gtm_report
6.2 Channels
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Go to Market
How we reach every shelf.
Demand-Side Strategy
Founder-led, partner-amplified, event-anchored

Channel 1
Founder outbound to FMCG country GMs and TMDs
Channel 2
Distributor and Vision 2030 warm-intro referral network
Channel 3
Trade events and Saudi FMCG round-tables
Demand Funnel
Outbound to sample data to pilot brief to paid
Unit Economics
CAC SAR 80K-200K, 50%+ pilot-to-paid conversion, under 18-month payback

Demand Side
Founder voice, partner referral, event anchor
Three lighthouse pilots through founder outbound and warm intros

Founder outbound
Asmaa direct to country GMs and trade marketing leads
Vision 2030 programmes
MISA, Saudi Unicorns and Monsha'at warm-intro pipelines
Trade events
LEAP, Saudi FoodEx and regional CPG trade conferences
Sample-data freemium
Free sample dashboards convert anchor FMCGs into paid pilots
Referral pipeline
Distributor and CPG association warm intros
Founder voice, government credibility, distributor referrals open every room
Saudi enterprise is digitising fast: business AI adoption rose from 27.6% to about 33% of firms in a year (GASTAT, 2025), and PDPL data-residency rules plus Vision 2030 increasingly reward locally hosted AI vendors.

Supply Side
Hybrid in-house, crowd, partner coverage
Saudi field trust plus crowd scale plus partner reach

In-house team
Saudi field team for trusted lighthouse pilot capture
Crowdsourced app
Gig workers, EXIF and geolocation fraud control
Regional partners
GCC partners cover where in-house is uneconomical
Distributor agreements
Distributor agreements grant store permission and outlet lists
Customer store lists
FMCG-provided store universes feed onboarding at sign-up
In-house trust, crowd scale, partner coverage equals national reach
General trade is most of Saudi grocery: the large majority of outlets and nearly half of FMCG by value (Kantar), and today no one measures it

Supply-Side Strategy
Hybrid in-house plus crowd, partner-backed

Channel 1
In-house Saudi field team for trusted pilot stores
Channel 2
Crowdsourced gig workers via ShamsVision app, fraud-gated
Channel 3
Channelplay-style regional partners for GCC coverage
Key Metrics
Stores covered, capture freshness, image quality, fraud rejection rate
Delivery Strategy
In-house first for lighthouse pilots, then crowd at scale, partners where unit economics demand coverage

Customer Personas
Three buyers, three trigger moments, one platform
Trade Marketing Director
Demographics
Age 35-50, Saudi or expat, MBA, multinational FMCG subsidiary
Pain Points
Cannot convert collected data into store actions fast enough
Discovery
LinkedIn, LEAP, Saudi FoodEx, distributor referrals, peer recommendations
Values
Speed of action loop, recognition accuracy, defensible numbers
Willingness to Pay
SAR 180K-600K per year

Commercial Director or Country GM
Demographics
Age 40-55, senior commercial leader at multinational or large local FMCG
Pain Points
Does not know where shelf is lost until expensive
Discovery
Peer CD/GM network, board referrals, distributor relationships, NIQ Discover
Values
Revenue growth, numeric distribution, defensible commercial decisions
Willingness to Pay
SAR 300K-1.2M per year

Distributor GM or Sales Lead
Demographics
Age 35-55, Saudi or regional distributor, often family-owned business
Pain Points
Carries brand accountability without outlet-level visibility or evidence
Discovery
Trade associations, FMCG WhatsApp networks, distributor conferences, founder outreach
Values
Distributor scorecards, exception alerts, field work they can sell on
Willingness to Pay
SAR 96K-240K per year

Channels & PartnershipsDirect outbound, indirect referrals, community events
DirectAsmaa-led outbound to country GMs and TMDs
IndirectDistributor partnerships and Vision 2030 programme warm intros
CommunityTrade marketing events and Saudi industry round-tables
Channel StrategyDirect 60%, indirect 25%, community 15% in year one
Strategic PartnershipsSaudi national distributors for outlet access, Channelplay for coverage, MISA/Saudi Unicorns/Monsha'at for warm intros

KPIs & Business Model
Pilot to paid in 90 days, 50%+ conversion
Growth KPIs
MRR Target
SAR 20K Y1, SAR 100K Y2
User Growth
2 paid Y1 to 42 by Y5
Conversion Rate
50%+ pilot-to-paid Year 1
Unit Economics
CAC
SAR 140K average
LTV
SAR 680K per customer
LTV : CAC Ratio
4.9:1 LTV:CAC
Payback Period
Under 18 months
Revenue Model
B2B SaaS subscription plus services
Pricing
SAR 10K per FMCG per month
Gross Margin
60% Y2, 70% long-term
Break-Even
Year 3 at 12 paid customers
Key Takeaway
Three lighthouse pilots, two converted to paid, the opening proven
Customer Acquisition Cost
SAR 140K
Lifetime Value
SAR 680K
LTV : CAC Ratio
4.9 : 1
Year 1 Projection
Five enterprise FMCG accounts: three lighthouse pilots plus two paid conversions, driven by Asmaa-led outbound and Vision 2030 warm-intro referrals