AI Visibility Audit
Map relevant buyer prompts, brand mentions, citations, and competitor appearances to establish a documented starting point.
LLM Optimization Services
Help AI search systems find, understand, and reference your expertise. Connect technical SEO, useful content, and digital PR with a clear LLM optimization strategy.
A clear baseline. Prioritized actions. Measurable reporting.
Beyond a search ranking
When someone researches your category, your brand needs a clear story, useful evidence, and content that answers their actual questions.
We examine how your business appears across a defined set of AI search prompts, then build a practical plan around the gaps.
A buyer compares options, checks trade-offs, and looks for evidence.
What we work on
Build a stronger foundation for AI discovery by connecting how your website works, what your content explains, and how your brand is represented.
Map relevant buyer prompts, brand mentions, citations, and competitor appearances to establish a documented starting point.
Review crawl access, indexability, rendering, and the availability of the essential content that explains your business.
Clarify who you are, what you offer, and how your website and external profiles describe your products, services, and expertise.
Develop useful explanations, comparisons, and use-case content around the questions that shape buying decisions.
Develop original insights and pursue relevant editorial coverage that supports your expertise and gives people reasons to reference your brand.
Repeat a documented prompt set and review citations, answer accuracy, and attributable visits to guide the next round of improvements.
A look inside the deliverable
This sample structure shows how we organize an LLM visibility review. Your findings and scope are based on your website, target audience, and a documented test set.
Category, comparison, use-case, and buying questions.
Brand inclusion, cited URLs, and accuracy of descriptions.
Brands and sources appearing in the sampled responses.
Map unanswered buyer questions to relevant pages.
Identify claims that need first-party data, sources, or examples.
Agree which pages to update, consolidate, or create.
Record prompts, platforms, dates, and repeat observations.
Track sampled mentions and citations against the defined test set.
Review attributable visits, enquiries, and measurement limitations.
Our approach
Understand your offer, audience, competitors, and existing search visibility.
Agree on a roadmap based on impact, effort, and implementation dependencies.
Improve technical access, key content, and the evidence supporting your brand.
Retest, report what changed, and refine the next cycle of work.
What you receive
Know what is being reviewed, what needs to change, and how the work connects to your business. Deliverables are agreed around your priorities and engagement scope.
Before we start
LLM optimization involves reviewing how AI search systems describe and source information about your business, then improving relevant content, technical access, and supporting evidence. The work starts with a defined audience and a documented set of questions.
No. The work connects with your existing SEO strategy. Technical foundations, clear website information, and useful content remain part of the service scope. We align these activities with your broader organic search goals.
No. We commit to defined work, documented testing, and transparent reporting. Inclusion in an AI answer is outside any agency’s direct control, and responses can differ between prompts, platforms, and testing dates.
We agree on a prompt set and testing method, record sampled brand mentions and citations, review answer accuracy, and examine attributable traffic and conversions where measurement is available. Reports include context and limitations alongside the findings.
Timing depends on your starting point, the agreed scope, and how quickly changes can be implemented. We define milestones after the initial review rather than promise a universal results deadline.
Yes. The engagement can define who handles technical changes, content, approvals, and outreach. We agree on owners and priorities so your internal team can see what is needed and how the work fits together.
Start by sharing your website, priority products or services, target audience, markets, and main competitors. Any analytics or website access requirements follow the agreed engagement scope.
Request a free SEO audit to begin with your website’s search foundations, or contact us to discuss a dedicated LLM visibility review. We can then agree on the scope that fits your questions and business priorities.
Search Forge Digital
Start with your website’s search foundations, or talk to us about how your brand appears in AI-generated answers.