This is clearly labelled demonstration content. It does not describe a real business or a real assessment. Harbourline Commercial Builders is not a real company. This walks through the free AI Readiness Report — the automated audit of a website. It contains no AI platform data, because none is collected.
AI Readiness Report
Harbourline Commercial Builders
harbourline.example · Construction & Building · Sydney, NSW
AI Says Readiness Methodology v1.0
Measured from the website. No AI platform queried.
AI Says audits your website — the foundation every AI platform draws on. To see what ChatGPT, Gemini, Claude, Perplexity or Google AI are saying about you today, our specialists review those platforms directly during a consultation. AI Says is independent and is not connected to any AI platform.
01 — Executive summary
One page you could hand to a director
Your AI Readiness Score, its rating band, a plain-English headline describing the state of the website, and the findings that matter most.
The summary is written to be forwarded. It states what was measured, what was found and what to do first, in the order a reader who did not run the audit would want them. Every claim in it points at a factor further down the report, and every factor shows the evidence it was read from.
For a business like Harbourline Commercial Builders, the headline typically separates two things that are easy to conflate: whether AI systems can identify the business at all, and whether there is anything on the site worth quoting once they have. A site can be flawless on the first and thin on the second.
What the summary never does is tell you what ChatGPT, Gemini, Claude, Perplexity or Google AI said about you. That is not in this report and nothing in it is a proxy for it.
The line the whole report turns on
Being AI-ready doesn’t automatically make you AI-visible — but you can’t become visible without it.
AI Says helps you build the foundation. Our experts help you understand how you compare, where your competitors are gaining ground, and what to do next.
02 — Your AI Readiness Score
5 scored categories, every factor shown
Each of the 32 checks earns points inside one category. Categories are expressed out of 100 and combined using the weights below. Nothing is estimated and nothing is hidden.
| Category | Weight | Checks | What it answers |
|---|---|---|---|
| Technical Readiness | 25% | 8 | Whether AI systems and search crawlers can reach, read and index your pages at all. |
| Entity & Brand Signals | 25% | 8 | How clearly your site states who you are, what you do and where you operate, in a form machines can extract. |
| Content Authority | 20% | 6 | Whether there is enough substance and topic coverage for an AI system to treat you as a credible source. |
| Answer Readiness | 20% | 6 | Whether your content is shaped as answers to the questions customers actually ask. |
| Trust Signals | 10% | 4 | The proof-of-existence signals — real contact details, a real address, verifiable profiles elsewhere. |
Points-based within a category, weighted across categories. A factor that could not be tested is marked Not tested and removed from both the earned and the available total, so it neither helps nor hurts. There is no visibility score in this report and no per-platform score, because no platform is queried.
03 — The website audit
Every check, with the evidence behind it
The SEO audit and the AEO audit in one pass. Each row states what was read, not just whether it passed.
The extract on the right is genuine demonstration output in the form the report uses: a status, a plain-English label, and the evidence the status was decided from. In a real report every one of the 32 checks appears this way.
Not tested is a real and important result. A robots.txt that times out or a page behind a bot filter produces it, and those checks leave the arithmetic rather than counting as failures.
Website audit — demonstration extract
Ten rows from a report on a business that does not exist.
- Pass
Website reachable
Homepage responded in 412ms over HTTPS.
- Pass
Indexable by crawlers
No noindex directive found.
- Pass
XML sitemap
Sitemap found listing 38 URLs.
- Pass
Organization schema
Organization schema present but incomplete.
- Warning
LocalBusiness schema
Present without areaServed.
- Warning
Product or Service schema
Two of four services marked up.
- Fail
FAQ schema
No FAQ structured data anywhere on the site.
- Fail
Question-based content
No question-style headings found on service pages.
- Warning
Answer-first writing
Sections open with 620-character paragraphs on average.
- Fail
Authoritative profile links
No sameAs profile links declared.
04 — What AI can understand about you
Your business, read back as a machine would extract it
Who your website says you are, what it says you do, and where it says you operate — assembled only from what is actually on the page.
Identity
The business name as declared in structured data, the title tag and the visible copy — and whether those three agree.
What you sell
The services a machine can extract from navigation, headings and schema, and the ones it cannot find at all.
Where you operate
Locations and service areas stated in words and markup. A map embed communicates nothing here.
What corroborates you
Contact details, a postal address and the profile links declared on your own site.
This section is often the one clients read first, because a business that reads ambiguously to a crawler reads ambiguously to an AI system. It describes what your site makes available — not what any platform has concluded from it.
05 — Competitor website benchmarking
Measured, not asserted
Competitors are identified from public sources, their public websites are crawled, and they are scored on the same factors you were.
What the report shows
- Each competitor, with a confidence label for how firmly it could be pinned down
- Their readiness compared with yours, on a like-for-like subset of the audit
- Where they are ahead: schema, content depth, answer-readiness, entity clarity, topical coverage
- Where you can win, and your position in the set
What it deliberately does not show
Competitor AI visibility — which of them the platforms actually name and recommend. Nothing about a competitor in this report is inferred from an AI platform answer. That research is done by a specialist during a consultation.
Competitors are identified from public sources and their public websites are assessed on a like-for-like subset of the audit applied to your own site, so both sides are measured on the same factors. Confidence labels show how firmly each one could be pinned down: high means a working website was resolved and the source naming them was cited, medium means a working website was resolved without a citation or that you named them yourself, and possible means only a name was available and no website could be confirmed. Nothing about a competitor is inferred from AI platform answers.
06 — Content gap opportunities
The questions the market answers and you do not
A library of the questions buyers in your category ask is generated from your confirmed profile, then your site and your competitors' sites are checked against it. The gaps are read from published web pages.
A gap here means a question your competitors have published an answer to and you have not. It does not mean an AI platform was asked the question — none was. Whether you are named in the answers to these questions is exactly the thing a specialist checks in the consultation.
07 — Prioritised recommendations
Every issue found, worst first — plus what to do first
The full issue list, then a shortlist of the 5 fixes ranked by how much score they recover, nudged up where competitors are measurably ahead on the same thing.
The finding
What was measured, and the evidence read from your page. Never a generic recommendation with no observation behind it.
Why it matters
The consequence in business terms rather than SEO terms — what an AI system does differently because of it.
The fix and the effort
The specific change, and whether it is low, medium or high effort, so the list can be split between a content owner and a developer.
The AI Readiness Score measures how well your website is prepared to be understood, trusted and cited by AI-powered search — the foundations you control. It is measured from your website, not from AI platform answers. Readiness is what makes visibility possible; to see your actual visibility on each platform, book a consultation with a specialist.
Step 2 — talk to an expert
Want to know what AI is actually saying about your business?
Website readiness is only one part of the picture. Our automated audit evaluates whether your website is prepared for AI-powered search. For a deeper understanding of your actual visibility, competitive position and opportunities across AI-powered search, our experts can carry out a more detailed analysis during a consultation.
Your actual AI visibility
- Visibility review across ChatGPT, Google AI, Gemini, Perplexity and Claude
- The questions your customers ask, and whether you are named in the answers
- Authority and citation opportunities
- Search and AI-query opportunities
Competitor research and benchmarking
- Which competitors have stronger AI and search visibility
- What those competitors are doing differently
- Content competitors are using successfully
- Where competitors hold stronger authority
- Competitive positioning gaps and market insights
- Opportunities you can realistically target
What to do about it
- A review of your AI Says audit results, read with you
- SEO and AEO implementation priorities
- Content strategy recommendations
- Which fixes to do first, given your site and your team
Platform visibility is reviewed by a specialist, directly on each platform, during your consultation — so you get expert interpretation, not just raw output. AI Says is independent and not connected to any AI platform.
The AI Readiness Score is a proprietary readiness assessment developed by AI Says, measured from your website. It is not an official ranking from any AI or search platform, and it does not measure what any AI platform currently says about your business. AI-generated answers vary by platform, model, location, personalisation, prompt wording and time.
AI Says is not affiliated with or endorsed by OpenAI, Google, Anthropic, Perplexity or other AI/search providers. Platform names are used descriptively to identify the services being assessed.
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