AI Visibility Audit
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Prepared by saigon.digital · September 2026
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Your customers are no longer just searching on Google, they're asking AI which companies to shortlist. This audit shows exactly where you stand, who's winning, and what to do next.
Saigon Digital helped us increase awareness of BVIS and support admissions for the opening of our new campus. Through a focused SEO and AI visibility strategy, they helped more parents and families discover BVIS when searching online for international school options. Their work strengthened our digital presence and helped us reach prospective families at an important time for the school.
See how we've helped brands grow. Read our case studies and learn more about what we do.
View Case StudiesA snapshot of where Wilderness School stands in the AI search era, and the opportunity cost of the current gap.
When Adelaide families ask an AI engine which is the leading private girls’ school in the city, the answer names Seymour College, a school Wilderness is tied with on Domain Rating. On the broader question of Adelaide’s top academic private schools, Wilderness does not appear in the answer at all, despite your own published results showing 21% of Year 12s in the national top 1%.
We tested how Wilderness School appears when potential customers ask AI tools to recommend Independent Girls' School, ELC to Year 12, Day & Boarding providers in Medindie, Adelaide, South Australia. Here's what we found.
Not directly tested this pass; inferred from a thin web-authority footprint (DR 25, 36 ranking keywords) that leaves little first-party content for a model to cite beyond Wikipedia
Appears in generated answer lists but without the descriptive sentence Seymour, Walford and Loreto each receive
Perplexity not directly tested this pass (no live API key this run); inferred from the same authority gap
Not directly tested; Gemini draws heavily on indexed web authority, where Wilderness trails four of five comparison schools
1 / 4 platforms (partial) platforms currently surface Wilderness School in relevant AI-generated recommendations.
Structured authority content, third-party mentions, FAQ pages, and consistent brand signals across the web, all of which competitors currently have more of.
We ran the exact searches your buyers use when asking AI tools to recommend a solution. Here's who appeared, and whether Wilderness School was in the answer.
Wilderness appears in three of the four AI-generated answers, but never as the named leader and once not at all. Seymour College and Loreto both receive an explicit sentence naming them the leading option; Wilderness never does, despite matching or beating them on published academic results.
The gap is not authority, it's content. Wilderness is tied with Seymour on Domain Rating and has stronger published Year 12 results than most of this set. What's missing is first-party content stating those facts plainly enough for an AI engine to cite them.
These are the companies currently winning AI recommendations in your market. Understanding why they're cited, and you're not, reveals the exact gap to close.
| Company | DR | ChatGPT | Google AIO | Perplexity | Why They Win |
|---|---|---|---|---|---|
| Wilderness School You | 25 | Not Cited | Partial | Not Cited | Audit target |
| Seymour College | 25 | Partial | Appearing | Partial | AI Overviews open with the line ‘Seymour College is the leading private girls’ school in Adelaide’, despite tying Wilderness on Domain Rating |
| Walford Anglican School for Girls | 35 | Partial | Appearing | Partial | Highest Domain Rating of the group (35) and a dedicated boarding landing page that AI answers cite directly |
| Loreto College Marryatville | 27 | Partial | Appearing | Not Cited | Named outright as ‘South Australia’s leading all-girls day and boarding school’ in boarding-intent AI answers, ahead of Wilderness |
| St Peter's Girls' School | 33 | Not Cited | Partial | Not Cited | Second-highest Domain Rating (33) in the set; appears as a link in AI answers but without a descriptive citation |
| Pembroke School | N/A | Partial | Appearing | Not Cited | Ranks first among Adelaide private schools by ICSEA and is named directly in ‘top academic’ AI answers that Wilderness does not appear in at all |
Badge key: Cited Partial Not Cited
These are the highest-leverage changes Wilderness School can make right now to start appearing in AI-generated recommendations within 30–90 days.
The /welcome-principal page title tag is just ‘Welcome | Wilderness School’, with no mention of ‘Principal’ or Belinda Arnfield’s name, and its meta description is truncated mid-sentence. AI engines currently resolve ‘who is the Principal of Wilderness School’ via Wikipedia and third-party directories rather than your own page.
wilderness.com.au/llms.txt currently 404s. The site already ships clean School and LocalBusiness schema.org markup and no AI crawlers are blocked, so a short llms.txt is a fast, low-cost addition that points AI engines straight at your strongest content.
Your strongest differentiators (140 years of history, 21% of Year 12s in the national top 1%, non-denominational Christian day and boarding) are not stated plainly anywhere an AI engine can cite them alongside Seymour, Walford or Loreto. A dedicated page gives models first-party content to draw from instead of Wikipedia alone.
While auditing how AI sees Wilderness School, we also looked at the website itself (Craft CMS (with the SEOmatic SEO plugin)). These specific issues are holding back both your AI visibility and how the site converts, and they are all fixable.
wilderness.com.au/welcome-principal has the title tag ‘Welcome | Wilderness School’ (no Principal name or role) and a meta description that cuts off mid-sentence: ‘…prepares each girl for the challenges and choices she will face as a woman and…’.
Requesting wilderness.com.au/sitemap.xml returns a 302 redirect rather than the expected XML response, worth confirming Search Console is still reading the sitemap correctly.
Both wilderness.com.au/robots.txt and /llms.txt return a plain 404. Nothing is being blocked (all AI crawlers get a 200 on the homepage), but nothing is being explicitly declared to them either, a missed opportunity given the site already carries clean structured data.
Web development and WordPress are core strengths at Saigon Digital. Fixing the issues above is part of the work, not a separate project. We handle the AI visibility, the SEO, and the website itself.
This audit shows the problem. Fixing it usually means more than AI alone: the website, the SEO and the AI visibility all work together. We handle all three, then keep it growing.
Wilderness School has a clear path to winning AI and search visibility, and a website that supports it. The gap to competitors is real but closeable. We typically start with a fixed-price foundation sprint (AI and GEO, SEO, and the website fixes above), then a simple monthly retainer to keep growing and maintain the site. A 30-minute call is all it takes to map it out.
Nick Rowe · CEO & Co-Founder, Saigon Digital
A fixed-price 3-month sprint: get cited in AI answers, fix the SEO foundations, and reposition and repair the website (development and WordPress included). One scope, one price.
A simple monthly retainer once the foundation is set: continued SEO and AI visibility growth, content, and website maintenance and support. Rolling monthly, no long lock-in.
Every month your competitors build more authority signals, the gap widens. AI models are training on content published now, so delay compounds the problem.