By Khalid Namra8 min read
Quick answer
A clear formula that turns a visibility score into money: how to estimate return before spending, and verify it after three months.
The formula
Return = (monthly buying-intent prompts × your citation share × conversion rate × average customer value) − monthly cost.
Every figure below is an illustrative model of the calculation, not a client result. Substitute your own numbers.
A worked example
| Variable | Assumed value |
|---|---|
| Monthly buying-intent prompts in your niche | 2,000 |
| Citation share before | 6% |
| Target citation share after 3 months | 18% |
| Conversion rate from a qualified visit | 3% |
| Average customer value | EGP 15,000 |
| Monthly programme cost | EGP 20,000 |
A 12-point citation gain on 2,000 prompts equals 240 extra appearances a month. At a 3% conversion rate that is roughly 7 customers, or EGP 105,000 in revenue against EGP 20,000 of cost. Even at one third of the model, the return stays positive.
How to verify instead of believe
- Log a baseline: visibility score and citation share one day before work starts.
- Freeze the prompt set for the measurement window.
- Connect Search Console for real visits, not estimates.
- Ask every new customer how they found you and log it.
- Review after 90 days: citation delta × actual conversion = real return.
Frequently asked questions
When do I see the first effect?
Quotable content and schema updates typically surface in generated answers 3–8 weeks after re-crawl.
Can the return be negative?
Yes, if prompt volume in your niche is tiny or customer value is low. That is why the model is run before spending, not after.
Related SADARA services
- The SADARA platformInstead of five tools and scattered reports: one visibility score and a priority list that tells you exactly what to do next.
- SADARA plansWe start with a free analysis of your site, then choose the plan that matches your market size and required growth pace.