The service details are out of date.
Check whether the source describes the current offer and coverage.
AI Search Optimisation
When customers ask Google or ChatGPT about your services, they may find incomplete answers or outdated business details. We start with one real customer question, check the available sources and agree with you what needs attention.
An incomplete answer can send a customer towards the wrong service or contact. We check the supporting facts with you before deciding what needs to change.
Check whether the source describes the current offer and coverage.
Identify which public page should explain the buying decision.
Confirm the correct facts before changing pages or markup.
Keep the exact question, tool, mode, language, location context and date with each observation.
The aim is a clear question, facts your team has approved and a next task with its limits recorded.
We keep the exact question, tool, mode, language, location context and date beside the answer. Device and signed-in state are noted where relevant and available, with any conditions we cannot hold constant.
Compare service and coverage statements with approved facts. Treat an incorrect location, a missing link and an absent mention as different observations.
For a confirmed coverage conflict, identify the cited source and the person who can correct it. If the cause is unclear, define the evidence needed before recommending an edit.
We follow a selected customer question from an observed answer to the public source and an agreed next task. Your team helps confirm the business facts and who can act on a supported finding.

Your team shares the service areas and services an owner or subject expert can confirm.
We agree the exact buying question, relevant languages, location context and tools or modes to sample.
We keep the dated answer, the mode used and visible links. Missing answers or links stay recorded as missing.
If an answer gives a wrong service area, we compare its cited source with approved coverage. An absent brand mention alone does not establish a page fault.
We identify who can approve and implement a source correction, and whether a repeat check is included. A repeat check describes that sample; it does not predict future visibility.
Each service addresses a different part of the question, page or observation. We agree the depth of work and who is responsible for each part before starting.
Record selected questions, answers and sources before changing pages.
Review source pages behind relevant Google searches.
Check ChatGPT search crawler access and current business facts.
Make useful expertise answer a real customer question.
Connect accurate business facts and page descriptions.
Repeat dated observations and record what remains uncertain.
Open each area to see a possible scope. We confirm the evidence and access needed, outputs, approvals, implementation responsibilities and limits with you before work starts.
Possible scope 1
Choose actual buying questions and agree tool, mode, language and location context.
See what this coversA fixed sample gives the observations a comparable starting point.
Possible scope 2
Keep the exact wording, dated answer and visible source links together.
See what this coversRecord absent answers or sources without inventing a result.
Possible scope 3
Compare coverage or service claims with facts the business has approved.
See what this coversA missing mention alone does not identify a website defect.
Possible scope 4
Separate a confirmed factual error from a useful improvement or unresolved question.
See what this coversIdentify the relevant page and the evidence needed for the next check.
Each step connects a customer question with the evidence available and the next decision. We agree who does each part before work starts.
Identify the buying decision, relevant market and public facts before collecting observations.
Record the conditions, check the sources and distinguish incorrect facts from answer variation.
Confirm who can approve the facts and implement a change. A follow-up observation cannot guarantee inclusion or outcomes.
The walkthrough shows what a useful record would contain. A later answer change does not prove that a page edit caused it.
Illustrative working example · Question and source review
We agree a customer decision, collect dated answers and investigate supported factual gaps. For example, a cleaning enquiry may depend on whether a supplier serves the customer’s location.
Customer question
What should I check before choosing a supplier?
The customer needs clear scope, suitability and contact information before deciding which supplier to approach.
Open each step to see the proposed checks, evidence and possible next task.
Customer question
We agree the question wording and add named-business or location questions where useful. We agree languages, location context and the tools or modes to sample.
Evidence to collect
We save the exact question, tool, mode, date, language, available location context and visible links. We note device and signed-in state where relevant and available, plus conditions we cannot hold constant. Missing answers or links remain missing; this illustration contains no captured result.
Possible action
We trace a wrong fact to its source and compare it with owner-approved information. We agree who can correct that source, whether it is your website or a third-party page, and whether implementation or a repeat check is included. An absent brand mention alone does not establish a website fault.
Platform guidance: Google’s guidance for AI Search features.
Bring the customer question, relevant pages and the person who can confirm the facts. Before we start, Aaron agrees the scope with you, including who approves changes and who implements them.

Explain what your customer or buyer needs to decide and share the page or observation that concerns you.
Name the subject expert or business owner who can confirm coverage, specifications and scope.
We agree whether the engagement supplies recommendations, edited pages or implementation, and whether a repeat check is included. For ongoing observations, see LLM Visibility Monitoring.
Select the statements that describe your situation. This helps frame a discussion; it is not an automated qualification or visibility score.
Short answers on what AI Search work can show, what it cannot, and who does what.
Normal SEO fundamentals remain useful for Google AI features: accessible pages, clear content and accurate visible information. Our AI Search work adds a defined customer question, a review of the available sources and dated observations.
No. Google and ChatGPT decide which answers and sources to show. Improved source pages do not guarantee inclusion, citations, enquiries or sales.
No special AI files or schema are required for Google AI Overviews or AI Mode. Your page still needs to be indexed and eligible to show with a snippet, and your site must not be excluded through the Search Console generative AI setting. Inclusion is the default, and that setting does not control AI training. Accurate structured data can describe visible facts; it does not guarantee a citation.
Keep the question, tool, mode, language, location context and date with each sampled answer. Google’s Generative AI performance report shows combined AI Overviews and AI Mode impressions by page, country, device and date when enough data is available. It counts impressions only; clicks from these features sit within your ordinary Search Console web search totals. The report does not show your sampled answer or cover ChatGPT and other AI tools. Keep impressions, sampled answers, enquiries and sales distinct.
Agree this in the proposal. It should identify the deliverables, factual reviewer, implementation owner and follow-up responsibilities; recommendations alone do not change a page.
No. A bounded question-and-source review may be enough to choose a next task. Agree repeat checks only when they support a business decision, with sampling limits and a review owner.
Choose the work around the problem: an AI Visibility Audit for an unclear starting point, Content Optimisation for confirmed content gaps, Entity SEO and Schema for conflicting business details, and LLM Visibility Monitoring for repeat checks that support a decision. We agree a bounded first scope.
Yes. A useful first scope can cover one customer decision and the pages behind it. We confirm the offer, location and responsibilities with you before deciding whether wider work is needed.
No. We start by reviewing your existing pages, keep useful material and identify confirmed gaps. Any Content Optimisation or page changes need an agreed scope; Google does not require rewriting content just for AI systems.
Treat each language as a separate question set when it matters to customers. Keep the wording and language with each observation, and have someone competent in that language approve any revised page.
A practical starting point
Share the customer question and the page or observation that concerns you.