A new label for search optimization does not make every proposed tactic useful. Before buying another AI visibility service or rewriting a website, ask what concrete weakness the work will address. A clear business purpose makes it easier to distinguish worthwhile improvements from a fashionable sales pitch.
Reconstructed archive: May 2026. Written in November 2026 using contemporary historical sources. The archive date organizes this series; this text is not a recovered original.
The May 2026 guidance resource
Google announced a generative AI optimization resource on May 15, 2026. It highlighted unique content, addressed AEO and GEO misconceptions, and described SEO practices as foundational. The announcement did not offer a special formula that guarantees inclusion in AI-generated search experiences.
Translate the proposal into a task
Ask the provider to identify the affected pages and the change they intend to make. Improving an unclear service explanation is reviewable. A promise to make the business AI ready without showing the work leaves too much uncertainty about both the deliverable and its value.
Contribute knowledge people can verify
Use relevant project evidence, practical explanations, and accurate business details. Explain limitations where they matter. Repeating broad industry statements in a different order adds little value, even when the new version includes terminology associated with AI or conversational search.
Keep the website usable
Check that prospective customers can find the offer, understand it, and complete an appropriate next step. A confusing contact process is still a business problem regardless of the discovery interface. Include practical website maintenance in the plan instead of focusing exclusively on how the page might be summarized elsewhere.
Agree how progress will be assessed
Define the evidence that would support continuing the work and the period needed for a fair review. Separate visibility observations from enquiries and sales. Useful optimization should leave the business with clearer information and a stronger customer experience, even when a particular search feature changes.
Explore website design, digital marketing strategy, or contact Guardian Solutions to discuss your next step.
Historical source: Google announcement dated 2026-05-15.
Before buying GEO or AEO: which work will actually be done?
Current review: November 9, 2026. Google's AI features guidance says ordinary SEO best practices remain relevant for AI Overviews and AI Mode; there are no additional requirements or special schema needed for those features. Its June 15, 2026 documentation update further clarifies that llms.txt is not needed for Google Search and does not positively or negatively affect visibility or rankings. Maintaining such a file for another system may have a separate purpose. Ask for that system's documentation rather than treating Google's statement as a rule for every AI service.
Compare proposals by deliverable, not by label
The examples below are hypothetical buying checks, not descriptions of a particular provider or a promise of results. For every proposed activity, record the platform and source, affected URL, implementation owner, acceptance check, recurring maintenance need and what the reported metric cannot prove.
- Correct service facts: identify the page and the business-approved source for service area, availability or exclusions. Name who approves and publishes the change. Accept the task when the visible page agrees with the approved facts; review when the business changes. Accuracy alone does not prove that an AI system cited the page.
- Make important content accessible: identify the intended search platform and the page's crawl, indexing or rendering problem. Assign the technical change and verify the public response and accessible content against that platform's guidance. Recheck after relevant releases. A successful access check does not guarantee indexing, ranking or citation.
- Improve evidence and context: identify the service page, relevant existing case evidence, original attribution and timeframe. Assign an editor and approver, then verify the published context and source links. Review when facts change. A stronger page is not proof of a causal traffic or revenue increase.
- Check inquiry paths: identify the destination and agreed verification method, including permission for any test submission. Assign fixes and confirm the public route works as intended. Review after form or website changes. A click is not an accepted inquiry, booked job or revenue.
- Clarify before buying: ask what verifiable work supports citation guarantees, universal AI rankings, special-schema requirements or an llms.txt-only package. Request current platform-specific evidence, the exact deliverable and its limits. A screenshot of one answer is not a stable ranking or proof that the package caused a result.
Separate the initial fix from continuing work
Ask which tasks repair a present problem and which require recurring review. Specify who supplies business facts and proof, who implements approved changes, what access is required, and how completion will be checked. Do not mistake a recurring report for recurring implementation. Review answer samples, referral visits, accepted inquiries and sales as different kinds of evidence.
Use our AI visibility audit deliverables guide to assess the findings you receive, and the SEO provider proposal checklist to compare scope. Then discuss ongoing SEO work around agreed responsibilities, useful pages and customer paths.
Current sources: Google's AI features and website guidance and the June 15, 2026 documentation clarification.