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TINOR / AI BUSINESS INFORMATION AUDIT

Public Business Information & AI Readiness Assessment

How AI-ready is your business information?

Discover how your business is represented across the public web — its coverage, completeness, credibility, consistency, and readiness for people and AI agents.

A complete picture of your business information. Not just an AI visibility score.

Pilot · Pre-launch. This submits an enquiry only. You will not be charged, and no scan or report is generated.

$29 · One-time reportNo subscription. Proposed price; purchasing is not yet open.

What you'll discover

Understand what your public information can support.

The audit is designed to give you a useful, sourced view of what is present and what deserves attention.

01

Your Public Information Footprint

Understand where business information appears across reviewed public sources and what the actual coverage includes.

02

How Complete Is Your Business Profile?

See whether key information about your identity, products, capabilities, and credentials is present and understandable.

03

What Supports Your Business Claims?

Distinguish business statements from third-party support, checks, current validity, and items that still need confirmation.

04

How Ready Is Your Business for AI?

Review discoverability, structure, machine readability, and the information routes available to AI agents.

Eight-dimension audit

One report. Eight distinct views.

Each dimension has its own scope and result. An unperformed check stays Not assessed; it is never silently treated as zero.

  1. 01

    Source Footprint

    Check scope

    Public information distribution and source coverage.

    Typical result

    A source list showing what was in scope, what was reviewed, and where coverage is limited.

  2. 02

    Business Identity

    Check scope

    The business entity, brand, website, and organizational identity.

    Typical result

    Identity references with links and any unresolved relationship questions.

  3. 03

    Information Completeness

    Check scope

    Products, services, capabilities, facilities, credentials, and business details.

    Typical result

    A coverage map of information found, missing, or awaiting confirmation.

  4. 04

    Evidence & Assurance

    Check scope

    Claims, supporting material, checks, and the basis for confidence.

    Typical result

    Claims kept distinct from third-party support, verification, and items needing review.

  5. 05

    Consistency & Freshness

    Check scope

    Differences across sources, updates, dates, validity, and conflicts.

    Typical result

    Source-by-source differences and dates, without assuming that a conflict makes either source false.

  6. 06

    AI Discoverability

    Check scope

    Public page accessibility, indexability, and machine-readable structure.

    Typical result

    Observed page access and structural signals within the declared review scope.

  7. 07

    AI Interpretation

    Check scope

    Only actual, recorded answers from AI systems that were tested.

    Typical result

    Not assessed unless a real test is run; any future observation must name the system, question, time, answer, and sources.

  8. 08

    Agent Interaction Readiness

    Check scope

    Recognizable official information and public routes for external requests.

    Typical result

    Visible information and request routes, with authority and access limits called out.

Illustrative sample · Synthetic data

A report you can inspect.

Every company, URL, date, and result below is invented to demonstrate report structure. Nothing here is a live scan, AI response, or customer result.

TINOR · BUSINESS INFORMATION AUDIT

Northstar Components Ltd.

Illustrative sample · Synthetic data · No live review performed

Report ID
SAMPLE-001
Review timestamp
2026-10-01 09:00 UTC · synthetic

Company identity

Business
Northstar Components Ltd. · fictional
Official website
https://northstar.example/ · reserved example domain
Identity note
Both sample pages use the same invented business name. This demonstrates matching references, not identity verification.

Information sources reviewed

  • https://northstar.example/aboutCaptured 2026-10-01 09:02 UTC · synthetic

    Sample statement: “Northstar Components supplies industrial valve components.” Supports the product scope note in finding F-01.

  • https://northstar.example/servicesCaptured 2026-10-01 09:03 UTC · synthetic

    Sample statement: “Machining and assembly services for industrial customers.” Supports the scope comparison in finding F-02.

Audit coverage

Illustrative scope: two fictional public web pages. No external registry, search index, country-specific database, or AI system was queried. No internet-wide coverage is implied.

Eight dimension summaries

  1. 01 · Source Footprint2 illustrative public pages reviewed; coverage is not exhaustive.
  2. 02 · Business IdentityName and website are consistent in the two sample records.
  3. 03 · Information CompletenessProduct scope is stated; facilities and credentials are not covered.
  4. 04 · Evidence & AssuranceA product claim links to a company page; independent support is not shown.
  5. 05 · Consistency & FreshnessA sample service description differs; source dates are synthetic.
  6. 06 · AI DiscoverabilityIllustrative page markup can be read; no search index status is asserted.
  7. 07 · AI InterpretationNot assessed · no AI system was queried.
  8. 08 · Agent Interaction ReadinessA public contact route is present; no agent action is authorized.

Source-backed findings

  1. F-01 · Product scope statement

    “Supplies industrial valve components” appears on the About page. Source: https://northstar.example/about · captured 2026-10-01 09:02 UTC (synthetic). Result: business statement identified; independent evidence not included in this example.

  2. F-02 · Services differ across sample pages

    The Services page names machining and assembly, while the About page names component supply. These may describe different aspects of the business; the difference is a question to confirm, not proof that either page is false. Source: https://northstar.example/services · captured 2026-10-01 09:03 UTC (synthetic).

Conflicts, gaps & limitations

  • Credentials and facilities are not represented in the two sample pages reviewed.
  • Page publication dates are unavailable in this synthetic example.
  • Public sources do not establish the truth of every statement.
  • AI interpretation is Not assessed; there is no model answer to compare.

Prioritized recommendations

  1. Confirm the relationship between component supply and listed services.
  2. Publish current, attributable facility or credential details where relevant.
  3. Keep dates and evidence links alongside claims that change over time.

Synthetic example only. A real report must identify its actual sources, timestamps, findings, scope, and limitations.

Two evidence layers

Public information and AI representation are separate.

One can be assessed without making claims about the other. The report labels which work was actually performed.

Layer A

Public Information & Evidence

Review public webpages, business materials, third-party records, and other permitted information sources within a declared scope. Examine coverage, identity, claims, evidence, freshness, and potential conflicts.

Layer B

AI Representation

Only when an AI system is actually tested: name the system, question, answer time, business identification result, citations, and limitations. Otherwise the result is Not assessed.

  • Public sources do not tell us which sources a particular model actually used.
  • This audit cannot read an AI system's private training data.
  • A conflict between sources does not automatically mean either one is false.
  • No review can promise to cover the entire internet.
How it works

From domain to useful next steps.

The proposed service is a one-time report within a stated review scope.

  1. 01

    Enter Your Business

    Provide your official business website and any information required to define the review.

  2. 02

    Review the Information Landscape

    When the service is available, sources will be searched and checked within a stated review scope.

  3. 03

    Get Your Audit Report

    Receive specific findings, source references, limitations, and prioritized recommendations.

Pilot · Pre-launch

$29 / One-time report

No subscription. Proposed pricing; purchasing and report delivery are not open yet.

Request a pilot conversation

The form sends an enquiry only. It does not charge you or generate a report.

Request a Pilot
FAQ

Questions about the audit.

What is an AI Business Information Audit?

It is a proposed one-time assessment of how a business is represented across public information sources, including coverage, identity, completeness, evidence, consistency, discoverability, and agent interaction readiness. The paid report is not yet open; pilot enquiries do not start an audit.

Is this the same as an AI visibility checker?

No. The audit is about the wider business information landscape and its evidence. An AI visibility score or mention count cannot represent that landscape. Actual AI answers are included only when a real, documented test is performed.

What information sources are included?

The final scope and sources have not been set for a live service. A report must name the public pages and records actually reviewed, how they were accessed, and important coverage limits. This page does not promise particular providers, countries, or databases.

Does the audit test actual AI answers?

Not in this pre-launch Pilot enquiry flow. An AI Interpretation result must remain Not assessed unless an AI system was actually queried and its system, question, timestamp, answer, and citations were recorded.

Can the audit verify that information is true?

No single public-source review proves every business claim. The report is designed to distinguish a business statement, supporting evidence, verification activity, and unresolved questions.

Does it cover the entire internet?

No. Public sources can be incomplete, inaccessible, changing, or outside a review's declared scope. The report should state what was checked and what was not.

Is the $29 payment recurring?

The proposed price is $29 for one report, one time, with no subscription. This service is pre-launch; no payment is taken through this page and the price is not currently an available purchase.

What can I do after receiving the report?

A report is intended to give you source-backed findings and prioritized improvement ideas. Business Presence is a separate ongoing product for maintaining confirmed, traceable information; buying a report is not a prerequisite.

Pilot · Pre-launch

Interested in an AI Business Information Audit?

Send a pilot enquiry. No payment is taken, and no scan or report is generated.

Request a Pilot
From understanding to ongoing presence

Understand your information today. Build a stronger business presence for tomorrow.

Audit is a one-time view of public information, evidence, and improvement opportunities. Presence is the ongoing maintenance of business information the organization has confirmed, can trace, and authorizes for use. Response handles external questions and requests using information the business has authorized.

A $29 report is not a prerequisite for Business Presence.