Analysis before advertising
Understand the bottleneck first. Then decide whether greater reach would actually help.
About Us
We are not an ad agency.
We build what comes before.
HADBA is a platform for data-informed sales decisions. We connect market analysis and your available business metrics with evaluated opportunities, clear priorities and concrete actions. For B2B companies and online stores asking: What should we do next — and what changed afterwards?
- Traceable sources
- Visible data gaps
- Reasoned priorities
The people behind HADBA
We build software the way we audit security systems.
HADBA was founded by Mahmoud Qaddoura. Our background is the financial sector: cyber risk and IT governance, with frameworks such as DORA, BAIT, MaRisk, NIS2 and ISO 27001. These are environments where a number without a source is not a number. It is an audit finding.
Across many projects we kept seeing the same pattern: companies advertise before the system behind the advertising exists. Budget goes into visibility while the foundations – offer, audience, price, process – stay untested. HADBA is the work that comes before the advertising. As software, not as a consulting project.
Hence the design: every number carries its source. Every assumption is marked as an assumption. What is missing is reported as missing, not estimated. That is not a marketing promise. It is the working method we bring from regulated environments.
HADBA is a small company. For you that means: you talk directly to the people who build the system, not to an account manager.
Companies advertise before the system exists. HADBA is the work that comes before.
- Regulated environments as the benchmarkDORA, BAIT, NIS2 and ISO 27001 are daily working ground – not a logo on a slide.
- DACH as home marketHamburg. German contract language. Hosting in Germany. GDPR from day one.
- A direct lineWe answer your questions ourselves. No ticket funnel, no account manager.
OUR STARTING POINT
Why HADBA exists
Companies have reports, tools and ideas. What is often missing is the connection: Which goal are we pursuing, where is the bottleneck and which action deserves our attention now?
HADBA brings analysis, prioritization and actions into a shared workspace. The free Revenue Snapshot provides an initial assessment from public sources. Your own business metrics create a more informed foundation for sales decisions — with visible assumptions and data gaps.
Our ambition: go beyond the report and connect an insight with the next useful step and an assessment of its impact.
When the diagnosis is missing
- Launch a campaign
- Buy more traffic
- Watch the results
- Look for causes afterwards
The HADBA approach
- Understand the data
- Identify the bottleneck
- Estimate the impact
- Prioritize an action
- Measure the result
OUR DECISION LOGIC
From signals to decisions
Not simply collecting more information. Making the next useful step easier to understand.
Free starting pointMore depth, depending on plan and data
Public signals
Understand the market, website, store and competition.
Revenue Snapshot
Reveal initial opportunities and open questions.
Precision analysis
Test assumptions against your real business metrics.
Revenue Model
Consider revenue, margin and conversion together.
Opportunity Engine
Evaluate potential revenue levers.
Priority
Weigh impact, data confidence, effort and risk.
Action
Prepare the next step and how to measure it.
Measure impact · Learn · Reprioritize
This is how our system is structured. The depth of a decision depends on the data available.
TRACEABILITY BY DESIGN
How we make decisions understandable
Trust takes more than a convincing answer. It requires identifiable sources, consistent calculations and clear reasoning. These are the foundations on which we build HADBA.
INPUT
What informs the assessment
- Website & store
- Public market signals
- Your own business metrics
- Connected systems, where available
- Previous results, where available
The foundation of our decisions
Put data in context
Review sources and assumptions
Understand relationships
Calculate economic effects
Explain priorities
Weigh impact, effort and risk
OUTPUT
What you can assess
- The starting point
- The identified opportunity
- The reasoning behind the priority
- The proposed next step
- The limits of impact measurement
Schematic illustration of our approach, not live data. A change following an action does not by itself prove that the action caused it.
WHAT GUIDES US
Our design principles
Not every extra feature improves a decision. These principles give us direction.
The offer before the copy
Good copy cannot replace an unsuitable offer. Audience and value belong together.
Handover over dependency
Insights should remain useful within your company — for your team and implementation partners.
Honest data
Measured, provided by you or derived: the origin matters. Missing values remain visible.
Impact over activity
A completed task is not yet a success. What matters is the change that can be traced afterwards.
One clear priority
A well-reasoned next action is more useful than a long list of unweighted recommendations.
CLEAR RESPONSIBILITY
What HADBA is built for — and what it is not
We prepare decisions and implementation. You remain responsible for your business.
Where HADBA helps
- Structure data
- Identify bottlenecks
- Evaluate opportunities
- Set priorities
- Prepare actions
- Assess impact
HADBA does not replace
- Your business leadership
- Professional review and approvals
- Your team and implementation partners
- Data that is not yet available
We are not a traditional advertising agency. Running ads and managing advertising budgets remain with you or your agency. Results also depend on data quality and implementation.
A SYSTEM THAT GROWS WITH YOU
From Snapshot to Revenue Operating System
Start with public signals. Your own metrics deepen the analysis; the connected decision logic supports priorities and actions. Ongoing impact measurement depends on suitable data and comparison periods.
START FOR FREE
Revenue Snapshot
An initial assessment from public signals, with opportunities and identifiable data gaps.
WITH REAL BUSINESS METRICS
Precision analysis
Your inputs make the analysis more specific and help test assumptions.
PREPARE DECISIONS
Revenue Decision System
Assess the economic relevance of opportunities and translate them into prioritized actions.
OUR DEVELOPMENT GOAL
Revenue Operating System
Connect measurements with previous decisions to learn from implementation.
The Revenue Snapshot is free. Deeper functionality depends on your plan, data foundation and available connections. The final layer describes our development direction.
OUR AMBITION
Better decisions. More deliberate growth.
Our mission
Help small and medium-sized companies understand their economic opportunities and choose the next useful step.
Our vision
HADBA aims to develop into a Revenue Operating System for B2B companies and online stores — with traceable decisions and a learning process.
Our design principle
Every new feature must make decisions easier to understand, simplify implementation or help assess impact more honestly.
First the system. Then the advertising.
Start with a free Revenue Snapshot. Discover initial opportunities and see which data is missing for the next step.
Free starting point · Public sources · Transparent uncertainty