Ecommerce Marketing GCC 2026: The Profit-First Playbook for UAE, Saudi and Gulf Brands

Ecommerce Marketing GCC 2026: The Profit-First Playbook for UAE, Saudi and Gulf Brands - kaafmedia.net

Quick Summary:

GCC ecommerce is growing, but public market-size and CPM numbers often measure different things. This playbook focuses on what decides profit in 2026: choosing the right Gulf market, modelling COD and BNPL margin, tracking confirmed revenue, testing Arabic creative and pacing spend around seasonal demand. Use external benchmarks as planning ranges, then replace them with your own account data.

  • Start with one market, one offer and one clean measurement system before expanding across the GCC.
  • Treat CPM benchmarks as directional estimates, not guaranteed acquisition costs.
  • Model COD failure, returns, confirmation costs and BNPL fees before setting a ROAS target.
  • Do not build a 2026 plan around an unconfirmed TikTok Shop launch in the UAE or Saudi Arabia.
  • Use Arabic as a structured creative and dialect test, not simple translation.

What Scales Ecommerce Marketing in the GCC in 2026

Ecommerce marketing in the GCC scales when you plan for contribution margin, not just traffic. In 2026, the brands that grow most predictably will choose one priority market, understand COD and BNPL economics, measure confirmed revenue rather than platform-reported conversions, and adapt creative to local Arabic and English behaviour.

GCC here means the Gulf Cooperation Council: the UAE, Saudi Arabia, Kuwait, Qatar, Bahrain and Oman. It does not mean Global Capability Centers.

PriorityWhat to do firstWhy it matters
MarketChoose the UAE, Saudi Arabia or a smaller Gulf market based on AOV, COD tolerance and languageCPMs, payments and logistics differ by country
MarginCalculate contribution margin after COD failure, returns and payment feesA winning ad can still lose money after fulfilment
MeasurementSend confirmed or delivered orders to ad platforms, not raw checkout eventsCOD orders can inflate reported performance
CreativeTest native Gulf Arabic, Modern Standard Arabic and English hooksTranslation alone rarely captures local buying language
CalendarPlan spend around Ramadan, White Friday, National Days and salary cyclesAuction pressure and demand rise in peak windows

GCC Ecommerce Market Size 2026: Why Estimates Differ by 8x

GCC ecommerce is growing, but the market-size numbers you see online are not always measuring the same thing. Some reports count consumer retail only. Others include business-to-business, consumer-to-consumer and other transaction types.

That is why IMARC Group values the GCC ecommerce market at USD 584.8 billion for 2025, while country-level consumer ecommerce estimates are much smaller. IMARC’s report includes B2B, B2C, C2C and other transaction categories, so use it for broad regional context rather than as a direct benchmark for a DTC store.

For practical planning, country estimates are more useful. Mordor Intelligence estimates Saudi Arabia’s ecommerce market at USD 31.29 billion in 2026, while its UAE estimate stands at USD 12.30 billion for 2026. These numbers help you compare opportunity, but they cannot replace your own AOV, return-rate and contribution-margin data.

Mordor Intelligence estimates Saudi Arabia’s ecommerce market at USD 31.29 billion in 2026, while its UAE estimate stands at USD 12.30 billion for 2026.

The strongest near-term Saudi signal comes from payments data. According to the Saudi Central Bank’s monthly bulletin, reported by Saudi Gazette, mada ecommerce sales reached SR37.6 billion in July 2026. That was 26% higher year on year and 11.8% higher than June 2026.

ClaimSourceHow to use it
GCC ecommerce market: USD 584.8B in 2025IMARC GroupBroad regional context; includes B2B, B2C and C2C transactions
Saudi ecommerce: USD 31.29B in 2026Mordor IntelligenceCountry-level market sizing
UAE ecommerce: USD 12.30B in 2026Mordor IntelligenceCountry-level market sizing
Saudi mada ecommerce sales: SR37.6B in July 2026Saudi Gazette reporting SAMA dataNear-term Saudi digital-payment demand signal

Which GCC market size estimate should you plan with?

  • Use SAMA mada data to understand Saudi online payment momentum.
  • Use Mordor country estimates for market prioritisation.
  • Use your own 90-day revenue, AOV and return data for media targets.
  • Use agency CPM and ROAS claims only as starting hypotheses.

Which GCC Market to Launch First: UAE, Saudi Arabia or the Rest of the Gulf

The best first market is not always the biggest one. It is the market where your product, price point, fulfilment setup and payment mix can produce repeatable contribution margin.

UAE

The UAE is often the easiest first test market for cross-border and DTC brands. English works well, logistics are mature, card payments and digital wallets are widely used, and the market supports higher-AOV products. Mordor Intelligence estimates UAE ecommerce at USD 12.30 billion in 2026, making it a substantial but more manageable first market than Saudi Arabia for many brands.

Saudi Arabia

Saudi Arabia offers the largest consumer opportunity, but it demands stronger localisation. Arabic creative, local trust signals, mada support, delivery expectations and COD risk all matter more here. The latest SAMA-based reporting shows that mada ecommerce sales reached SR37.6 billion in July 2026, up 26% year on year, which supports continued growth in digital payments.

Kuwait, Qatar, Bahrain and Oman

These markets can work well when your product has a clear niche, strong AOV or low fulfilment complexity. They are smaller than the UAE and Saudi Arabia, but competition and CPM pressure can also be lower. Test them after you have a proven creative, offer and fulfilment flow in your primary market.

MarketBest fitMain watch-out
UAEHigher AOV, English-friendly and fast cross-border testingCompetitive auction and rising acquisition costs
Saudi ArabiaArabic-first offers, local fulfilment and a COD plus prepaid mixCOD failure, returns and trust barriers
KuwaitNiche premium products and Arabic-English mixed campaignsSmaller audience pool
QatarPremium and lifestyle categoriesMarket size and delivery coverage
BahrainLow-risk regional expansionLimited scale
OmanSelective category expansionLogistics and payment coverage

If you run several markets from one store, separate campaigns by country, currency, language and delivery promise. A single GCC campaign usually hides which market is profitable.


TikTok Shop UAE and Saudi Arabia: Current Status and What Sellers Should Do

TikTok Shop is one of the most misreported topics in GCC ecommerce. Some articles describe it as live in the UAE or Saudi Arabia, but current seller-access checks and TikTok’s published regional availability do not support that position.

As of October 2026, industry checks report no UAE Seller Center, local checkout or official UAE launch date. The same issue applies to Saudi Arabia. Saudi Arabia does not appear on TikTok’s published list of TikTok Shop regions, which means there is no confirmed local seller-registration route.

Reports of a possible Saudi launch in early 2027 exist, but they remain unconfirmed. Until TikTok officially adds the UAE or Saudi Arabia to its seller regions, plan around TikTok Ads, Spark Ads, creator partnerships and cross-border selling where eligible.

QuestionCurrent practical answerWhat to do now
Is TikTok Shop live in the UAE?No confirmed local Seller Center or local checkoutRun TikTok Ads and creator-led campaigns
Is TikTok Shop live in Saudi Arabia?No confirmed local Seller Center; launch rumours remain unverifiedPrepare feeds, compliance and creative, but do not depend on Shop
Can Gulf brands still use TikTok?YesUse paid TikTok, UGC and retargeting
Should you wait for TikTok Shop?NoBuild demand and creative assets now

TikTok and Google Ads Attribution for UAE Ecommerce Brands - kaaf media network

For a deeper measurement workflow, see Kaaf Media’s guide to TikTok and Google Ads attribution. It is especially useful if you run TikTok and Google campaigns in parallel for UAE ecommerce.


Paid Social CPM Gulf 2026: Meta, TikTok and Snapchat Benchmarks

Most Gulf CPM articles publish one number. That is misleading. The same country can show very different CPMs depending on audience, objective, placement, creative quality, season and account history.

For example, Lebesgue reports a USD 12.01 median Facebook CPM for Saudi ecommerce in 2026. Other Gulf-focused agencies publish wider ranges. Treat all of these as directional inputs, not fixed prices.

Lebesgue reports a USD 12.01 median Facebook CPM for Saudi ecommerce in 2026.
Source: lebesgue | Meta CPM by country

Platform-level data also shows why TikTok deserves a structured test. In Triple Whale’s benchmark dataset covering August 2025 to July 2026, the median TikTok CPM was USD 4.08 across more than 5,900 brands, compared with a USD 15.06 Meta median across more than 40,000 ecommerce brands. That does not guarantee cheaper Gulf acquisition costs, but it makes TikTok a logical channel to test against Meta.

Channel and marketPublished range or medianSource typePlanning use
Meta CPM, Saudi ArabiaUSD 12.01 median; other sources cite USD 8 to 15Vendor and agency benchmarksSet an initial test budget, not a performance promise
Meta CPM, UAERoughly USD 6 to 14, depending on sourceVendor and agency benchmarksUse as a directional auction-cost estimate
TikTok CPM, Saudi ArabiaSAR 4.50 to 9.00, roughly USD 1.20 to 2.40Agency benchmarkTest upper- and mid-funnel creative
TikTok CPM, globalUSD 4.08 median, Aug 2025 to Jul 2026Large platform panelUseful context, not a Gulf guarantee
Snapchat, Saudi ArabiaSAR 6 to 18, agency-reportedAgency benchmarkTest strongly for KSA youth and local reach

How to build your own paid social CPM baseline

  1. Run each platform for at least 14 days with a consistent objective and audience structure.
  2. Separate prospecting, retargeting and creator-style campaigns.
  3. Record CPM, CTR, hook rate, cost per initiated checkout, confirmed purchase rate and blended CAC.
  4. Compare platform-reported purchases with store revenue.
  5. Rebuild your benchmark every quarter, especially after Ramadan and White Friday.

Snapchat remains especially relevant in Saudi Arabia. Snap has reported more than 26 million monthly users in the Kingdom, with strong reach among younger Saudis. Treat company-reported reach as audience potential, not unique-person reach. Snapchat Saudi Arabia audience report


Noon, Amazon.ae or Your Own Store: Where to Spend Digital Advertising in the Gulf

Marketplaces and your own store solve different problems. Marketplaces bring existing demand and trust. Your own store gives you customer data, creative control, retention and higher long-term margin potential.

ChannelBest forMain limitation
NoonGCC-native demand, regional visibility and marketplace shoppersLess customer ownership and pricing control
Amazon.aeHigh-intent UAE shoppers and established product categoriesMarketplace fees and limited first-party data
Your own Shopify, Salla or Zid storeBrand building, retention, email and WhatsApp marketing, and margin controlYou must create demand and trust yourself
Google Search and ShoppingCapturing existing product and category demandLess effective for unknown products without search volume

A practical budget split for many growing GCC brands is to use marketplaces for demand capture, Google for high-intent search, and Meta, TikTok or Snapchat for demand creation. The exact split should follow contribution margin, not platform preference.

If you sell through Salla, Zid or Shopify, confirm that your pixel, server-side events, product feed and checkout events work before increasing spend. Platform tracking gaps can make an unprofitable campaign look successful. AdGrow’s Salla, Zid and Shopify paid ads guide explains why the gap between platform-reported and store-confirmed revenue deserves regular review.

AdGrow’s Salla, Zid and Shopify paid ads analytics
Source: adgrow analytics

COD vs BNPL vs Prepaid: Margin Math for GCC Ecommerce Stores

Cash on delivery can unlock demand in the Gulf, especially in Saudi Arabia. It can also quietly destroy margin when failed deliveries, returns and confirmation costs are not modelled.

A Gulf COD fulfilment operator estimates that unconfirmed COD shipments fail 25 to 45% of the time, depending on product category and traffic source. This is a vendor-reported range, not an audited industry dataset, so replace it with your own confirmation and delivery data as soon as possible.

BNPL fees also reduce contribution margin. Third-party payment guides commonly report Tabby merchant fees at 3.5 to 5% and Tamara fees at 3 to 4.5%, but both providers set pricing by contract. Confirm your actual rate with your payment provider before using these numbers in a profit model.

Worked example: UAE prepaid order

  • Selling price: AED 300
  • Product and fulfilment cost: AED 120
  • Delivery cost: AED 25
  • Payment fee at 3%: AED 9
  • Returns allowance at 8%: AED 24
  • Contribution before ads: AED 122

If your target contribution margin before ads is AED 60, your maximum allowable acquisition cost is AED 62. That is your real break-even CPA, not a platform-reported ROAS target.

Worked example: Saudi COD order

  • Selling price: SAR 300
  • Product and fulfilment cost: SAR 120
  • Delivery cost: SAR 30
  • COD handling and confirmation cost: SAR 20
  • Expected COD failure and return loss at 30%: SAR 51
  • Contribution before ads: SAR 79

In this example, a 30% COD failure assumption removes a large part of the margin before advertising begins. If your actual COD failure rate is 40%, the same offer may need a higher price, prepaid incentives, better confirmation or a different product.

A high-margin product with heavy COD failure can be less profitable than a lower-margin product with strong delivery confirmation.


How to Track COD Orders in Meta, TikTok and Snapchat Ads

COD creates a measurement problem. The checkout event may fire, but the order may never be confirmed, delivered or paid. If your ad platform learns from unqualified COD events, it can optimise toward buyers who never complete the purchase.

Which event should you send?

  • Send InitiateCheckout only for funnel analysis.
  • Send Purchase only after order confirmation for COD.
  • Consider a separate Delivered or Confirmed Revenue event for long-term optimisation.
  • Use server-side tracking where possible to reduce browser and consent-related loss.
  • Reconcile platform purchases against store orders weekly.

A practical rule used by practitioners is to investigate when platform-reported conversions exceed store-confirmed revenue by more than 50%. A smaller gap can be normal because of attribution windows, view-through conversions and delayed reporting. AdGrow’s tracking guidance for Salla, Zid and Shopify recommends treating a large platform-versus-store gap as a signal-quality problem.

TikTok also provides attribution and performance-comparison tools that help advertisers understand measurement differences across attribution settings. Use them to diagnose signal quality, not to justify inflated ROAS. TikTok’s Attribution Analytics documentation

TikTok also provides attribution and performance-comparison tools that help advertisers understand measurement differences across attribution settings
Source: TikTok’s Attribution Analytics

Arabic Ecommerce Content Strategy: Dialect, Search and Creative Testing

Arabic localisation is not just translation. Saudi, Emirati, Kuwaiti and wider Gulf audiences respond to different phrasing, cultural references, formality levels and creator styles.

Many articles quote large Arabic-conversion uplifts, but few provide a reliable primary study. A more defensible global finding comes from CSA Research, which found that 76% of consumers prefer buying products with information in their own language, and 40% never buy from websites in other languages. That is not GCC-specific, but it supports the case for serious localisation. CSA Research findings via Kreative Clan

Khaleeji vs Modern Standard Arabic

AssetRecommended Arabic approachWhy
Video ads and UGCKhaleeji or country-specific dialectFeels native and conversational
Landing pagesClear Modern Standard Arabic with localised product termsImproves clarity and trust
Google Search adsTest Modern Standard Arabic and local search phrasingSearch queries vary by market
WhatsApp and SMSShort, conversational Gulf ArabicMatches how customers already communicate
Product descriptionsNative review by a local speakerPrevents awkward machine translation

How to run an arabic creative test for GCC ads

  1. Create one English hook, one Modern Standard Arabic hook and one native Khaleeji hook for the same offer.
  2. Keep the visual, offer and landing page consistent.
  3. Run each version with the same budget for at least 3 to 5 days.
  4. Judge hook rate, CTR, cost per confirmed purchase and return rate.
  5. Have a native speaker review dialect, tone, product names and cultural references.

AI can help with first drafts, but it often blends Arabic registers or misses local nuance. Keep a native reviewer in the workflow for ads, landing pages and customer-facing messages.


Ramadan, White Friday and Payday Budget Planning for GCC Ecommerce

GCC demand is seasonal, but many brands only raise budgets after CPMs have already increased. A better approach is to prepare creative, inventory, offers and budget pacing before the auction becomes expensive.

PeriodWhat changesPlanning action
RamadanHigher engagement and CPM pressure; one agency estimate puts CPM inflation around +68%Prepare creative early and increase budget gradually
White FridayStrong discount-driven demand; agency estimates cite +40 to 65% CPM increases in the UAE and +50 to 80% in Saudi ArabiaProtect margin and avoid discount-led losses
Saudi National DayLocal cultural demand and creative opportunitiesUse Saudi-specific offers and creator content
UAE National Day, Dec 2 to 3Seasonal demand and patriotic creative anglesPlan offers and delivery cut-offs early
Salary cyclesSpending power often rises after paydayAdjust pacing and retargeting windows around pay dates

These percentage increases are agency estimates, not universal rules. Use them to plan budget scenarios, then compare them with your own CPM and conversion data. BIMO’s Gulf Meta benchmarks and 23HubLab’s GCC Meta benchmark analysis both publish Gulf-specific seasonality observations.

For budget pacing, avoid turning everything on at once. Increase spend in steps, protect your best-performing audiences, and keep a reserve for retargeting during peak days.


Ecommerce Ad Compliance in Saudi Arabia and the GCC

Compliance is not separate from performance marketing. In Saudi Arabia, undisclosed advertising, misleading claims and fake offers can create legal and platform risk.

Saudi Arabia’s Commerce Ministry has referred social-media advertisers to investigation over alleged violations of the E-Commerce System, including fake goods, false claims and undisclosed advertising. It has also taken action against websites marketing fake goods to Saudi shoppers. Gulf News Saudi enforcement report and Gulf News fake-goods enforcement report

Practical compliance checklist

  • Disclose paid partnerships and creator collaborations clearly.
  • Avoid unsupported health, financial or product claims.
  • Confirm product standards and certification requirements before promoting regulated goods.
  • Display VAT, delivery, return and refund information clearly.
  • Collect consent for marketing messages and personal-data use.
  • Keep proof of product claims, supplier agreements and ad approvals.

Saudi Arabia’s personal data protection law is commonly referred to as the PDPL. Before making data-localisation or enforcement claims, confirm the current requirements with official Saudi regulatory sources.


AI Personalization for GCC Ecommerce Without Losing Local Cultural Touch

AI is useful for speed, not judgement. It can help you produce creative variations, analyse ad comments, draft product copy and summarise performance. It should not decide your offer, margin model or market strategy.

  • Use AI for hook variations, brief creation, translation drafts and reporting summaries.
  • Use humans for Arabic dialect review, brand voice, offer design and compliance checks.
  • Use automated bidding only after conversion signals are clean and consistent.
  • Do not scale AI-generated creative until it has beaten a control.
12 Best AI Tools for Ecommerce in 2026 You Can Use for Free - kaaf media network

For a practical tool shortlist, see Kaaf Media’s guide to the best AI tools for ecommerce.


90-Day GCC Ecommerce Scale Plan by Revenue Stage

Scaling in the GCC becomes easier when each phase has one clear job. Do not try to fix tracking, creative, market selection and retention at the same time.

PhaseFocusGate to move forward
Days 1 to 30Fix measurement, payment mix, COD workflow and market selectionStore revenue and platform conversions are reconcilable
Days 31 to 60Test offers, Arabic and English creative, creators and landing pagesAt least one repeatable profitable creative and audience pattern
Days 61 to 90Scale budgets, expand markets and build retentionContribution margin remains positive as spend increases

Days 1 to 30: Fix Measurement and Margin

  • Separate campaigns by country and language.
  • Set up confirmed-purchase tracking for COD.
  • Calculate contribution margin by payment method.
  • Build a 14-day CPM and CPA baseline.
  • Choose one primary market and one secondary test market.

Days 31 to 60: Test Creative, Offers and Payments

  • Test native Arabic, Modern Standard Arabic and English creative.
  • Test creator-led UGC against studio-style ads.
  • Test prepaid incentives against COD.
  • Test landing pages, bundles and delivery promises.
  • Pause offers that cannot survive return and COD failure assumptions.

Days 61 to 90: Scale Budgets and Expand Markets

  • Increase budgets in controlled steps.
  • Expand into one additional GCC market only after the first market is stable.
  • Add WhatsApp, email or CRM-based retention flows.
  • Prepare seasonal creative before Ramadan and White Friday.
  • Review compliance, product claims and creator disclosures.

If you need help turning this into an execution plan, Kaaf Media’s digital advertising services cover paid social, search, marketplace and measurement support.


Frequently Asked Questions:

These are the questions GCC ecommerce owners ask most often before committing budget to a new market, channel or payment method.

Which digital marketing channels are driving the highest ROI in Saudi Arabia vs. the UAE?

There is no single highest-ROI channel for the whole GCC. In the UAE, Google Search, Shopping and marketplace ads often capture existing demand efficiently, while Meta works well for demand creation and retargeting. In Saudi Arabia, TikTok and Snapchat can be strong discovery channels, especially for fashion, beauty and youth-focused products, while Meta and Google help convert existing interest.

The right allocation depends on your contribution margin, AOV, COD exposure and fulfilment capacity. Start by separating prospecting, retargeting and high-intent search campaigns. Then judge each channel on confirmed revenue and contribution margin, not platform-reported ROAS.

Retail media on Noon and Amazon can convert well because it reaches shoppers closer to purchase intent. However, marketplace ads usually give you less first-party customer data and less control over retention. Use them to capture demand, then use your own store, WhatsApp and email flows to build repeat revenue.

How are brands successfully implementing AI personalization without losing the local cultural touch?

The strongest use of AI in GCC ecommerce is operational, not cultural. Brands can use AI for product recommendations, demand forecasting, creative variations, translation drafts and performance reporting. These tasks benefit from speed and scale.

But local trust still needs human judgement. Arabic dialect, religious and seasonal context, creator selection, humour, product claims and Ramadan or Eid messaging should be reviewed by people who understand the market.

A practical workflow is to let AI produce first drafts and variations, then have a native Arabic reviewer approve dialect, tone and cultural references. Use AI to create more options. Use humans to decide what represents your brand.

What role do BNPL platforms play in e-commerce marketing strategy for 2026?

BNPL platforms such as Tabby and Tamara can reduce checkout friction and make higher-priced products feel more affordable. For many GCC stores, they are worth testing as a conversion and AOV lever, particularly for fashion, electronics, beauty and home categories.

They are not free money, though. Merchant fees reduce contribution margin, and BNPL should not replace a clear pricing and returns strategy. Before promoting instalments in ads, calculate the fee impact on your break-even CPA and confirm the exact rate in your merchant agreement.

A good test is to show BNPL only where it improves completed purchases without attracting customers who later return products. Track AOV, return rate, payment failure and contribution margin by payment method.

What is the impact of social commerce and livestream shopping in the GCC?

Social commerce is already important in the GCC because discovery, trust and purchase often happen inside social platforms. Creator content, UGC, WhatsApp conversations and short-form video can move customers from awareness to purchase faster than a standard product page.

Livestream shopping is still developing, and its impact varies by category and market. It tends to work best when the host has real product expertise, the offer is clear and viewers can buy without friction.

For now, most GCC brands should treat livestream shopping as a test channel, not a core dependency. Build a repeatable creator and UGC workflow first. That gives you assets you can use across TikTok, Meta, Snapchat and future social-commerce features.

What are the biggest logistical barriers impacting e-commerce marketing success?

The biggest barrier is treating marketing and operations as separate functions. A strong ad can bring orders, but late delivery, poor confirmation, high COD failure or unclear returns will damage both margin and repeat purchase rate.

COD is the clearest example. Unconfirmed orders, failed deliveries and returns can make a campaign look successful in the ad platform while the store loses money. Brands should track confirmation rate, delivery rate, return reason and contribution margin by campaign.

Before scaling ads, confirm delivery coverage, return handling, customer-service response time and stock availability. In the GCC, a reliable post-purchase experience is part of the marketing system, not an operational afterthought.


Sources, Methodology and Last Updated for This GCC Ecommerce Guide

This article uses external estimates where first-party GCC data is unavailable. Benchmarks come from vendor, agency and research sources, so treat them as planning ranges. The strongest data points are central-bank figures, peer-reviewed studies and platform documentation.

SourceTypeUsed for
Saudi Gazette reporting SAMA dataCentral-bank data via news reportSaudi mada ecommerce sales
Mordor IntelligenceMarket researchSaudi ecommerce market estimate
Mordor IntelligenceMarket researchUAE ecommerce market estimate
IMARC GroupMarket researchBroad GCC market-size context, including B2B and C2C transactions
LebesgueVendor benchmarkSaudi Meta CPM median
Triple WhalePlatform panel benchmarkTikTok and Meta CPM context
MyZambeelCOD fulfilment vendorCOD failure-rate range
TrueschoPayment guideCommonly reported Tabby and Tamara fee ranges
Frontiers in CommunicationPeer-reviewed studyInfluencer trust and purchase intent
Z Media and Lilach BullockIndependent status checksTikTok Shop UAE and Saudi availability
TikTok for BusinessPlatform documentationAttribution measurement

Last updated: October 19, 2026. TikTok Shop availability, CPM benchmarks and regulatory enforcement should be rechecked before major budget decisions.

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