SuperAPI AI Directory

meta-budget-planner

Marketing & growth

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Updated 10-16 08:04

About this skill

Meta Budget Planner

Splits a confirmed monthly marketing budget across channels, content production, tools and contingency, and ties it to revenue through a bottom-up plan and a CAC ceiling. Amounts are in UGX and calibrated for the Uganda/East Africa market as of 2026; confirm exchange rates, tool subscription costs and freelance rates before presenting any plan.

Use When

  • The marketing budget is confirmed, say UGX 1.5 to 5 million a month, and the owner asks how to divide it across channels, production, tools and a reserve.
  • The client wants to know which budget tier fits them and what Starter, Growth or Scale spending buys.
  • Work back from next year's sales or revenue target to the enquiries, deals and opportunities each channel must bring in, the most we can afford to pay to win a customer (CAC ceiling), a weighted pipeline forecast and deal velocity targets.
  • A quarterly budget review should move money from weak channels to proven ones.

Do Not Use When

  • advertising-strategy-and-budget for paid-media objectives, the ad budget floor and ceiling and spend release phases.
  • meta-roi-framework for proving the return on money already spent.
  • media-planning for the media schedule, flighting and weights.
  • Stop before committing, moving or spending money; deliver the plan for the client's approval.

Required Inputs

Artefact Source/provider Required? If absent
Total monthly digital marketing budget (UGX or USD) Client owner or finance lead Yes Stop the allocation; if a revenue target exists, build the bottom-up revenue plan first and let its CAC ceiling set the budget.
One SMART objective for the next 6 months Client brief Yes Return the objective question; do not allocate against "general growth".
Current channels and monthly spend per channel, including zero-spend channels Client or ad-account exports Yes Rank channels as low priority (no prior evidence of paid return) and keep the paid mix to one platform.
Cost per result from previous paid activity and organic reach per channel Client-authorised platform exports If available Mark the ranking provisional and fund a small test (UGX 50,000–200,000) before scaling.
Revenue target, average deal value and historical conversion rates Client finance or sales lead For a revenue plan Apply the Kahan (2022) benchmarks labelled as benchmarks, not client results.
Team size, constraints and non-negotiables Client lead Yes Record "not stated" and flag any fixed line (for example a WhatsApp Business API subscription) as an assumption.

Workflow

  1. Ask the intake questions (budget tiers and allocation method § Intake questions); stop if there is no confirmed budget or objective, and route paid-media floors and phases to advertising-strategy-and-budget.
  2. When the budget must come from a revenue target, build the bottom-up revenue plan first and carry its CAC ceiling forward.
  3. State the five budget principles and show how each changes this client's allocation.
  4. Match the client to a tier (Starter, Growth or Scale); present the lower tier as the base when the budget falls between tiers and note what the higher tier adds.
  5. Apply the four-step channel allocation framework to the client's actual channels, then price content production from the EA rate table.
  6. Calculate ROI per channel with the client's own figures (or a labelled worked example) and check actual CAC against the ceiling.
  7. Build the monthly, quarterly and annual review cadence with a named owner for each review.
  8. Run the quality standards and the anti-slop gate; correct any line that does not map to the objective or breaches the CAC ceiling and rerun the check before hand-over. Deliver the plan for approval; never commit, move or spend money.

Outputs

Artefact Consumer Acceptance condition
Budget allocation plan (tier table, channel ranking, content budget, contingency) Client owner or finance approver UGX amount and percentage on every line; every line maps to the objective or is flagged for removal.
Bottom-up revenue plan with CAC ceiling Client owner; sales lead Funnel maths, channel inquiry targets and CAC ≤ CLV × 0.25 shown; benchmarks labelled.
Review cadence Named budget owner Monthly, quarterly and annual reviews with owners and reallocation triggers.

Evidence Produced

Evidence Format Acceptance condition
ROI and CAC workings Table per channel: TLV, COCA, ROI, CAC ceiling Client figures and benchmark figures labelled separately; formula cited (Bodnar and Cohen, 2012; Kahan, 2022).
Rate and exchange-rate log Table: item, rate, source, date Every UGX rate and the UGX 3,700 = USD 1 estimate confirmed with the client or suppliers, or marked unconfirmed.

Capability and Permission Boundaries

Read and search only; analysis is read-only. Publishing, spend, live account changes, outreach and personal-data processing need explicit, action-specific client authority. The plan goes to the client for approval; committing, moving or spending money is the client's decision.

Degraded Mode

Without a confirmed budget ceiling or channel cost evidence, return the narrowest qualified result and mark the affected checks not assessed. The tier comparison, the channel ranking logic and a bottom-up revenue plan on labelled benchmarks can still be delivered.

Decision Rules

Condition Action Failure or risk avoided
The client needs the budget derived from a revenue target, a funnel-based lead volume plan or a weighted pipeline forecast Build the revenue plan with bottom-up-revenue-plan first; cap the budget at its CAC ceiling (CAC ≤ CLV × 0.25). For customer value, use CLV (revenue × transactions × years, Kahan 2022) when purchase frequency is known and the simpler TLV (revenue × lifespan, Bodnar and Cohen 2012) otherwise; name the formula used. An activity budget with no link to revenue, or a budget that buys customers at a loss.
The requested outcome belongs to meta-roi-framework Route there and hand over the verified inputs already collected. Neighbour collision and duplicated work.
A channel is untested Run small paid experiments (UGX 50,000–200,000 per test) and commit no more than 30% of the paid budget to it in the first month. Large spend on an unproven channel or creative.
Ranking channels for paid budget Put a minimum of 70% of the paid budget into the highest-priority channel and keep no more than three channels in the paid mix. Spreading across four or more channels, which makes measurement impossible.
Budget is at Starter tier Focus all paid spend on one platform (Facebook is the default for Uganda/EA) and add no second paid channel until organic engagement is consistent. Thin spend that proves nothing.
A channel has spent more than 15% above plan in the monthly review Pause and investigate before continuing. Silent overspend.
A channel's ROI is below zero Pause and diagnose; optimise at 0–1.0, maintain and test scaling at 1.0–3.0, consider more budget above 3.0. Scaling a channel that loses money.
The client asks how their budget compares with other companies Use a dated, cited peer benchmark such as the Gartner 2025 CMO Spend Survey (register GARTNER-CMO-SPEND-2025; Secondary, Vendor research; figures NOT_ASSESSED until the release is read) as context only; state its sample, regions and firm sizes and never set the budget from it. Copying a large-company budget ratio onto an East African SME.
A channel decision rests on less than 90 days of data Wait for full data before adding or removing the channel. Reallocating on noise.

Quality Standards

  • All three tier templates are present with UGX amounts and percentages on every line; the client's tier is identified and highlighted.
  • The channel allocation framework is applied step by step to the client's actual channels and stated objective, not presented as a generic template.
  • The content production table uses EA market rates in UGX with freelance versus agency guidance matched to the client's tier.
  • The ROI formula (Bodnar and Cohen, 2012) is cited, defined and applied with the client's own figures where available, or with worked examples where they are unknown.
  • A monthly, quarterly and annual review cadence has named responsibilities and specific reallocation triggers.
  • Owned before paid is applied: at least one owned-channel line (email, WhatsApp or blog) at Tier 2 and above.
  • Every budget line maps to the stated objective; any line that cannot be justified is flagged for removal or deprioritisation.
  • Actual CAC is confirmed below the CAC ceiling before the plan goes to the client or board.

Anti-Patterns

  • Allocating a budget with no link to revenue. Fix: work back from the revenue target to required leads and cap spend at the CAC ceiling.
  • Paying to amplify weak content. Fix: fund content production first, then amplify the posts with the strongest organic engagement.
  • Scaling paid media before building owned assets. Fix: include an email or WhatsApp list-building line at every tier.
  • Carrying last year's allocation forward. Fix: reset from the objective at the annual review.
  • Recommending Google Ads for a client without a functional website and conversion tracking. Fix: hold that line until tracking exists.
  • Drafting influencer contract terms inside the budget plan. Fix: refer influencer contracts to a legal professional.
  • Presenting benchmark conversion rates as the client's own. Fix: label Kahan (2022) figures as benchmarks until client data replaces them.

References

  • Budget tiers and allocation method: read when asking intake questions, stating the five principles, presenting tier tables, ranking channels, pricing content, setting the review cadence or calculating ROI (TLV and COCA definitions).
  • Bottom-up revenue plan: read when the plan must start from a revenue target: funnel maths, channel inquiry targets, CAC cap (CLV definition), weighted pipeline, velocity and monthly funnel review.
  • meta-roi-framework: read when the client needs a full per-channel ROI model and attribution methodology.
  • meta-testing-framework: read before designing any new paid channel test.
  • 09-campaign-strategy: read when the objective needs refining into campaign-level tactics.
  • peso-integrated-strategy: read when a fully integrated Paid/Earned/Shared/Owned channel strategy is needed before the budget is finalised.
  • advertising-strategy-and-budget: read when the question is the paid-media budget floor, ceiling or spend release phases.
  • Anti-AI slop production gate: read when drafting the plan.
  • ai-slop-audit: read at the release checkpoint.