SHEKARI · SERVICES
GEO audit and AI search diagnostics before implementation
Before investing in a broad GEO program, it helps to identify the actual constraint: inaccurate brand facts, weak source pages, missing evidence or inconsistent answers in selected AI products. This initial audit captures a bounded set of real buyer questions, records what can be observed and checks those findings against the website. The deliverable is a prioritized diagnostic plan—not continuous model monitoring, a guaranteed AI citation or a claim about your overall AI market share.
When is this service relevant?
Typical situations worth investigating before choosing the next step.
There is no repeatable baseline for how selected buyer questions are answered across the relevant products.
Important service, product or brand facts are inconsistent, outdated or poorly supported on public pages.
Your team cannot decide whether content, technical SEO or specialized AI visibility work should come first.
Existing reports conflate a brand mention with a linked citation or an explicit recommendation.
Scope and potential deliverables
The final scope is agreed after reviewing the website; these are typical work areas.
A bounded question set with target language, market, buying intent, sampled product and observation date.
A response evidence matrix separating brand mentions, linked citations, recommendations and irrelevant responses.
A verified brand-facts and source-page gap register, including unsupported or contradictory claims.
A scoped review of crawl or indexing prerequisites where relevant, with technical issues assigned separately.
A prioritized action register linking each issue to its URL or source, proposed change, owner and validation step.
A limitations note explaining sampling uncertainty and whether follow-on specialist work or repeat monitoring is justified.
How the engagement works
The steps are adjusted to the scope we agree on.
- 01
Agree on the business question, target language, market and a small repeatable prompt set.
- 02
Capture answer observations and verify claims against brand-owned and official source material.
- 03
Rank actionable gaps and separate verified facts from hypotheses or model variation.
- 04
Deliver the baseline and decision-ready roadmap; implementation or ongoing monitoring is separately scoped.
IN-DEPTH GUIDE
What a GEO audit covers—and when a diagnostic is enough
Useful details to consider before deciding on this service.
A GEO audit is a limited, repeatable diagnostic, not an invented ranking metric for AI answers. It distinguishes missing source evidence, inconsistent brand facts and technical accessibility issues from ordinary answer variation. Its purpose is to identify what to do next and whether specialized or ongoing work is actually justified.
AI search visibility depends on clear, accessible information. On-page SEO supports content clarity, while technical SEO helps systems access and interpret the pages.
Define the decision and authentic buyer questions
Sample questions should reflect how buyers discover, compare or evaluate the service. Each prompt includes the target language, market and exact wording. A huge generic prompt library is not evidence of actual customer demand.
Record sampling context and uncertainty
The selected product, observation date, question and any reproducible conditions are logged with each answer. Personalization, model updates and unstable outputs mean these are observations, not a fixed ranking or defensible market-share measure.
Separate mentions, citations and recommendations
Being named, receiving a linked URL citation and being explicitly recommended for a stated need are different events. The evidence ledger records which actually occurred and checks whether a visible source supports the claim.
Check important brand facts for accuracy
Approved brand name, services, genuine contact facts and verifiable differentiators are compared with site pages and relevant public references. Contradictions are flagged; unverified business claims are not invented to fill gaps.
Review source pages before proposing more content
Service pages are checked for direct answers, dated facts, supporting evidence and relevant limitations. Improving existing content comes before creating another URL that could compete with the original page.
Identify technical access prerequisites
For target URLs, the scoped audit can check response status, indexability, rendered text and crawlable links where data is available. Deep technical implementation is a separate service and should not be hidden inside a GEO promise.
Translate observations into an actionable register
For each material gap, the report identifies the page or reference, evidence, proposed change, owner and acceptance check. Low-value observations and unconfirmed hypotheses remain distinct from work that can responsibly be prioritized.
Decide what specialized work is worth doing
Missing linked sources may call for citation analysis; conflicting company facts may call for entity-source corrections. Follow-on implementation and continuous prompt monitoring are optional next scopes, not automatic components of the initial diagnostic.
START A CONVERSATION
Start with an evidence-led GEO audit
Share your website, brand name and a few real buyer questions so we can agree the scope, languages and decision-ready output.
FAQ
Frequently asked questions
A few useful details before we begin.
How is a GEO audit different from full GEO services?
This page covers the initial diagnosis, a documented observation set and a prioritized action plan. The parent GEO page introduces specialist services such as citations, brand mentions and entity-fact consistency.
Will the audit calculate our exact AI visibility market share?
No. Prompt samples are limited, and output varies by model, product, time and query wording. Results are reported as observed examples with explicit limitations.
What do you need to start?
The website, approved brand name, a few authentic buyer questions and the target market or language are sufficient for scoping. Read-only access to relevant data can add useful context.
Will you recommend new pages for every question?
No. Existing service or source pages are reviewed first. A new URL is only considered where a distinct user need and purpose can be justified.
Can the audit guarantee a ChatGPT mention or Google AI Overview citation?
No. Each platform chooses its responses and sources. The audit helps document what can be checked and which website-owned problems are actionable.
What will be delivered, and is implementation included?
The core deliverable is an evidence ledger and prioritized action register with validation criteria. Hands-on changes and ongoing monitoring are scoped separately.