36–50
15 ASINs
Lacoste, Calvin Klein, HUGO BOSS, Hanes, Aditivo, T-FOUR, Eadali (oversize), Dos Puntos, Rinforo, Optima…
PREMIUM / mix
~$0
0
—
—
Extraction sums to exactly MX$75,412 (the tool's reported total), so the list is complete and internally consistent. AOV is rounded; pack sizes inferred from the Spanish titles.
Brand concentration — who owns the category
Rolling the leaderboard up by brand/group. Top 5 groups = 84% of all sales. Two names — VIOPY and the faceless generic 6-packs — own 58%.
VIOPY is the brand to study. It runs two product lines in parallel — quick-dry sport 3-packs (athletic) and vintage oversize 3-packs (basics) — and wins slots in both. Nine ASINs, ~MX$105K/month extrapolated. Reverse-engineer its listings, photos, and review base.
25% of the category is two anonymous generic 6-packs with no brand. They win purely on price-per-shirt and pack size. That share is structurally vulnerable to a branded entrant with better creative.
Alfani proves mid-tier branded cotton 3-packs sell. It's a Macy's house brand (premium basics, crew neck) — the single closest analog to Milo MidBrand. ~MX$43K/month across its ASINs at ~MX$375/pack.
Premium names are present but dormant. HUGO BOSS, Calvin Klein, Champion, most Lacoste = essentially zero units in the window. On Amazon MX right now, the multipack tee shopper is buying value, not logos.
Oversize / "vintage verano" / drop-shoulder is a live style signal (VIOPY's basics line, Eadali "gran tamaño hombros caídos"). Worth noting for product design.
Pricing & conversion benchmarks
Price bands (effective price per pack = Net OPS ÷ units)
Pack format
Typical pack price
Implied per-shirt
Notes
3-pack (cotton basic / athletic)
MX$260–390
~MX$85–130
The volume band. VIOPY, Alfani, Aditivo all here.
6-pack (quick-dry athletic)
MX$470–600
~MX$78–100
Higher ticket, lower per-shirt — the top 2 sellers.
Cheap-end 3-pack (VASA NAMA, MBVBN)
MX$170–230
~MX$56–77
Best conversion (7–9%) — price-led.
Basket average order
~MX$366
—
$75,412 ÷ 206 units.
Conversion
Category Glance-View conversion is ~2.9% (and down 56 bps YoY — more listings are diluting it). Individual winners do far better:
Price-led ASINs convert hardest: the cheapest 3-packs (VASA NAMA 7.1%, MBVBN 8.8%, GOMITA 8.9%) and Alfani's clearance-priced ASIN (12.5%).
High-traffic / low-conversion listings (VIOPY oversize at 0.35–1.8% on 200–500 visitors) are pulling lots of glance views but converting poorly — a sign of either price resistance or listing/photo gaps. An opening for a sharper competitor.
Use 2.9% as the planning conversion floor for a new, well-built Milo listing, with 4–6% achievable once reviews accumulate and price/photos are dialed in.
What it means for Milo
1. Our price points, checked against real sales
Milo line
3-pack price
Sits where in the data
Verdict
MidBrand
$299–349
Just under the 3-pack volume band ($260–390); undercuts Alfani ($375)
✓ In the sweet spot
PremiumBrand
$499–599
Above the 3-pack band, into 6-pack ticket territory; ~$166–200/shirt vs. category $85–130
⚠ Priced where premium names aren't selling
MidBrand is well-aimed. A $299–349 branded cotton 3-pack lands right where Alfani, VIOPY-vintage and Aditivo are actively converting, while undercutting Alfani by ~10–20%. This is the launch product the data most supports.
PremiumBrand needs a re-think on Amazon MX specifically. At $499–599 a 3-pack costs the same as a 6-pack and ~4–7× the per-shirt price of the volume sellers — into the zone where HUGO BOSS / Calvin Klein 3-packs are doing ~zero units. That doesn't kill PremiumBrand; it says Amazon MX is probably not its launch channel. PremiumBrand likely belongs first on Shopify / MercadoLibre where brand story carries the price. Worth an explicit decision.
2. The product-fabric question we now have to answer
65% of category sales are quick-dry athletic multipacks; Milo currently makes cotton basics (the 35% lane). Two honest paths:
Stay focused (recommended for launch): win the cotton-basics 3-pack against Alfani/VIOPY-vintage with better brand + photography. Smaller pool, but it's our product and the entrenched players are beatable.
Add an athletic line (Phase 2 evaluation): the biggest money and the weakest brands (faceless generic 6-packs at 25%) live here. A branded quick-dry 3/6-pack is the single largest share-grab opportunity in the data — but it's a new fabric/SKU, so it's a deliberate roadmap item, not a launch scramble.
3. Realistic TAM & targets for a 3-pack entrant
Benchmark
Weekly Net OPS
~Monthly (×4.33)
Whole 50-ASIN basket
$75–81K
~$325–350K
One Alfani-class slot (our nearest comp)
$1.5–2.3K
~$6.5–10K
One VIOPY-class hero ASIN (upside ceiling)
$3–4.7K
~$13–20K
New entrant, first 6 months (0–30 reviews)
—
~$1–3K
This upgrades the earlier Brand-Analytics read. That doc benchmarked Milo against a single Hanes 6-pack (~$13.7K/mo). This basket shows the real multipack arena is bigger and more contested — VIOPY alone does ~$105K/mo across its ASINs — so the steady-state ceiling for a strong Milo hero ASIN is higher (VIOPY-class), but day-one competition is tougher.
4. Concrete competitive intel to act on
Tear down VIOPY (B0GL6XJTYW quick-dry + B0F2MP36FP vintage): titles, A+ content, photo style, price ladder, review velocity. It's the template.
Tear down Alfani (B0F385MT64): it's the branded-basics playbook at our exact price tier.
Attack the generic 6-packs' weakness (B0GDXRVPD1, B0GDXDMR64): they win on price/pack but have no brand or lifestyle imagery — exactly what an agent-run creative pipeline can out-execute.
Mind the oversize/drop-shoulder trend in the basics lane when finalizing fit/silhouette.
Caveats & data quality
Short window. 6–7 days only (mid-June). Good for a snapshot, not a trend. Don't annualize naively — the ×4.33 monthly figures are rough directional estimates I derived, not part of the source data.
Curated basket, not the whole category. ~50 hand-picked ASINs. The true men's-tee category on Amazon MX is larger; these totals are the basket's, not the market's.
"Only first 50 unique values were selected" — the tool capped the selection, so some intended ASINs may have been dropped.
YoY off a small base. +400% looks huge because mid-2025 was tiny. It signals a fast-emerging segment, not a mature one.
Pack sizes & AOV are inferred from Spanish titles and Net OPS ÷ units; treat per-shirt prices as ±15%. Some titles read "5 or 3 piece" — ambiguous pack counts.
Net OPS is net of returns (note the −$24 in Boys), so it slightly understates gross demand.
Recommended next steps
Lock MidBrand as the Amazon MX launch SKU at $299–349 — the data backs it cleanly.
Make an explicit channel decision on PremiumBrand ($499–599): Shopify/MercadoLibre first, Amazon MX later (or reprice). Don't launch it into the dormant-premium zone by default.
Add "athletic quick-dry 3/6-pack" to the roadmap as a Phase-2 evaluation — it's where 65% of the money and the weakest brands are. Check whether M&O can supply a performance blend.
Run competitor tear-downs on VIOPY and Alfani (assign to the research / creative agents) and feed findings into listing + photo briefs.
Model the financials with these numbers: 2.9% conversion floor, ~MX$330 AOV for a 3-pack, $1–3K/mo for months 0–6, $6.5–10K/mo at one Alfani-class steady state.
Ask for a longer data pull if available (30–90 days, and ideally the full category not a 50-ASIN cap) to firm up the TAM and seasonality.