JP Partners Medical Group AEO Assessment Report
by Novastacks AI

JP Partners' site runs on Apache/PHP with jQuery — a server-rendered setup that is accessible to search bots. However, critical access signals are broken: robots.txt is invalid (Lighthouse score: 0) and hreflang implementation is invalid (Lighthouse score: 0), despite the site serving English, Traditional Chinese, and Simplified Chinese. Both competitors have valid robots.txt and hreflang configurations. The invalid robots.txt risks confusing crawlers about which pages to index, while broken hreflang means Google cannot properly serve the correct language version to Hong Kong's bilingual search audience.

Across every page we analyzed on jpmedic.com — homepage, body check, family medicine, specialist services, and the health news blog — there are zero H1 tags and zero H2 tags. This is the single most damaging structural issue for AI readability. Without heading hierarchy, neither search engines nor AI models can identify what each page is about, which sections matter most, or how content is organized. Central Health uses 15 H1 tags and 2 H2 tags on its homepage alone. Additionally, JP Partners' meta descriptions are identical across pages ("JP Partners Medical Centre Limited") — giving search engines no page-specific context. The site also lacks semantic HTML elements: no <nav>, <main>, or <article> tags on most pages.

JP Partners has zero structured data markup across the entire site — no Organization, no WebSite, no MedicalBusiness, no LocalBusiness, no Physician, no BreadcrumbList, no Article schema. For a medical group with 14 centres, this is a critical gap. Central Health implements 10 schema types including Organization, WebSite, SearchAction, and BreadcrumbList — enabling features like sitelinks search box in Google results. Beyond schema, JP Partners' Cumulative Layout Shift (CLS) of 0.585 is nearly 6x above Google's 0.1 threshold (Central Health: 0.004, HKMC: 0.000). This severely impacts page experience scores. The site's overall Lighthouse SEO score of 62 trails Central Health (92) and HKMC (100) by a wide margin.

We tested 3 core category keywords — "medical centre Hong Kong," "body check Hong Kong," and "health check up Hong Kong clinic" — and JP Partners does not appear in the top 20 results for any of them. For "medical centre Hong Kong," the top results include government health sites, Central Health, CUHK Medical Centre, Gleneagles, and HK Medical Consultants — both competitors rank while JP Partners is absent. For body check queries, QHMS, Gleneagles, Human Health, and CU Clinic dominate. Despite operating one of Hong Kong's largest private medical networks, JP Partners has complete category-level search invisibility. The 12 keywords JP Partners shares with Central Health are generic terms like "doctor," "gp clinic," and "clinic one" — not the high-intent category queries that drive new patient decisions.

JP Partners positions itself as a comprehensive medical group with 10 service categories — yet the site's content does not reflect this breadth. The homepage contains just 231 words with no heading structure. Service pages range from 295 words (Family Medicine) to 1,729 words (Body Check), but none carry structured data or headings that would help AI understand what the page covers. The Health News section exists but its listing page has only 241 words with no H1, H2, or article schema. Meanwhile, both competitors have structured health information sections: Central Health publishes Patient Info Leaflets, and HK Medical Consultants maintains a dedicated Health Information section with specialty-specific content. JP Partners' content investment does not match its market positioning as a leading multi-service medical group.

Central Health has built a meaningful search moat with 143 top-10 keywords compared to JP Partners' 31. Central Health captures high-value commercial intent keywords that JP Partners does not rank for at all: "clinic near me" (SV: 6,600), "doctor near me" (SV: 4,400), "pediatricians" (SV: 880), "gp near me" (SV: 720). These are the exact queries that feed AI recommendation engines. HK Medical Consultants, despite having a similar keyword count to JP Partners (79 vs 64), ranks for specialty-specific health content like "扁桃腺" (tonsils, SV: 2,900) and "喉嚨有異物感" (throat foreign body sensation, SV: 1,900) — informational queries that build AI citation authority. JP Partners' keyword profile is almost entirely branded and location-specific, with minimal informational or category-level coverage.

JP Partners has significant assets that competitors lack. With 14 medical centres, 14 TCM clinics, 8 dental clinics, and 5 endoscopy centres, the physical network is far larger than either competitor. This scale is an untapped content advantage — each location, specialty, and service category could generate location-specific and condition-specific content that AI systems prioritize. JP Partners also has active media coverage on HK01 and existing listings on ESDlife and FindDoc. The brand's #1 organic position for branded queries and strong Chinese-language brand recognition ("莊柏醫療" SV: 4,400) provide a foundation that competitors cannot easily replicate. The challenge is not brand awareness — it is converting that awareness into structured, AI-readable content that surfaces for non-branded searches.