Unilever International · Market Intelligence
MODELLED DEMO
15 markets · €2,690 m modelled
avg +6.0% · 5 markets ≥7%
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White-space footprint of Unilever International — markets where Unilever builds brands with no local operating company. Click a node to drill in.
Market tier
Engine
Scale
Build
Watch
Portfolio overview

15 white-space markets · €2,690 m modelled

Markets
15
white-space footprint
Modelled revenue
€2,690 m
55% in engines
Avg growth
+6.0%
5 markets ≥7%
Fastest
Uzbekistan
+11.5%
Fastest-growing market?Highest opportunity?Biggest competitors?Channel mix?Social commerce leaders?DemographicsGCC overviewTravel-retail nodes
Why this matters
What a live, AI-powered market console changes for the Unilever International board.
The problem today
Market intelligence lives in scattered decks, spreadsheets and inboxes — stale the moment it’s built.
Answering “where should we invest next?” means a multi-week analyst scramble across teams.
No single, trustworthy view of size, growth, competition and channel across the white-space footprint.
With Microsoft AI
Microsoft Fabric unifies every market, brand and competitor signal into one governed data layer.
Copilot turns that layer into a console you interrogate in plain language — answers in seconds, with the trace behind every number.
Setel, a Microsoft Solutions Partner, builds and runs it on your tenant — secure, governed, yours.
Decision speed
Weeks → seconds
Market reviews that take an analyst weeks to assemble become a question you ask and answer live.
Coverage
15 → 70+ markets
The same console scales from this 15-market demo to UI's full white-space footprint with no re-tooling.
One source of truth
€2,690 m in one view
Every market, brand, channel and competitor signal fused into a single board the exec team can drill.
Growth capture
+7.5% vs +6.4%
Frontier build markets are compounding far faster than the engines — the console surfaces where to lean in early.
Why Microsoft, not Salesforce: the data, the AI and the security live in one governed stack — not bolted together across vendors. This console is a working proof of that.
Portfolio insights
Concentrated. The four engine markets are €1480m — 55% of modelled revenue. Korea, Saudi, UAE and Singapore carry the portfolio.
Frontier momentum. 5 of 15 markets grow ≥7%, all build/scale tier — led by Uzbekistan +11.5% and Iraq +9.2%.
Portfolio-wide rival. P&G appears in 10 of 15 markets; L'Oréal leads the premium engines. Competition is brand-premiumisation, not price.
Social-led discovery. South Korea and Taiwan are the most social-commerce intensive — the channel to win before scaling spend.
Top whitespace. Highest opportunity score: Saudi Arabia, South Korea, United Arab Emirates — attractive markets where UI is under-built.
Portfolio matrix
Revenue (x) vs growth (y); bubble size = opportunity score; colour = tier. Click a bubble to drill in.
Emerging betsScale & growWatchCash engines0%3%6%9%12%Modelled revenue →KORSAUARESGPJPNIRQKAZTWNHKGUZBMMRKHMGEOPNGFJI
Executive at-a-glance
Sortable — click a column to rank, click a row to drill in.
MarketRev €m*GrowthSocial %OppTier
South KoreaNorth Asia410+5.1%4488ENGINE
Saudi ArabiaGCC380+7.4%3691ENGINE
United Arab EmiratesGCC + Travel Retail350+6.8%4088ENGINE
SingaporeAsia hub340+6.2%3887ENGINE
JapanNorth Asia260+3.4%3069SCALE
IraqMiddle East frontier175+9.2%2277SCALE
KazakhstanCentral Asia hub160+7.0%2872SCALE
TaiwanNorth Asia150+4.6%4166SCALE
Hong KongTravel Retail / Asia140+3.0%3962SCALE
UzbekistanCentral Asia85+11.5%2472BUILD
MyanmarSE Asia frontier70+5.5%3057BUILD
CambodiaSE Asia frontier60+7.2%3361BUILD
GeorgiaCaucasus55+6.0%2758BUILD
Papua New GuineaPacific30+4.0%1245WATCH
Fiji & Pacific IslandsPacific25+3.5%1544WATCH
Markets — drill down
Each market expands across eight layers: context & demographics, size & category growth, brand portfolio, competitors & share, channel mix, opportunity & plays, AI reasoning, and source records.
South Korea
North Asia · €410m* · +5.1% · opp 88
ENGINE
K-beauty's home turf — UI builds Unilever brands against fierce local prestige players via Coupang and Olive Young.
Revenue
€410m*
modelled
Growth
+5.1%
4.8% CAGR
Opp score
88
/100
Social mix
44%
of demand
Market context & demographics
Population
51.7m
Median age
45 yrs
Urbanisation
81%
GDP / capita
$33,000
PC spend / cap
$290
Context: approx. public macro data — illustrative, not UI figures.
€373m
FY-2
€390m
FY-1
€410m
Now
Modelled 2-yr trajectory — 4.8% CAGR implied by current growth.
Market size & category growth
Beauty & Wellbeing
€180m · +6%
Personal Care
€110m · +4%
Wellbeing / supplements
€70m · +9%
Home Care
€50m · +2%
Brand & portfolio performance
DovePremium skin & hair anchor
VaselineDerma-positioned moisturisation
NutrafolHair-wellness, DTC + Olive Young
Liquid I.V.Hydration, e-comm led
TRESemméSalon-pro hair
Competitor intelligence & share
AmorepacificPrestige K-beauty leader
LG H&HMass-to-premium breadth
L'OréalLuxe + active cosmetics
Modelled share of the addressable beauty & personal-care market.
Unilever International
14%
Amorepacific
22%
LG H&H
15%
L'Oréal
10%
Other / fragmented
39%
Channel, social commerce & distribution
E-commerce 50%Modern trade 40%Travel retail 8%General trade 2%
Key channelsCoupang, Olive Young, Naver, TikTok
Distribution modelE-commerce dominant; Olive Young for trial
Social signalOlive Young ranking + creator seeding drive discovery
Whitespace opportunity & strategic plays
Opportunity score
88/100
Market attractiveness
92
UI competitive position
81
Strong position in an attractive market — defend & extend
1
Win Olive Young ranking with derma-positioned hero SKUs
2
Scale creator-seeding to defend share vs Amorepacific prestige
AI analyst reasoning
1
Size the prize
Largest category is Beauty & Wellbeing at €180m, growing +6%. Total modelled market €410m against 51.7m consumers.
DATA
2
Map the competition
Primary rival is Amorepacific; UI holds ~14% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Olive Young ranking + creator seeding drive discovery. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 92, UI position 81 → composite 88. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€410mTop-down allocation of UI region disclosuresREV-KOR
2-yr CAGR+4.8%Back-cast from current growthCAG-KOR
Category growth+9% lead categoryCategory trend modelCAT-KOR
Social-commerce mix44%Channel-mix estimateSOC-KOR
UI modelled share14%Share-of-market modelSHR-KOR
Opportunity score88/100Attractiveness × position compositeOPP-KOR
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Hyper-competitive prestige segment · Trend velocity — fast SKU churn
Saudi Arabia
GCC · €380m* · +7.4% · opp 91
ENGINE
Largest Gulf market — young population, premiumising personal care, Vision 2030 retail modernisation.
Revenue
€380m*
modelled
Growth
+7.4%
7.1% CAGR
Opp score
91
/100
Social mix
36%
of demand
Market context & demographics
Population
33.4m
Median age
30 yrs
Urbanisation
84%
GDP / capita
$33,000
PC spend / cap
$180
Context: approx. public macro data — illustrative, not UI figures.
€331m
FY-2
€354m
FY-1
€380m
Now
Modelled 2-yr trajectory — 7.1% CAGR implied by current growth.
Market size & category growth
Personal Care
€160m · +8%
Beauty & Wellbeing
€120m · +9%
Home Care
€60m · +5%
Nutrition
€40m · +4%
Brand & portfolio performance
LuxMass beauty bathing
SunsilkHair, value-to-mid
RexonaDeodorant leader
VaselineSkin moisturisation
Pond'sFacial skin care
LifebuoyHealth soap
Competitor intelligence & share
P&GGrooming & fabric scale
Beiersdorf (Nivea)Skin-care incumbent
HenkelLaundry & home care
Modelled share of the addressable beauty & personal-care market.
Unilever International
14%
P&G
22%
Beiersdorf (Nivea)
15%
Henkel
10%
Other / fragmented
39%
Channel, social commerce & distribution
E-commerce 46%Modern trade 40%Travel retail 8%General trade 6%
Key channelsNoon, Amazon.sa, TikTok
Distribution modelModern trade + quick-commerce
Social signalInfluencer-led; Ramadan and Hajj demand peaks
Whitespace opportunity & strategic plays
Opportunity score
91/100
Market attractiveness
99
UI competitive position
79
Strong position in an attractive market — defend & extend
1
Premiumise deodorant & skin into Vision-2030 modern trade
2
Build Ramadan/Hajj gifting bundles on Noon
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €160m, growing +8%. Total modelled market €380m against 33.4m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~14% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Influencer-led; Ramadan and Hajj demand peaks. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 99, UI position 79 → composite 91. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€380mTop-down allocation of UI region disclosuresREV-SAU
2-yr CAGR+7.1%Back-cast from current growthCAG-SAU
Category growth+9% lead categoryCategory trend modelCAT-SAU
Social-commerce mix36%Channel-mix estimateSOC-SAU
UI modelled share14%Share-of-market modelSHR-SAU
Opportunity score91/100Attractiveness × position compositeOPP-SAU
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Retailer concentration · Expat-driven demand swings
United Arab Emirates
GCC + Travel Retail · €350m* · +6.8% · opp 88
ENGINE
Gulf retail hub and one of the world's biggest travel-retail nodes (DXB) — premium and prestige beauty engine.
Revenue
€350m*
modelled
Growth
+6.8%
6.4% CAGR
Opp score
88
/100
Social mix
40%
of demand
Market context & demographics
Population
9.4m
Median age
33 yrs
Urbanisation
87%
GDP / capita
$49,000
PC spend / cap
$320
Context: approx. public macro data — illustrative, not UI figures.
€309m
FY-2
€328m
FY-1
€350m
Now
Modelled 2-yr trajectory — 6.4% CAGR implied by current growth.
Market size & category growth
Beauty & Wellbeing
€150m · +8%
Personal Care
€110m · +6%
Travel retail
€60m · +11%
Home Care
€30m · +3%
Brand & portfolio performance
DovePremium personal care
DermalogicaPrestige skin, professional
VaselineMoisturisation
RexonaDeodorant
Liquid I.V.Hydration wellbeing
Competitor intelligence & share
L'OréalLuxe + travel retail
P&GBroad personal care
Beiersdorf (Nivea)Skin care
Modelled share of the addressable beauty & personal-care market.
Unilever International
14%
L'Oréal
22%
P&G
15%
Beiersdorf (Nivea)
10%
Other / fragmented
39%
Channel, social commerce & distribution
E-commerce 48%Modern trade 33%Travel retail 19%
Key channelsNoon, Amazon.ae, TikTok, DXB travel retail
Distribution modelModern trade + airport travel retail
Social signalTravel-retail activation + creator commerce
Whitespace opportunity & strategic plays
Opportunity score
88/100
Market attractiveness
94
UI competitive position
80
Strong position in an attractive market — defend & extend
1
Own DXB travel-retail beauty gondolas
2
Quick-commerce hero packs for expat-driven demand
AI analyst reasoning
1
Size the prize
Largest category is Beauty & Wellbeing at €150m, growing +8%. Total modelled market €350m against 9.4m consumers.
DATA
2
Map the competition
Primary rival is L'Oréal; UI holds ~14% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Travel-retail activation + creator commerce. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 94, UI position 80 → composite 88. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€350mTop-down allocation of UI region disclosuresREV-ARE
2-yr CAGR+6.4%Back-cast from current growthCAG-ARE
Category growth+11% lead categoryCategory trend modelCAT-ARE
Social-commerce mix40%Channel-mix estimateSOC-ARE
UI modelled share14%Share-of-market modelSHR-ARE
Opportunity score88/100Attractiveness × position compositeOPP-ARE
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Travel-retail exposure to global travel cycles · High retail cost base
Singapore
Asia hub · €340m* · +6.2% · opp 87
ENGINE
UI's Asia HQ and travel-retail nerve centre (Changi) — affluent, digital-first, premium beauty and wellbeing.
Revenue
€340m*
modelled
Growth
+6.2%
5.9% CAGR
Opp score
87
/100
Social mix
38%
of demand
Market context & demographics
Population
5.9m
Median age
42 yrs
Urbanisation
100%
GDP / capita
$84,000
PC spend / cap
$350
Context: approx. public macro data — illustrative, not UI figures.
€303m
FY-2
€320m
FY-1
€340m
Now
Modelled 2-yr trajectory — 5.9% CAGR implied by current growth.
Market size & category growth
Beauty & Wellbeing
€120m · +7%
Personal Care
€95m · +5%
Wellbeing
€70m · +8%
Home Care
€55m · +3%
Brand & portfolio performance
DovePremium skin
SimpleSensitive skin
VaselineMoisturisation
Liquid I.V.Hydration
MagnumPremium ice cream
Competitor intelligence & share
P&G (SK-II)Prestige skin
L'OréalLuxe portfolio
KaoAsia premium
Modelled share of the addressable beauty & personal-care market.
Unilever International
14%
P&G (SK-II)
22%
L'Oréal
15%
Kao
10%
Other / fragmented
39%
Channel, social commerce & distribution
E-commerce 46%Modern trade 40%Travel retail 8%General trade 6%
Key channelsShopee, Lazada, TikTok Shop
Distribution modelModern trade + Changi travel retail
Social signalLive commerce + airport activation
Whitespace opportunity & strategic plays
Opportunity score
87/100
Market attractiveness
91
UI competitive position
80
Strong position in an attractive market — defend & extend
1
Use Changi as a prestige showcase into Greater China
2
Live-commerce drops for affluent digital-first shoppers
AI analyst reasoning
1
Size the prize
Largest category is Beauty & Wellbeing at €120m, growing +7%. Total modelled market €340m against 5.9m consumers.
DATA
2
Map the competition
Primary rival is P&G (SK-II); UI holds ~14% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Live commerce + airport activation. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 91, UI position 80 → composite 87. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€340mTop-down allocation of UI region disclosuresREV-SGP
2-yr CAGR+5.9%Back-cast from current growthCAG-SGP
Category growth+8% lead categoryCategory trend modelCAT-SGP
Social-commerce mix38%Channel-mix estimateSOC-SGP
UI modelled share14%Share-of-market modelSHR-SGP
Opportunity score87/100Attractiveness × position compositeOPP-SGP
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Premium-only ceiling · High retail cost
Japan
North Asia · €260m* · +3.4% · opp 69
SCALE
Cross-border and local premium — UI builds Unilever wellbeing and prestige skin via Rakuten and Amazon.
Revenue
€260m*
modelled
Growth
+3.4%
3.4% CAGR
Opp score
69
/100
Social mix
30%
of demand
Market context & demographics
Population
124m
Median age
49 yrs
Urbanisation
92%
GDP / capita
$34,000
PC spend / cap
$300
Context: approx. public macro data — illustrative, not UI figures.
€243m
FY-2
€251m
FY-1
€260m
Now
Modelled 2-yr trajectory — 3.4% CAGR implied by current growth.
Market size & category growth
Beauty & Wellbeing
€130m · +4%
Wellbeing
€55m · +7%
Personal Care
€50m · +2%
Home Care
€25m · +1%
Brand & portfolio performance
DovePremium skin & hair
VaselineMoisturisation
NutrafolHair wellness
Liquid I.V.Hydration
LUXBeauty bathing
Competitor intelligence & share
KaoDomestic giant
ShiseidoPrestige beauty
UnicharmPersonal care
Modelled share of the addressable beauty & personal-care market.
Unilever International
11%
Kao
22%
Shiseido
15%
Unicharm
10%
Other / fragmented
42%
Channel, social commerce & distribution
E-commerce 34%Modern trade 33%Travel retail 5%General trade 28%
Key channelsRakuten, Amazon.co.jp, Qoo10
Distribution modelE-commerce + drugstore
Social signalLINE + creator commerce
Whitespace opportunity & strategic plays
Opportunity score
69/100
Market attractiveness
73
UI competitive position
62
Strong position in an attractive market — defend & extend
1
Cross-border wellbeing (Liquid I.V., Nutrafol) via Rakuten
2
Avoid head-on mass fight with Kao / Unicharm
AI analyst reasoning
1
Size the prize
Largest category is Beauty & Wellbeing at €130m, growing +4%. Total modelled market €260m against 124m consumers.
DATA
2
Map the competition
Primary rival is Kao; UI holds ~11% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
LINE + creator commerce. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 73, UI position 62 → composite 69. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€260mTop-down allocation of UI region disclosuresREV-JPN
2-yr CAGR+3.4%Back-cast from current growthCAG-JPN
Category growth+7% lead categoryCategory trend modelCAT-JPN
Social-commerce mix30%Channel-mix estimateSOC-JPN
UI modelled share11%Share-of-market modelSHR-JPN
Opportunity score69/100Attractiveness × position compositeOPP-JPN
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Mature, low-growth demand · Entrenched domestic incumbents
Iraq
Middle East frontier · €175m* · +9.2% · opp 77
SCALE
High-growth rebuild market — mass personal and home care through deep distributor networks.
Revenue
€175m*
modelled
Growth
+9.2%
8.7% CAGR
Opp score
77
/100
Social mix
22%
of demand
Market context & demographics
Population
43m
Median age
21 yrs
Urbanisation
71%
GDP / capita
$5,900
PC spend / cap
$70
Context: approx. public macro data — illustrative, not UI figures.
€148m
FY-2
€160m
FY-1
€175m
Now
Modelled 2-yr trajectory — 8.7% CAGR implied by current growth.
Market size & category growth
Personal Care
€90m · +10%
Home Care
€50m · +8%
Beauty & Wellbeing
€35m · +9%
Brand & portfolio performance
LuxMass beauty
LifebuoyHealth soap
SunsilkHair
RexonaDeodorant
ComfortFabric conditioner
SunlightDishwash
Competitor intelligence & share
P&GPersonal care scale
HenkelLaundry
Local importersPrice-fighters
Modelled share of the addressable beauty & personal-care market.
Unilever International
11%
P&G
22%
Henkel
15%
Local importers
10%
Other / fragmented
42%
Channel, social commerce & distribution
E-commerce 34%Modern trade 33%Travel retail 5%General trade 28%
Key channelsTraditional trade, Instagram
Distribution modelDistributor-led general trade
Social signalInstagram + TikTok rising off a low base
Whitespace opportunity & strategic plays
Opportunity score
77/100
Market attractiveness
89
UI competitive position
60
Strong position in an attractive market — defend & extend
1
Lock distributor exclusivity for Lifebuoy / Lux
2
Seed Instagram trial off a low base
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €90m, growing +10%. Total modelled market €175m against 43m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~11% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Instagram + TikTok rising off a low base. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 89, UI position 60 → composite 77. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€175mTop-down allocation of UI region disclosuresREV-IRQ
2-yr CAGR+8.7%Back-cast from current growthCAG-IRQ
Category growth+10% lead categoryCategory trend modelCAT-IRQ
Social-commerce mix22%Channel-mix estimateSOC-IRQ
UI modelled share11%Share-of-market modelSHR-IRQ
Opportunity score77/100Attractiveness × position compositeOPP-IRQ
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Security & logistics fragility · Cash economy & FX
Kazakhstan
Central Asia hub · €160m* · +7.0% · opp 72
SCALE
Central Asia distribution hub — modernising trade via the Kaspi super-app, growing premiumisation.
Revenue
€160m*
modelled
Growth
+7.0%
6.5% CAGR
Opp score
72
/100
Social mix
28%
of demand
Market context & demographics
Population
19.6m
Median age
31 yrs
Urbanisation
58%
GDP / capita
$12,000
PC spend / cap
$95
Context: approx. public macro data — illustrative, not UI figures.
€141m
FY-2
€150m
FY-1
€160m
Now
Modelled 2-yr trajectory — 6.5% CAGR implied by current growth.
Market size & category growth
Personal Care
€80m · +7%
Home Care
€45m · +6%
Beauty & Wellbeing
€35m · +8%
Brand & portfolio performance
DovePremium personal care
RexonaDeodorant
SunsilkHair
DomestosDisinfection
CifCleaning
Competitor intelligence & share
P&GBroad scale
HenkelHome care
Beiersdorf (Nivea)Skin care
Modelled share of the addressable beauty & personal-care market.
Unilever International
11%
P&G
22%
Henkel
15%
Beiersdorf (Nivea)
10%
Other / fragmented
42%
Channel, social commerce & distribution
E-commerce 34%Modern trade 33%Travel retail 5%General trade 28%
Key channelsKaspi.kz, Wildberries, Instagram
Distribution modelKaspi e-comm + general trade
Social signalKaspi super-app commerce is the channel to win
Whitespace opportunity & strategic plays
Opportunity score
72/100
Market attractiveness
79
UI competitive position
61
Strong position in an attractive market — defend & extend
1
Make the Kaspi super-app the flagship channel
2
Premiumise Dove into modernising trade
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €80m, growing +7%. Total modelled market €160m against 19.6m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~11% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Kaspi super-app commerce is the channel to win. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 79, UI position 61 → composite 72. Strong position in an attractive market — defend & extend.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€160mTop-down allocation of UI region disclosuresREV-KAZ
2-yr CAGR+6.5%Back-cast from current growthCAG-KAZ
Category growth+8% lead categoryCategory trend modelCAT-KAZ
Social-commerce mix28%Channel-mix estimateSOC-KAZ
UI modelled share11%Share-of-market modelSHR-KAZ
Opportunity score72/100Attractiveness × position compositeOPP-KAZ
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Tenge FX volatility · Reliance on regional supply routes
Taiwan
North Asia · €150m* · +4.6% · opp 66
SCALE
Premium skin and hair; very high e-commerce penetration and a beauty-savvy consumer.
Revenue
€150m*
modelled
Growth
+4.6%
4.6% CAGR
Opp score
66
/100
Social mix
41%
of demand
Market context & demographics
Population
23.4m
Median age
44 yrs
Urbanisation
80%
GDP / capita
$33,000
PC spend / cap
$250
Context: approx. public macro data — illustrative, not UI figures.
€137m
FY-2
€143m
FY-1
€150m
Now
Modelled 2-yr trajectory — 4.6% CAGR implied by current growth.
Market size & category growth
Beauty & Wellbeing
€80m · +6%
Personal Care
€45m · +3%
Wellbeing
€25m · +8%
Brand & portfolio performance
DovePremium skin & hair
Pond'sFacial care
VaselineMoisturisation
TRESemméSalon hair
Competitor intelligence & share
L'OréalBeauty leader
P&GPersonal care
Local prestigeNiche beauty
Modelled share of the addressable beauty & personal-care market.
Unilever International
11%
L'Oréal
22%
P&G
15%
Local prestige
10%
Other / fragmented
42%
Channel, social commerce & distribution
E-commerce 42%Modern trade 33%Travel retail 5%General trade 20%
Key channelsShopee, momo, TikTok
Distribution modelE-commerce + drugstore
Social signalLive commerce strong; momo for scale
Whitespace opportunity & strategic plays
Opportunity score
66/100
Market attractiveness
68
UI competitive position
64
Selective — build where the channel tips
1
Scale momo + Shopee live commerce
2
Defend hair (TRESemmé) vs L'Oréal salon push
AI analyst reasoning
1
Size the prize
Largest category is Beauty & Wellbeing at €80m, growing +6%. Total modelled market €150m against 23.4m consumers.
DATA
2
Map the competition
Primary rival is L'Oréal; UI holds ~11% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Live commerce strong; momo for scale. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 68, UI position 64 → composite 66. Selective — build where the channel tips.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€150mTop-down allocation of UI region disclosuresREV-TWN
2-yr CAGR+4.6%Back-cast from current growthCAG-TWN
Category growth+8% lead categoryCategory trend modelCAT-TWN
Social-commerce mix41%Channel-mix estimateSOC-TWN
UI modelled share11%Share-of-market modelSHR-TWN
Opportunity score66/100Attractiveness × position compositeOPP-TWN
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Small addressable market · Aggressive price competition
Hong Kong
Travel Retail / Asia · €140m* · +3.0% · opp 62
SCALE
Premium and travel-retail gateway; a cross-border showcase into Greater China.
Revenue
€140m*
modelled
Growth
+3.0%
3.0% CAGR
Opp score
62
/100
Social mix
39%
of demand
Market context & demographics
Population
7.5m
Median age
46 yrs
Urbanisation
100%
GDP / capita
$50,000
PC spend / cap
$330
Context: approx. public macro data — illustrative, not UI figures.
€132m
FY-2
€136m
FY-1
€140m
Now
Modelled 2-yr trajectory — 3.0% CAGR implied by current growth.
Market size & category growth
Beauty & Wellbeing
€75m · +4%
Personal Care
€40m · +2%
Travel retail
€25m · +6%
Brand & portfolio performance
DovePremium personal care
DermalogicaPrestige skin
VaselineMoisturisation
TRESemméHair
Competitor intelligence & share
L'OréalLuxe
P&GPersonal care
Estée LauderPrestige beauty
Modelled share of the addressable beauty & personal-care market.
Unilever International
11%
L'Oréal
22%
P&G
15%
Estée Lauder
10%
Other / fragmented
42%
Channel, social commerce & distribution
E-commerce 38%Modern trade 28%Travel retail 17%General trade 17%
Key channelsHKTVmall, Watsons, TikTok
Distribution modelModern trade + travel retail
Social signalCross-border KOL seeding
Whitespace opportunity & strategic plays
Opportunity score
62/100
Market attractiveness
61
UI competitive position
64
Selective — build where the channel tips
1
Cross-border KOL seeding into the mainland
2
Travel-retail prestige (Dermalogica) recovery play
AI analyst reasoning
1
Size the prize
Largest category is Beauty & Wellbeing at €75m, growing +4%. Total modelled market €140m against 7.5m consumers.
DATA
2
Map the competition
Primary rival is L'Oréal; UI holds ~11% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Cross-border KOL seeding. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 61, UI position 64 → composite 62. Selective — build where the channel tips.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€140mTop-down allocation of UI region disclosuresREV-HKG
2-yr CAGR+3.0%Back-cast from current growthCAG-HKG
Category growth+6% lead categoryCategory trend modelCAT-HKG
Social-commerce mix39%Channel-mix estimateSOC-HKG
UI modelled share11%Share-of-market modelSHR-HKG
Opportunity score62/100Attractiveness × position compositeOPP-HKG
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: High retail rent · Travel-recovery dependency
Uzbekistan
Central Asia · €85m* · +11.5% · opp 72
BUILD
Youngest, fastest Central Asia market — early premiumisation and rapidly expanding modern trade.
Revenue
€85m*
modelled
Growth
+11.5%
11.0% CAGR
Opp score
72
/100
Social mix
24%
of demand
Market context & demographics
Population
35.6m
Median age
28 yrs
Urbanisation
50%
GDP / capita
$2,500
PC spend / cap
$45
Context: approx. public macro data — illustrative, not UI figures.
€69m
FY-2
€76m
FY-1
€85m
Now
Modelled 2-yr trajectory — 11.0% CAGR implied by current growth.
Market size & category growth
Personal Care
€45m · +12%
Home Care
€25m · +10%
Beauty & Wellbeing
€15m · +13%
Brand & portfolio performance
SunsilkHair value-to-mid
LuxBeauty bathing
RexonaDeodorant
DomestosDisinfection
Competitor intelligence & share
P&GScale entrant
HenkelHome care
Turkish brandsRegional value
Modelled share of the addressable beauty & personal-care market.
Unilever International
8%
P&G
22%
Henkel
15%
Turkish brands
10%
Other / fragmented
45%
Channel, social commerce & distribution
E-commerce 20%Modern trade 25%Travel retail 2%General trade 53%
Key channelsUzum, Instagram, Telegram
Distribution modelGeneral trade + emerging e-comm
Social signalTelegram + Instagram selling are the trial engines
Whitespace opportunity & strategic plays
Opportunity score
72/100
Market attractiveness
91
UI competitive position
44
High-growth whitespace — invest to capture
1
Capture youth premiumisation early on Uzum
2
Telegram / Instagram social selling as the trial engine
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €45m, growing +12%. Total modelled market €85m against 35.6m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~8% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Telegram + Instagram selling are the trial engines. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 91, UI position 44 → composite 72. High-growth whitespace — invest to capture.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€85mTop-down allocation of UI region disclosuresREV-UZB
2-yr CAGR+11.0%Back-cast from current growthCAG-UZB
Category growth+13% lead categoryCategory trend modelCAT-UZB
Social-commerce mix24%Channel-mix estimateSOC-UZB
UI modelled share8%Share-of-market modelSHR-UZB
Opportunity score72/100Attractiveness × position compositeOPP-UZB
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Nascent retail infrastructure · Income-level ceiling on premium
Myanmar
SE Asia frontier · €70m* · +5.5% · opp 57
BUILD
Mass personal care via deep distributor reach and a resilient sachet economy.
Revenue
€70m*
modelled
Growth
+5.5%
5.4% CAGR
Opp score
57
/100
Social mix
30%
of demand
Market context & demographics
Population
54m
Median age
29 yrs
Urbanisation
32%
GDP / capita
$1,200
PC spend / cap
$30
Context: approx. public macro data — illustrative, not UI figures.
€63m
FY-2
€66m
FY-1
€70m
Now
Modelled 2-yr trajectory — 5.4% CAGR implied by current growth.
Market size & category growth
Personal Care
€40m · +6%
Home Care
€20m · +5%
Beauty & Wellbeing
€10m · +5%
Brand & portfolio performance
SunsilkHair
LifebuoyHealth soap
LuxBeauty bathing
ClearAnti-dandruff
ComfortFabric care
Competitor intelligence & share
P&GPersonal care
Local brandsPrice-fighters
Thai importsCross-border
Modelled share of the addressable beauty & personal-care market.
Unilever International
8%
P&G
22%
Local brands
15%
Thai imports
10%
Other / fragmented
45%
Channel, social commerce & distribution
E-commerce 20%Modern trade 25%Travel retail 2%General trade 53%
Key channelsFacebook, TikTok
Distribution modelDistributor general trade
Social signalFacebook live-selling drives trial
Whitespace opportunity & strategic plays
Opportunity score
57/100
Market attractiveness
65
UI competitive position
46
Selective — build where the channel tips
1
Protect sachet economics for mass reach
2
Facebook live-selling for low-cost trial
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €40m, growing +6%. Total modelled market €70m against 54m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~8% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Facebook live-selling drives trial. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 65, UI position 46 → composite 57. Selective — build where the channel tips.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€70mTop-down allocation of UI region disclosuresREV-MMR
2-yr CAGR+5.4%Back-cast from current growthCAG-MMR
Category growth+6% lead categoryCategory trend modelCAT-MMR
Social-commerce mix30%Channel-mix estimateSOC-MMR
UI modelled share8%Share-of-market modelSHR-MMR
Opportunity score57/100Attractiveness × position compositeOPP-MMR
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Political instability · FX & banking constraints
Cambodia
SE Asia frontier · €60m* · +7.2% · opp 61
BUILD
Young, mobile-first frontier — modern trade and social commerce rising fast.
Revenue
€60m*
modelled
Growth
+7.2%
6.4% CAGR
Opp score
61
/100
Social mix
33%
of demand
Market context & demographics
Population
17m
Median age
27 yrs
Urbanisation
26%
GDP / capita
$1,900
PC spend / cap
$35
Context: approx. public macro data — illustrative, not UI figures.
€53m
FY-2
€56m
FY-1
€60m
Now
Modelled 2-yr trajectory — 6.4% CAGR implied by current growth.
Market size & category growth
Personal Care
€32m · +8%
Home Care
€18m · +7%
Beauty & Wellbeing
€10m · +9%
Brand & portfolio performance
SunsilkHair
LifebuoyHealth soap
Pond'sFacial care
ComfortFabric care
Competitor intelligence & share
P&GPersonal care
Thai brandsRegional
Vietnamese brandsCross-border
Modelled share of the addressable beauty & personal-care market.
Unilever International
8%
P&G
22%
Thai brands
15%
Vietnamese brands
10%
Other / fragmented
45%
Channel, social commerce & distribution
E-commerce 20%Modern trade 25%Travel retail 2%General trade 53%
Key channelsFacebook, TikTok Shop
Distribution modelGeneral trade + Phnom Penh modern trade
Social signalTikTok Shop is the trial engine
Whitespace opportunity & strategic plays
Opportunity score
61/100
Market attractiveness
71
UI competitive position
46
High-growth whitespace — invest to capture
1
Make TikTok Shop the acquisition channel
2
Establish a Phnom Penh modern-trade beachhead
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €32m, growing +8%. Total modelled market €60m against 17m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~8% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
TikTok Shop is the trial engine. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 71, UI position 46 → composite 61. High-growth whitespace — invest to capture.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€60mTop-down allocation of UI region disclosuresREV-KHM
2-yr CAGR+6.4%Back-cast from current growthCAG-KHM
Category growth+9% lead categoryCategory trend modelCAT-KHM
Social-commerce mix33%Channel-mix estimateSOC-KHM
UI modelled share8%Share-of-market modelSHR-KHM
Opportunity score61/100Attractiveness × position compositeOPP-KHM
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Small addressable market · Large informal trade
Georgia
Caucasus · €55m* · +6.0% · opp 58
BUILD
Caucasus hub bridging Europe and Central Asia — modernising beauty and personal care.
Revenue
€55m*
modelled
Growth
+6.0%
5.9% CAGR
Opp score
58
/100
Social mix
27%
of demand
Market context & demographics
Population
3.7m
Median age
38 yrs
Urbanisation
60%
GDP / capita
$6,600
PC spend / cap
$80
Context: approx. public macro data — illustrative, not UI figures.
€49m
FY-2
€52m
FY-1
€55m
Now
Modelled 2-yr trajectory — 5.9% CAGR implied by current growth.
Market size & category growth
Personal Care
€28m · +6%
Beauty & Wellbeing
€16m · +7%
Home Care
€11m · +5%
Brand & portfolio performance
DovePremium personal care
RexonaDeodorant
SunsilkHair
CifCleaning
Competitor intelligence & share
P&GScale
Beiersdorf (Nivea)Skin care
Turkish brandsRegional value
Modelled share of the addressable beauty & personal-care market.
Unilever International
8%
P&G
22%
Beiersdorf (Nivea)
15%
Turkish brands
10%
Other / fragmented
45%
Channel, social commerce & distribution
E-commerce 20%Modern trade 25%Travel retail 2%General trade 53%
Key channelsFacebook, local e-comm
Distribution modelModern trade + general trade
Social signalInstagram beauty discovery
Whitespace opportunity & strategic plays
Opportunity score
58/100
Market attractiveness
66
UI competitive position
45
Selective — build where the channel tips
1
Bridge EU / Central-Asia supply via Tbilisi
2
Instagram-led beauty discovery
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €28m, growing +6%. Total modelled market €55m against 3.7m consumers.
DATA
2
Map the competition
Primary rival is P&G; UI holds ~8% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Instagram beauty discovery. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 66, UI position 45 → composite 58. Selective — build where the channel tips.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€55mTop-down allocation of UI region disclosuresREV-GEO
2-yr CAGR+5.9%Back-cast from current growthCAG-GEO
Category growth+7% lead categoryCategory trend modelCAT-GEO
Social-commerce mix27%Channel-mix estimateSOC-GEO
UI modelled share8%Share-of-market modelSHR-GEO
Opportunity score58/100Attractiveness × position compositeOPP-GEO
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Small market size · Regional FX exposure
Papua New Guinea
Pacific · €30m* · +4.0% · opp 45
WATCH
Pacific frontier — essentials (soap, laundry) distributed through trade stores.
Revenue
€30m*
modelled
Growth
+4.0%
3.5% CAGR
Opp score
45
/100
Social mix
12%
of demand
Market context & demographics
Population
10.3m
Median age
22 yrs
Urbanisation
13%
GDP / capita
$2,700
PC spend / cap
$20
Context: approx. public macro data — illustrative, not UI figures.
€28m
FY-2
€29m
FY-1
€30m
Now
Modelled 2-yr trajectory — 3.5% CAGR implied by current growth.
Market size & category growth
Personal Care
€18m · +4%
Home Care
€10m · +4%
Beauty & Wellbeing
€2m · +3%
Brand & portfolio performance
LifebuoyHealth soap
LuxBeauty bathing
SunlightLaundry & dishwash
RexonaDeodorant
Competitor intelligence & share
Colgate-PalmoliveOral & personal care
Local importersEssentials
Modelled share of the addressable beauty & personal-care market.
Unilever International
6%
Colgate-Palmolive
22%
Local importers
15%
Other / fragmented
57%
Channel, social commerce & distribution
E-commerce 8%Modern trade 22%Travel retail 5%General trade 65%
Key channelsFacebook
Distribution modelTrade-store general trade
Social signalLimited digital connectivity
Whitespace opportunity & strategic plays
Opportunity score
45/100
Market attractiveness
56
UI competitive position
29
Selective — build where the channel tips
1
Secure trade-store distribution for essentials
2
Health-soap (Lifebuoy) hygiene positioning
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €18m, growing +4%. Total modelled market €30m against 10.3m consumers.
DATA
2
Map the competition
Primary rival is Colgate-Palmolive; UI holds ~6% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Limited digital connectivity. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 56, UI position 29 → composite 45. Selective — build where the channel tips.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€30mTop-down allocation of UI region disclosuresREV-PNG
2-yr CAGR+3.5%Back-cast from current growthCAG-PNG
Category growth+4% lead categoryCategory trend modelCAT-PNG
Social-commerce mix12%Channel-mix estimateSOC-PNG
UI modelled share6%Share-of-market modelSHR-PNG
Opportunity score45/100Attractiveness × position compositeOPP-PNG
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Logistics & remoteness · Low connectivity
Fiji & Pacific Islands
Pacific · €25m* · +3.5% · opp 44
WATCH
Pacific island cluster — daily essentials plus resort travel-retail.
Revenue
€25m*
modelled
Growth
+3.5%
4.3% CAGR
Opp score
44
/100
Social mix
15%
of demand
Market context & demographics
Population
0.93m
Median age
29 yrs
Urbanisation
58%
GDP / capita
$5,800
PC spend / cap
$40
Context: approx. public macro data — illustrative, not UI figures.
€23m
FY-2
€24m
FY-1
€25m
Now
Modelled 2-yr trajectory — 4.3% CAGR implied by current growth.
Market size & category growth
Personal Care
€14m · +4%
Home Care
€8m · +3%
Travel retail
€3m · +5%
Brand & portfolio performance
LifebuoyHealth soap
LuxBeauty bathing
SunlightLaundry
VaselineMoisturisation
Competitor intelligence & share
Colgate-PalmolivePersonal care
Australian / NZ importsCross-border
Modelled share of the addressable beauty & personal-care market.
Unilever International
6%
Colgate-Palmolive
22%
Australian / NZ imports
15%
Other / fragmented
57%
Channel, social commerce & distribution
E-commerce 8%Modern trade 22%Travel retail 5%General trade 65%
Key channelsFacebook, resort retail
Distribution modelModern trade + resort retail
Social signalResort / travel-retail activation
Whitespace opportunity & strategic plays
Opportunity score
44/100
Market attractiveness
54
UI competitive position
30
Selective — build where the channel tips
1
Resort travel-retail activation
2
Essentials via modern trade across the islands
AI analyst reasoning
1
Size the prize
Largest category is Personal Care at €14m, growing +4%. Total modelled market €25m against 0.93m consumers.
DATA
2
Map the competition
Primary rival is Colgate-Palmolive; UI holds ~6% modelled share. Compete on brand premiumisation, not price.
SIGNAL
3
Pick the channel
Resort / travel-retail activation. Win the channel before scaling spend.
PLAY
4
Score the bet
Attractiveness 54, UI position 30 → composite 44. Selective — build where the channel tips.
SCORE
5
Microsoft AI angle
Fabric + Copilot fuse this market, brand, channel and competitor data into one console — exactly the workflow shown here.
PITCH
Underlying records & provenance
MetricValueBasisTrace
Modelled revenue€25mTop-down allocation of UI region disclosuresREV-FJI
2-yr CAGR+4.3%Back-cast from current growthCAG-FJI
Category growth+5% lead categoryCategory trend modelCAT-FJI
Social-commerce mix15%Channel-mix estimateSOC-FJI
UI modelled share6%Share-of-market modelSHR-FJI
Opportunity score44/100Attractiveness × position compositeOPP-FJI
Provenance: all per-market figures are modelled allocations (marked *) — Unilever International does not disclose market-level revenue. Replace with internal UI numbers to make this board live.
Risks: Import dependency · Very small addressable market
Notation: * = modelled allocation (UI does not disclose market-level revenue). Demographic context is approximate public macro data. Figures are illustrative for this pitch and should be replaced with internal UI data to go live. No third-party logos or proprietary figures are reproduced.
Built by Setel to show how Microsoft Fabric + Copilot can power a live market-intelligence console.