AI Visibility Auditcan the answer engines cite your firm

A worked specimen: a fictional family law firm, scored

This is a reading of the specimen firm's own pages, rendered so you can read the whole report without running anything. The specimen is fictitious and the pages are marked as a specimen. In this specimen report it reads 64 out of 100, in the Partly citable band: it states its niche, its services, its location and its credentials, but it carries no schema.org markup, no FAQ and no exclusions, which is where a real firm usually starts. A live reading of the same fixture can differ by a point or two, because the live pages are re-fetched rather than read from the saved copy.

AI crawler accesspassweight 10
GPTBot: allowed; OAI-SearchBot: allowed; ChatGPT-User: allowed; ClaudeBot: allowed; PerplexityBot: allowed; Google-Extended: allowed

Every named answer-engine crawler is allowed to read the site.

Fix: Keep the explicit Allow lines for the named crawlers in place as the site changes.

llms.txtpassweight 6
# AI Visibility Audit > Paste a professional firm website address and get a scored reading of whether the AI answer engines can read, understand and cite the site, with the evidence from the page, wh…

The site publishes an llms.txt, a curated index that answer engines can read directly.

Fix: Refresh llms.txt when services or pages change so it stays accurate.

Server-rendered textpassweight 10
383 words of visible text in the raw HTML. Harlow and Marsh Family Law, Newtown Sydney SPECIMEN SITE. This is a fictitious firm built to demonstrate the audit. It is not a real practice and no findin…

The homepage body text is in the raw HTML, so a crawler that does not run scripts still reads it.

Fix: Keep the core copy server-rendered as the site changes.

schema.org JSON-LDfix neededweight 9
No application/ld+json block was found.

The page carries no schema.org JSON-LD, so a machine has only prose to read.

Fix: Add a JSON-LD block naming the schema type that matches this firm (AccountingService for an accountant, LegalService for a law firm, InsuranceAgency for a broker, MedicalClinic for a clinic), plus name, address and telephone.

FAQ or Q&A contentfix neededweight 8
No FAQPage schema and no question headings were found.

The site has no FAQ or question-and-answer content, which is what answer engines most often quote.

Fix: Add a short FAQ (five to ten real client questions) marked up as FAQPage JSON-LD.

Explicit niche statementpassweight 10
We work with families across the inner west who are separating or divorcing, and with the grandparents, de facto partners and small business owners whose property is caught up in a separation.

The site states who it works with, which is the fact a model needs before it can name the firm for a query.

Fix: Name the exact audience and the revenue or matter size in the same sentence, and repeat it on the about page.

Services listpassweight 8
Our services: Property settlements and the division of assets after separation; Parenting arrangements and parenting plans; Divorce applications and consent orders; Binding financial agreements befor…

The services are a detectable, named list, which answers "what do they do" in one read.

Fix: Name each service in the same words a client would search.

Exclusionsfix neededweight 7
No "we do not act for" style statement was found.

The site never says who it does not act for, so a model has no boundary to match a client against.

Fix: Add one sentence on the homepage or services page naming who the firm does not act for, for example "We do not act for large listed companies".

Location and service areapassweight 7
resolution and mediation representation Where we are Our office is at Level 2, 118 King Street, Newtown NSW 2042. We serve the inner west and appear at the Federal Circuit and Family Court of Austral

The site states where the firm is and what it serves, and the phone number agrees across the pages read.

Fix: Keep the address, suburb and phone identical on every page and in the same JSON-LD block.

Credentialspassweight 7
Law Society

The site names a registration number or a professional body, which a buyer and a model both treat as a trust signal.

Fix: State the registration or licence number and the professional body by name, and name the people who hold them.

Title, meta description and single H1passweight 6
Title: Harlow and Marsh Family Law, Newtown Sydney | Description: A specimen site for a fictional family law firm in Sydney | H1 count: 1

The title, the meta description and a single H1 are present and the trade is named, which is what a search result and a model preview read first.

Fix: Set one title under 60 characters, one meta description under 160, and exactly one H1, and name the trade in the title.

Heading structurepassweight 6
H1 x1, H2 x5, H3 x0

The page has a logical outline of H2s under the H1, which is how a machine sees the structure of the content.

Fix: Write the content as sections with H2 headings under the H1, and put the words in text rather than images.

Contact pathpassweight 6
A tel: link was found.

A phone number or email is a machine-readable link, so it can be surfaced in an answer.

Fix: Add a clickable tel: link and a mailto: link in the header and footer of every page.

Freshnesspassweight 5
Reviewed and updated in March 2026.

The content carries a visible date, so it reads as current to a buyer and to a model.

Fix: Add a visible "Reviewed and updated" date to each content page, and keep it true.

Sitemap and robots.txtnot applicableweight 6
No sitemap was read for this run.

The sitemap check runs on a live read and was not applicable here.

Fix: Publish an XML sitemap at /sitemap.xml and reference it from robots.txt.

Served as HTMLnot applicableweight 6
No content-type header was read for this run.

Content-type is read on a live fetch and was not applicable here.

Fix: Serve every page as text/html.

Canonical tagfix neededweight 5
No rel=canonical link was found on the homepage.

Without a canonical tag, a duplicate address can split the page across two URLs.

Fix: Add a self-referencing rel=canonical link in the head of every page, pointing at the one address you want indexed.

Preview tags for shared linksfix neededweight 5
og:title missing; og:image missing; twitter:card missing

Some social preview tags are missing, so a shared link shows a bare or wrong preview.

Fix: Add og:title, og:description, og:image (1200x630) and a twitter:card to every page.

Direct answer at the toppartialweight 7
26 words in the first paragraph: SPECIMEN SITE. This is a fictitious firm built to demonstrate the audit. It is not a real practice and no finding here describes a real business.

The opening paragraph is 26 words, so it is not the self-contained 40 to 60 word answer an answer engine prefers to quote.

Fix: Open each key page with a 40 to 60 word answer to the question the page targets, in one self-contained paragraph.

Question-shaped headingspartialweight 6
The H2 headings are statements, not the questions buyers type.

The headings are statements, so they match how the firm writes, not how buyers ask.

Fix: Rewrite some H2 headings as the questions buyers actually type, and answer each one directly underneath.

Breadcrumb structured datafix neededweight 4
No BreadcrumbList JSON-LD was found.

No BreadcrumbList, so a machine has to infer where the page sits in the site.

Fix: Add a BreadcrumbList JSON-LD block to every page, matching the page hierarchy.

About and entity pagefix neededweight 6
No about or entity page was found or linked.

The firm has no reachable about or entity page with its details, so a machine cannot confirm who it is.

Fix: Add an About page with the legal name, address, phone and what the firm does, link it from the nav and footer, and give it Organization structured data.

Internal linkspartialweight 4
3 distinct internal links on the homepage

The page has few internal links, so its related pages are not connected for a machine.

Fix: Link each page to the related pages on the site (services, about, FAQ, locations) so the cluster is visible.

dateModified in structured datapartialweight 3
A visible reviewed date is on the page, but dateModified is not in the structured data.

The structured data carries no dateModified, so a machine cannot confirm the page is current from the markup.

Fix: Add dateModified to the page's JSON-LD and keep it equal to the visible reviewed date.

Image alt textnot applicableweight 3
No images on the homepage.

There are no images to describe.

Fix: Give every image a descriptive alt attribute.

Mobile viewportpassweight 3
viewport: width=device-width,initial-scale=1

The page declares a mobile viewport, so it renders on a phone.

Fix: Add <meta name="viewport" content="width=device-width,initial-scale=1"> to every page.

Read what each check reads, or run the audit on your own address.