AI Visibility Audit
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CONFIDENTIAL AUDIT
How Candor International School appears across AI-powered search, and what's being left on the table.
Candor's DR 20 is the lowest among its top 5 competitors. JIRS (DR 38), Greenwood High (DR 40), and Indus International (DR 50) all carry significantly more weight with AI models when generating school recommendations. Until this gap closes, AI tools will keep defaulting to higher-authority rivals.
Candor has zero published content comparing itself to alternatives or positioning for category queries like "best IB boarding school Bangalore." Competitors and third-party listicle sites control that narrative entirely, which is exactly the content AI models cite when parents ask for recommendations.
Candor holds a 4.4 on SchoolMyKids but only 2.9 on MouthShut, with limited presence on platforms that AI engines scrape heavily (Google Reviews, education aggregators). Competitors like JIRS and Greenwood High dominate these review channels with volume and consistency.
No social or web evidence of ChatGPT recommending Candor in school-selection queries
Appears in boarding-specific queries but absent from Cambridge/IGCSE-focused results
Low domain authority limits inclusion in Perplexity's sourced recommendations
Higher-DR competitors with richer content dominate Gemini's education results
| Query Tested | Platform | Schools Appearing | Candor? |
|---|---|---|---|
| "Best IB school Bangalore for boarding and academics" | Google AIO | Stonehill, Candor, JIRS, Greenwood High, Indus, 10X International | Yes |
| "Best international boarding school near Bangalore IGCSE IB" | Google AIO | JIRS, Greenwood High, Ebenezer, Candor, Stonehill | Partial |
| "Top Cambridge IGCSE school Bangalore admission 2026" | Google AIO | Oasis International, TISB, Canadian International, Inventure Academy, Stonehill | No |
| "Best residential international school Bangalore holistic education" | Google AIO | JIRS, Greenwood High, Swaminarayan Gurukul, Ebenezer, Candor | Partial |
Queries tested live via Google Search (AI Overview results), September 2026. Candor appears in 3 of 4 high-intent parent queries, but rarely in a leading position, and is completely absent from Cambridge-specific searches.
| Competitor | DR | ChatGPT | Google AIO | Perplexity | Why They Win |
|---|---|---|---|---|---|
| Indus International School | 50 | Cited | Appearing | Partial | Highest DR in segment, strong brand PR, frequent in listicles |
| Greenwood High | 40 | Partial | Appearing | Partial | National awards, multi-campus presence, active media coverage |
| JAIN International (JIRS) | 38 | Partial | Appearing | Partial | #1 boarding school rankings, strong review volume, holistic education awards |
| Stonehill International | 30 | Not Cited | Appearing | Not Cited | IB-specialist positioning, above-global-average IBDP scores cited widely |
| Canadian International School | 30 | Not Cited | Partial | Not Cited | Established since 1996, consistent presence on Cambridge school lists |
Create a comprehensive, regularly updated guide that positions Candor as a category authority. AI models heavily favour in-depth first-party content when generating school recommendations. Target the exact queries parents are asking.
Publish structured comparison pages (Candor vs JIRS, Candor vs Greenwood High, Candor vs Indus) with FAQ schema. These pages are exactly what AI tools cite when parents ask for head-to-head comparisons, and right now competitors own that space.
Proactively drive parent reviews on Google, SchoolMyKids, and education aggregators. Your mixed ratings (4.4 vs 2.9 across platforms) create an inconsistent signal. A coordinated campaign lifts both volume and AI recommendation likelihood.
While auditing your AI visibility we also reviewed your website. Here are three specific, fixable issues we found:
WordPress · Elementor · Unicamp ThemeThe Elementor page builder injects over 50KB of inline CSS on each page load (visible on /best-international-residential-school-bangalore/ and /curriculum/). This slows first contentful paint significantly, hurting both Core Web Vitals scores and the crawl-efficiency signals that AI models factor into source selection. Minification and critical-CSS extraction would cut this dramatically.
The site has no llms.txt file and the robots.txt does not reference GPTBot, ClaudeBot, PerplexityBot, or Google-Extended. While these crawlers are not blocked, there is zero proactive guidance telling AI systems what Candor is, what it offers, or how to categorise it. Adding an llms.txt with structured school metadata is a low-effort, high-signal win.
The /curriculum/ page references source images at 3000 x 1500px, and several campus imagery files are similarly oversized. While .webp format is used (good), the source dimensions far exceed what any screen renders, adding unnecessary weight. Resizing to 1600px max-width and implementing responsive srcset would improve mobile load times considerably.
This audit reveals gaps across three connected layers: AI/GEO visibility, SEO authority, and the website itself. Fixing one without the others leaves value on the table. Here is how we would approach this as a complete engagement:
The foundation sprint addresses everything surfaced in this audit. The retainer ensures the gains compound over time rather than plateau. This is how a visibility gap becomes a sustained competitive advantage.
"Saigon Digital helped us completely rethink our digital visibility strategy. Within months of working together, our school started appearing in AI-generated recommendations, our organic traffic grew significantly, and the quality of admissions enquiries improved dramatically. They understand where digital discovery is heading and how to position brands to win."Mr Darragh Shanahan · Primary Deputy Head · Nord Anglia Education · British Vietnamese International School (BVIS HCMC) · Verified Client
Candor has the campus, the programmes, and the track record. The gap is digital: domain authority, AI-optimised content, and a website that converts the traffic you should be getting. Let's close it.
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Prepared by Saigon Digital · saigon.digital · September 2026
This report is confidential and intended solely for Candor International School leadership.