Be present when intent becomes clear.

AI advertising planning starts with the context of the conversation and the relevance of the offer. Organic discovery and sponsored placements have different roles, so they need distinct objectives even when the brand message is shared. Confirm the options available to your account before designing a campaign around a particular feature.

Begin by writing down the situation in which your offer becomes useful. Someone learning about a problem may need an explanation; someone comparing providers may need proof of fit; someone ready to act may need a clear booking or purchase step. The same message is unlikely to serve all three equally well.

Imagine a local business offering planned electrical inspections. A broad message about being the best electrician does little to explain who should respond. A more useful test could focus on property managers arranging inspections across several buildings, with a destination page explaining the scope, scheduling process and information needed for an estimate.

The planning question then becomes specific: does this offer bring enquiries from the intended type of customer? Before launch, define what makes an enquiry relevant. Record the service requested and whether it falls within the business’s coverage. This is a hypothetical planning example, not a claim about a live NapoleonGPT campaign or its results.

• Customer: who has the problem you can solve?
• Offer: what practical next step are you presenting?
• Evidence: what would make the response worth pursuing?

The destination should fulfil the expectation created by the message. Put the service and intended customer near the top. Further down, explain how the work is delivered, what is included and which details affect suitability. Give the visitor enough information to decide whether taking the next step makes sense.

Review the page on a phone as well as a desktop. Check the form, the confirmation and the route by which the enquiry reaches your team. A campaign can create interest while the website quietly loses it through unclear instructions or a broken contact flow. Those problems should be resolved before judging the offer itself.

A test budget should be attached to a question. You might want to compare two ways of describing an offer, understand whether a particular audience responds or check whether the destination converts relevant interest into enquiries. Decide what information is required and what you will do if the evidence is inconclusive.

Keep a record of meaningful changes during the test. If the message, destination and follow-up process all change at once, interpretation becomes harder. Review delivery and business outcomes together, and distinguish an observation from an explanation. A quiet period may call for investigation rather than an immediate judgement that the channel does or does not work.

• Define the objective and the limits of the test.
• Agree who checks results and who approves changes.
• Decide whether to continue, adjust or stop based on the evidence.