AEOAI answers, official information & citations
Check the evidencebehind the brand’s answers.
Outdated product details, missing conditions, inconsistent company descriptions. We compare customer questions, answers and sources, then improve the official information your brand can control.
Discuss brand information and AI answersBetween the question and the official source
Which source supports that description?
Read the conditions a customer needs to understand alongside the official documents. Establish what the evidence supports, then add missing conditions to the source.
Official information review · 8 September 2026
After the audit, who implements the changes?
We compared weballin’s SEO service and consulting pages, reading the implementation scope alongside the conditions for agreeing responsibilities.
We already work with a developer. Can weballin also help implement the audit findings?
SEO service FAQ · captured 9 September 2026Read the source text
We connect priorities with page specifications, content planning and production, development collaboration and release checks. We agree what your team will implement and what weballin will deliver, then verify the changes against the same criteria.
Agreeing scope with the existing team
Consulting informationYes. We first align each team’s role and decision-making responsibilities, then deliver findings in a form the people doing the work can use.
If weballin’s implementation services are needed, we agree that scope separately.
- What the sources establish
- Implementation support is available. That does not mean every production or development task is automatically included in consulting. The existing team’s responsibilities and weballin’s scope must be agreed first.
- The condition to preserve in official copy
- Specify who owns the revisions, copy production, development collaboration and release checks. Carry those responsibilities through the enquiry guidance and proposal.
- follow up
- Review both pages when the service scope changes. When AI answers are collected, compare them with these sources to check that the conditions have not been omitted or expanded.
A review of weballin’s official documents, not an observation of an AI model response.
Keep the question and its sources
Identify real customer questions and the official documents that address them. If an AI answer has been observed, retain its wording, cited URLs and observation conditions.
Have the owner verify facts and conditions
Separate missing information, outdated facts and overstated claims. Use source documents and the responsible owner’s confirmation to decide which wording and pages need attention.
Update official information, then review again
Align product, comparison and FAQ pages with company materials. Verify the published source, then revisit the same questions and record unresolved issues.
A follow-up needs the same frame of reference.
Record the question, service, model, search settings and time, then compare answer text and sources. Being mentioned, being described accurately and having an official page cited are separate checks.
Keep the revised wording and unresolved questions so that the next review builds on the previous decision.
Start with the source behind a disputed answer.
Share common customer questions and official materials. If you have observed an AI answer, include the question, service and date so we can identify the facts and pages to review.