METHODOLOGY

Measure what an AI answer actually says.

Dambru Ads measures AI visibility with fixed buyer-prompt sets, recording brand presence, cited sources and market or engine variation. We calculate share of answer as valid runs where the brand appears divided by total valid runs, then report citations won, enquiries and booked meetings separately. Any sample scorecard is an illustrative format, never a client result.

What is in the scorecard

Keep observation separate from outcome.

01 · PROMPT SET

Fixed buyer questions

Keep the exact wording stable. Record engine, model label where available, date and market context for each run.

02 · SHARE OF ANSWER

Presence within valid runs

Share of answer = valid runs naming the brand ÷ total valid runs × 100. Count a brand at most once per answer. Report each engine, prompt group and market separately.

03 · CITATIONS WON

Sources, not just mentions

Report the citation URLs that support or describe the brand in observed answers. Distinguish a citation from an unlinked mention and keep the source list.

04 · ENQUIRIES

Qualified interest

Count enquiries attributable to the agreed channels only when the business provides the relevant records and tracking context.

05 · BOOKED MEETINGS

Pipeline movement

Report booked meetings separately from enquiries, using the client's calendar or CRM evidence where provided.

06 · LIMITATIONS

Repeat and qualify

AI answers can vary by prompt, engine, model, date and market. A snapshot is not a universal ranking or a promise about future answers.

Illustrative format, not a client result

Sample scorecard layout

Fixed buyer promptBrand namedSource citedNext observation
“What is Dambru Ads?”Example statusExample URL fieldCheck entity wording
“ChatGPT Ads agency Texas”Example statusExample URL fieldConfirm current market status
“GEO agency for small business”Example statusExample URL fieldReview supporting evidence

This is an illustrative format, not a client result or measured score. No values, clients, results or performance metrics are represented.

Read Dambru's parent-site audit example

FREE AI VISIBILITY AUDIT

Start with a baseline you can repeat.

The free audit provides the prompt-level starting point; ongoing reporting is scoped only after the audit.

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01
Method100+ buyer prompts, four AI engines
02
PolicyNo guaranteed AI answers
03
Next stepA written, prioritised readout
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