A proposal promises to get your business recommended by AI assistants. The monthly fee is clear. What your team will actually receive is not. Before approving that budget, ask a more useful question: what will be better about our website and our sales process even if an AI platform never cites us?

GEO means Generative Engine Optimization: work intended to make a business easier to discover, understand, and reference in AI-generated search answers. It is not a guaranteed placement program. For a business owner, a sound GEO engagement should buy specific improvements, transparent testing, and useful evidence—not a promise that someone can control another company’s answers.

1. Which customer decision are we trying to influence?

Start with the buyer, not the tool. A Northern Virginia commercial service firm might want procurement teams to understand its qualifications and service limits. An online retailer might need buyers to understand which product fits their application. Those are different problems and should produce different scopes of work.

Ask the provider to name the audience, the decision, the relevant website pages, and the desired next step. “More AI visibility” is too broad to approve on its own. “Help facilities managers verify our maintenance capabilities and request an appropriate assessment” gives the work a business purpose.

2. What will change on our website?

A useful proposal identifies deliverables your team can inspect: corrected service descriptions, stronger supporting evidence, clearer product information, repaired internal links, or technical barriers removed from important public pages. Ask for the actual URLs and the reason each page needs attention.

Google’s guidance for appearing in its AI search features says that existing SEO fundamentals still apply and that there are no additional technical requirements for AI Overviews or AI Mode. Eligible supporting pages must be indexed and eligible to appear in Search with a snippet. That guidance concerns Google’s features; it does not establish rules for every AI assistant.

Be cautious when ordinary SEO work is presented as a secret technical shortcut. Clear text, accessible public pages, accurate business details, and structured data that matches visible content can be sensible investments. None should be sold as a switch that forces an AI recommendation.

3. What does the visibility report actually measure?

A screenshot is an observation, not a stable market position. Answers can vary with the question, platform, location, account context, and date. Ask to see the test method before agreeing that an improvement in a dashboard proves success.

• Separate mentions from citations. Was your company named, was your website linked, or did the answer link to someone else’s description of your business?
• Separate branded from non-branded questions. Asking about your company by name is different from asking for a suitable provider without naming one.
• Keep the sample visible. Record the questions, platforms, dates, relevant settings, and both favorable and unfavorable results.
• Explain the score. A vendor’s visibility percentage only describes its chosen sample and calculation. Ask what changed if either changes.

Our guide to testing what AI search says about your business covers the observation process. When buying a service, the important additional step is making that process part of the agreed deliverables rather than accepting selected screenshots at renewal time.

4. How will we connect the work to business results?

Keep two types of evidence separate: work completed and outcomes observed. A corrected capability page is a deliverable. More qualified inquiries are an outcome. One can be verified immediately; the other may take longer and may also be influenced by seasonality, advertising, referrals, or changes in demand.

Track relevant landing-page visits, useful form submissions, qualified conversations, and eventual sales where your systems allow it. Use identifiable AI referrals as one signal, not a complete count. Google reports traffic from its AI search features within overall Web search performance in Search Console, so that report alone does not isolate a GEO campaign’s contribution.

5. Who owns the content, accounts, and ongoing work?

Confirm that the business retains access to its website, analytics, reports, and approved content. Define who checks technical or regulated claims before publication. Customer records and confidential proposals should not be uploaded to third-party AI tools without an approved data-handling process.

Ask what happens after cancellation. Which subscriptions stop? Which improvements remain? What maintenance does your team inherit? A manageable engagement should not leave behind a publishing system nobody can operate or hundreds of pages nobody can keep accurate.

Buy a focused Phase 1 before a large retainer

Start with one valuable service or product category. Agree on a baseline, a small set of page improvements, factual review, and a repeatable reporting method. Require a handoff that shows what changed and how to maintain it. Set a review date to assess delivery and early signals—not an artificial deadline for guaranteed AI placement.

If the provider can explain the work, acknowledge measurement limits, and leave you with a better website, the proposal deserves consideration. If the pitch depends on guaranteed citations, unexplained scores, or content volume without a buyer need, pause before committing.

Nexus Box can help establish those foundations through a focused website and SEO audit. The goal is practical: make your business easier to evaluate, make the next step easier to take, and keep the ongoing workload reasonable.