// AEO_AUDIT_LIBRARY
AEO Audit Library: 16 Real Brand Examples
Public AEO audit reports from Novastacks AI. Each one is a page-level competitive analysis showing how a brand appears in ChatGPT, Perplexity, and Google AI Overview versus its named competitors. The audits cover SaaS, healthcare, fintech, education, and consumer brands across APAC and globally.
// KEY_TAKEAWAYS
- 16 published audits across Singapore, Hong Kong, India, US, and Indonesia — covering SaaS, healthcare, fintech, B2B services, marketing, and consumer brands.
- Healthcare is the deepest vertical: 6 audits across dental, aesthetic, medi-spa, telehealth, and supplements. See our healthcare AEO playbook.
- Each audit shows the same pattern: brand exists offline, AI search recommends competitors. The fix is structural — schema, content depth, and third-party signal building.
- Want your own audit? Free and runs in 48 hours via the v3 audit engine.
// METHODOLOGY_DISCLOSURE
Written by Tina Chu, Founder of Novastacks. Every audit in this library was generated by Novastacks's v3 audit engine — a Claude-Code-orchestrated pipeline pulling live LLM responses from ChatGPT (via OpenAI Responses API with web_search_preview), Google AI Overview (via DataForSEO SERP API), Perplexity, and Bing Copilot. Each report is validated against three deterministic gates before publication. None of the audited brands paid for placement in this library; these are public reports we run as evidence of our methodology.
// PUBLISHED_AUDITS
All 16 Audits
Amber Health
Page-level comparison vs otandp.com vs zenithmc.com.hk. AI readiness audit by Novastacks AI.
View Audit →Brady & Morris Engineering Co. Ltd.
AEO Assessment Report for Brady & Morris Engineering Co. Ltd. — Page-level comparison vs emech.com vs electrocrane.com. AI readiness audit by Novastacks AI.
View Audit →Bliss Labs
Page-level comparison vs tryprofound.com vs otterly.ai. AI readiness audit by Novastacks AI.
View Audit →Catalana d'Habitatges Figueres
AEO Assessment Report for Catalana d'Habitatges Figueres — Page-level comparison vs finquescairo.com vs finquescompany.com. AI readiness audit by Novastacks AI.
View Audit →Holistic Way
Page-level comparison vs naturesfarm.com vs lac.sg. AI readiness audit by Novastacks AI.
View Audit →Joyre TCMedi Spa
Page-level comparison vs natureland.com.sg vs zenbeauty.com.sg. AI readiness audit by Novastacks AI.
View Audit →JP Partners Medical Group
Page-level comparison vs centralhealth.com.hk vs hkmedicalconsultants.com. AI readiness audit by Novastacks AI.
View Audit →Kong Dental
Page-level comparison vs nuffielddental.com.sg vs fdc.sg. AI readiness audit by Novastacks AI.
View Audit →MediGo Aesthetic
Page-level comparison vs mizuaesthetic.com vs eevamedicalclinic.com. AI readiness audit by Novastacks AI.
View Audit →Monzo
Page-level comparison vs starlingbank.com vs revolut.com. AI readiness audit by Novastacks AI.
View Audit →Re'Joy Suites
AEO Assessment Report for Re'Joy Suites — Page-level comparison vs kaisingapore.com vs hatched.com.sg. AI readiness audit by Novastacks AI.
View Audit →Succession Strength
Page-level comparison vs thefbcg.com vs continuityfbc.com. AI readiness audit by Novastacks AI.
View Audit →Imperium Grp
Page-level comparison vs holisticway.com.sg vs greenlife.sg. AI readiness audit by Novastacks AI.
View Audit →Leica Biosystems
Page-level comparison vs diagnostics.roche.com vs sakuraus.com. AI readiness audit by Novastacks AI.
View Audit →M+C Saatchi Performance
Page-level comparison vs kaliber.asia vs heroesofdigital.com. AI readiness audit by Novastacks AI.
View Audit →Supercool Studio Bali
Page-level comparison vs balicontent.com vs baliartsdistrict.com. AI readiness audit by Novastacks AI.
View Audit →// HOW_THESE_ARE_PRODUCED
How these audits are produced
Each audit is generated by Novastacks's v3 audit engine — a Claude-Code-orchestrated pipeline that pulls live LLM responses from ChatGPT (via OpenAI Responses API with web_search_preview), Google AI Overviews (via DataForSEO SERP API), Perplexity, and Bing Copilot for a controlled set of branded, category, and comparison queries.
Each audit captures: brand citation rate per engine, competitor citation rate for the same queries, technical AEO health (schema coverage, crawlability, JS rendering), content gap analysis, and a prioritized fix list. Reports are validated against three deterministic gates before publication.
Methodology is published in full at /aeo. The agency-comparison ranking that draws on these audits is at /seo-agency-singapore.
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