A business fact can sit on a service page, a contact form, the footer, a local profile, a proposal and in structured data. Fix only the page you see most and the old version lives on everywhere else. Trojan Digital Marketing saw this on our own site in October 2026. Our website scan is powered by Jev, an outside tool we don't own. After Jeff Clerisier, our founder, corrected how we describe Jev, we went back through our pages and reworded the lines that still called it ours.
This guide is for small business owners and whoever edits their site. Start with the facts customers use to decide whether to contact you. Give each one an owner and a source, list every place it appears, and decide what happens when it changes. We can find the conflicts with you on a call: the first strategy call is free, and during business hours we aim to reply within five minutes.
Reliable public information also supports the agent ready website framework. An assistant can only work with the information and actions available to it. Consistency improves the material it encounters; it does not guarantee discovery or recommendation by a search product.
1. Identify the entity each fact describes
- Question
- Identify what the customer needs to know.
- Answer
- Explain it clearly.
- Evidence
- Support the answer with a source.
Begin with the business identity. Record the approved public name, official website, contact routes, and the relationship between any distinct brands or locations. A statement about one entity should not quietly become a statement about every related organization.
Keep service areas separate from physical locations. A company can serve customers in a city without operating an office there. The website, map, footer, and structured data should preserve that distinction. Do not create an address merely because a template includes an address field.
For a business with several actual locations, identify which facts apply to the organization and which apply to a particular location. Hours, departments, availability, and contact routes may differ. The record should make those differences explicit before content is reused.
2. Choose the facts that affect a customer decision
Prioritize services offered, service boundaries, public hours where applicable, inquiry routes, current program or product details, and supported credentials. Add process facts such as whether a form requests an appointment or confirms one.
Keep wishes out of the record. Claims like fast response, national leadership or guaranteed outcomes need a clear meaning and evidence before they go public. We hold our own reply time to that rule, so our pages state it as an aim during business hours. A useful maintenance system should make unsupported language easier to identify.
Classify historical project information separately. A case study can accurately describe work completed in an earlier year without implying that every detail remains a current offering. The proof library playbook explains how to maintain those project claims and their permissions.
3. Establish an authoritative source for each field
The source might be an approved service record, an operating schedule, a current credential record, or a public document issued by the responsible organization. Identify the person who can resolve uncertainty. A page copied from another page is a publication location, not necessarily the original authority.
For a hypothetical retailer, the operations team's approved hours record may be the authority for regular opening hours. A promotional graphic that repeats those hours should draw from that record. If the graphic and record disagree, the team should resolve the source conflict rather than select whichever version looks newer.
Public source links are useful when they let readers inspect supporting evidence. Internal approval records can also support business facts, but they should remain private when they contain nonpublic information. The public statement must still be clear and accurate.
4. Use a compact fact record
| Field | Purpose |
|---|---|
| Fact identifier | Connect the same statement across systems |
| Approved value or sentence | State exactly what can be published |
| Entity and scope | Identify the business, service, location, or period |
| Source and owner | Show where the information comes from and who resolves questions |
| Effective and reviewed dates | Separate when the fact applies from when it was checked |
| Review trigger | Identify the change or deadline requiring attention |
| Public uses | List pages, profiles, forms, and structured outputs that repeat it |
| Status and change note | Distinguish approved, uncertain, replaced, and historical records |
A spreadsheet or a modest content model can support this register. The important feature is the relationship between the approved fact and its uses. Choose a system the responsible staff can keep current.
5. Separate the dates that answer different questions
An effective date tells the reader when a fact applies. A review date tells the team when someone checked it. A publication date records when a page became public. A modification date should reflect a meaningful content change rather than an unrelated site build.
For a hypothetical seasonal schedule, a team might approve the information before it takes effect. The record should preserve both dates so a scheduled update does not accidentally appear as current information too early. An ended schedule should have a clear replacement or historical status.
Apply the same care to statistics. A report published this year may describe an earlier period or a forecast. We keep our own network figures whole. Our Indiana water restoration network logged 17 calls and form inquiries from 204 sites during July and August 2026. We don't quote that count without its sites and dates.
6. Define event based review triggers
Some facts need review when operations change: a service is added, a program stops accepting applications, a department changes, a contact route moves, or a credential expires. Others may justify a scheduled review because they change less predictably.
Assign the trigger to someone who learns about the change early. The content team should not discover a discontinued service only after a customer submits an unsuitable request. Include website updates in the business's existing service change handoff.
For retailers using Google Business Profile, Google's special hours guidance provides the relevant mechanism for exceptions. Treat the website and profile as separate publication locations that both need the approved schedule.
7. Resolve contradictions before spreading them
When two sources disagree, mark the affected fact as unresolved and identify who can verify it. Record the competing values, their scope, and their dates. An apparent conflict may reflect different locations or periods rather than an error.
Do not merge incompatible statements into a broader claim. A program offered at one campus does not become available at every campus; a project goal does not become an observed outcome; a product certification does not become a store wide certification.
If the business needs to keep a page live while a detail is checked, use accurate, limited wording and a suitable inquiry route. Do not publish a confident estimate as an official fact merely to avoid leaving a field empty.
8. Update visible content and action choices together
When a service changes, inspect its page, related articles, navigation labels, inquiry options, confirmation language, and routing. A corrected page still creates a confusing journey if the form offers an obsolete service name.
The navigation playbook helps connect stable labels to destinations. The article on clear forms explains why the control and receiving record should describe the same action.
Use a change checklist derived from the public use field in the register. Check each location after publication and record completion. This makes a service change a finite task instead of an uncertain search through the website every time.
9. Keep structured output aligned with the public page
A structured business record can make approved facts easier to reuse. The AI Answer Kit helps organize user supplied information and source links into reviewable output. Its completeness and source coverage indicators do not verify the sources or predict AI visibility.
If the website publishes structured data, it should describe the actual visible business and service information. Google's general structured data guidelines require relevant, truthful page representation. Do not add hidden claims or invented locations to make the record look more complete.
For a custom public JSON endpoint, document the fields and their meaning for the intended consumer. JSON's standard format does not make a custom business schema a universal discovery protocol. The article on publishing a reliable facts endpoint explains that distinction.
Keep private customer requests, authentication details, and internal notes out of public output. A fact register may contain internal references used by editors; the public export should include only information approved for public access.
10. Treat source availability and source support separately
A working link can lead to a source that does not support the claim. A broken link can point to evidence that once existed but now needs a maintained replacement or a different public explanation. Review both availability and meaning.
When a source changes, compare the exact claim with the current material. Record whether the change affects the statement, its date, its scope, or only the URL. Do not quietly attach a new source without checking that it establishes the same fact.
For important claims, preserve appropriate internal evidence of the review and the source version. The aim is to answer why the team believed the statement was supportable when it was published and whether it remains appropriate now.
11. Handle historical content and corrections deliberately
A dated case study or research article may remain useful as a historical record. Keep its observation period visible and explain a substantive correction when needed. Updating the headline's year alone does not make the underlying evidence current.
When replacing an unsupported claim, revise the surrounding logic as well. Removing a number may leave a conclusion that still relies on it. Recheck the title, excerpt, chart caption, summary, and related service copy for the same inference.
The article on reviewable website actions offers a useful parallel: preparation and commitment should be clear. For content, an internal draft should remain distinguishable from an approved public fact until the responsible review is complete.
12. Measure maintenance as an operational process
Track unresolved contradictions, overdue reviews, public uses updated after a change, and time from an approved operational change to corrected content. These measures describe the process directly. They are more useful than labeling the business fully AI ready based on a checklist score.
For SEO, AEO, GEO, and AI SEO reporting, distinguish the work from the observed search outcome. Google's AI optimization guidance does not require special schema for AI features. Consistent facts do not guarantee AI Overviews inclusion or any particular recommendation.
Start with a manageable sample of high impact facts and expand when ownership is working. A maintained record for core services and inquiry routes is more useful than a large register that nobody reviews.
Five business fact maintenance questions
Who should own the source of truth?
The person or team responsible for the underlying operation should verify the fact. A content owner can manage publication and coordinate the update.
Does every fact need a public citation?
No. Basic business facts may come from authorized internal records. Public claims that rely on external evidence should make that support understandable where appropriate.
Can a service area map imply an office?
It should not. Label the map for the actual area served and avoid invented office pins or addresses.
Does a complete AI Answer Kit output mean the facts are verified?
No. The tool organizes supplied information. The business remains responsible for reviewing the facts and the sources before publication.
What should a first maintenance sprint deliver?
A scoped fact register, named owners, resolved high impact conflicts, and a checked list of public uses for the first set of updates.
Make one business change consistent everywhere it matters
Bring a service change or conflicting public fact to Trojan Digital Marketing. We can discuss a practical content and implementation scope through website design and search content services. Start with a free audit if you need help identifying the first record to fix.



