AI Visibility Audit
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Prepared by saigon.digital · June 2026
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Colombian shoppers are no longer just browsing Instagram — they're asking ChatGPT, Perplexity, and Google AI "mejores camisetas oversize hombre Colombia." This audit shows exactly where you stand, who's winning, and what to do next.
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.
See how we've helped brands grow. Read our case studies and learn more about what we do.
View Case StudiesA snapshot of where ONE4VICE stands in the AI search era — and the opportunity cost of the current visibility gap.
ONE4VICE has built a loyal customer base in Colombia — with over 3,000 five-star reviews on Judge.me, free nationwide shipping, and a Shopify store generating 1,300+ monthly organic visits across 86 keywords. But when shoppers ask ChatGPT, Perplexity, or Google AI "mejores camisetas oversize para hombre en Colombia", ONE4VICE doesn't appear anywhere. Monastery, Stark Brand, Dynamo, Oaxis, and even mass-market retailers like Falabella and Arturo Calle dominate every AI recommendation. The problem isn't the product or the customer loyalty — it's that AI engines can't find the structured authority signals they need to recommend a Shopify-native brand over established competitors with higher domain authority and content ecosystems.
We tested how ONE4VICE appears when potential buyers ask AI tools to recommend where to buy oversize streetwear in Colombia. Here's what we found.
ChatGPT recommends established Colombian brands like Monastery, Creep Brand, and retailers like Falabella for oversize men's fashion. Shopify-native brands without press coverage or directory listings are not included in any tested recommendation.
Google AIO for oversize streetwear queries in Colombia surfaces MercadoLibre, Arturo Calle, Stark Brand, Oaxis, and Falabella. one4viceco.com does not appear in any of the four tested buyer queries despite strong customer reviews.
Perplexity draws from high-DR fashion retailers and curated "best streetwear" articles. Without presence on fashion directories or editorial roundups, ONE4VICE has no pathway into Perplexity's recommendations for Colombian fashion queries.
Gemini pulls from the same high-authority Colombian fashion sources. No evidence of ONE4VICE appearing in any Gemini-generated streetwear recommendation despite 3,000+ positive customer reviews and free nationwide shipping.
0 / 4 platforms currently surface ONE4VICE in relevant AI-generated recommendations for oversize streetwear purchase queries in Colombia.
Features in Colombian fashion publications, directory listings on platforms like Libur or fashion aggregators, structured brand schema markup, "best oversize brands" comparison content, third-party reviews on G2/Trustpilot, and consistent brand mentions across lifestyle and fashion blogs — the exact signals competitors are providing.
We ran the exact searches your prospective buyers use when asking AI tools to recommend where to buy oversize streetwear in Colombia. Here's who appeared — and whether ONE4VICE was in the answer.
ONE4VICE does not appear in any of the four tested buyer queries — not even for "mejores camisetas oversize hombre Colombia" which is the brand's core product. Colombian streetwear brands with higher domain authority, content-rich sites, and presence on fashion aggregators dominate every result. Shopify-native brands relying on social media and paid ads alone are completely invisible to AI search.
ONE4VICE has a genuine differentiator — a manufacturer-direct Colombian brand with 3,000+ five-star reviews, premium oversize fabrics (400G burda), free nationwide COD shipping, and aggressive value packs. The opportunity is to own the "camisetas oversize premium Colombia" niche in AI results through strategic content, authority building, and structured data. Your customer loyalty is proven — AI just can't see it yet.
These are the brands currently winning AI recommendations in your market. Understanding why they're cited — and you're not — reveals the exact gap to close.
| Brand | DR | ChatGPT | Google AIO | Perplexity | Why They Win |
|---|---|---|---|---|---|
| ONE4VICE You | 0 | Not Cited | Not Appearing | Not Cited | Audit target |
| Monastery | 33 | Cited | Appearing | Partial | Established Colombian oversize brand with content-rich product pages, SEO-optimised category structure, and presence on fashion aggregator sites. Owns the "oversize hombre Colombia" keyword cluster. |
| Stark Brand | 27 | Partial | Appearing | Not Cited | Strong Google AIO presence for Colombian oversize queries. SEO-friendly Shopify store with free shipping positioning and content that ranks for high-intent buyer keywords. |
| Dynamo Brand | 7 | Partial | Appearing | Not Cited | Positioned as "ropa urbana" with strong Google search presence. Appears in multiple AI search queries thanks to style guides and urban fashion content on their site. |
| Oaxis | 8 | Not Cited | Appearing | Not Cited | Niche oversize focus with quality-first positioning. Appears in Google AIO for oversize hombre queries thanks to descriptive product pages and dedicated category content. |
| Creep Brand | — | Cited | Appearing | Partial | Premium Colombian streetwear brand with strong social proof, TikTok virality, and editorial coverage in streetwear publications. Referenced in "best Colombian streetwear" content that AI cites. |
Badge key: Cited Partial Not Cited DR scores from Ahrefs API (live data).
These are the highest-leverage changes ONE4VICE can make right now to start appearing in AI-generated recommendations within 60–120 days.
Transform the Shopify store from a pure product catalogue into an authority site. Add a blog with posts like "Las mejores telas para camisetas oversize: Burda vs. algodón", "Guía de estilo oversize para hombres Colombia 2026", and "Por qué comprar directo del fabricante ahorra hasta 50%". Add FAQ schema answering buyer questions on sizing, fabrics, and care. This gives AI models editorial content to extract and cite when recommending where to buy oversize fashion in Colombia.
Create profiles on Colombian fashion aggregators, submit to "best streetwear brands Colombia" roundup articles, and get featured on lifestyle blogs. Pitch the "manufacturer-direct with 3,000+ reviews" angle to publications like Kikluxe, fashion TikTok listicles, and e-commerce directories. Target 10–15 directory listings and 3–5 editorial features to rapidly build the referring domain quality that AI engines use to establish authority.
Add Organisation, Product, and FAQPage JSON-LD schema across the site. Create an llms.txt file to guide AI crawlers. Explicitly allow GPTBot, ClaudeBot, and PerplexityBot in robots.txt. Add rich collection descriptions (60–100 words per category) and optimise meta titles/descriptions for every key page. These technical foundations are the prerequisite for AI engines to discover and cite your brand.
While auditing your AI visibility, we also looked at your website and found several specific technical issues that are holding back both your search performance and your AI discoverability.
The main product collections (e.g. one4viceco.com/collections/all, /collections/oversize-premium) contain only product grid listings with no introductory copy, category descriptions, or keyword-rich text. This is thin content in Google's eyes and provides nothing for AI models to extract. Each collection needs 60–150 words of unique descriptive content explaining the category, materials, and value proposition. This is one of the easiest Shopify SEO fixes and directly impacts both organic rankings and AI citation potential.
The site lacks Organisation schema, FAQPage schema, and enhanced Product schema with review aggregation. Shopify provides minimal default schema, but for AI discoverability you need custom JSON-LD for your brand entity, product categories, and frequently asked questions (sizing, fabrics, shipping). Additionally, there is no llms.txt file and robots.txt doesn't explicitly allow AI crawlers (GPTBot, ClaudeBot, PerplexityBot are not named). This means AI models have no structured pathway to understand and recommend your brand.
The homepage loads TikTok Pixel, Facebook Pixel, Google Analytics, and Judge.me scripts synchronously, creating render-blocking JavaScript that slows First Contentful Paint. Product images also lack explicit width/height attributes, causing Cumulative Layout Shift (CLS). For a mobile-first Colombian audience (most shoppers browse on mobile), these Core Web Vitals issues hurt both Google rankings and user experience. Deferring non-critical scripts and adding image dimensions would deliver an immediate performance boost.
This audit shows the problem. We have a clear strategy to fix it — across AI visibility, SEO, and your Shopify store itself — and results typically show within the first 60 days.
ONE4VICE has 3,000+ five-star reviews, premium products, and a loyal Colombian customer base — but AI tools don't know you exist. What's missing is the authority-building, structured content layer, and technical foundation that converts your real-world reputation into AI recommendations. We don't just fix AI visibility — we rebuild your entire digital presence: AI/GEO strategy, SEO, and Shopify store optimisation in one cohesive sprint, then keep it growing with ongoing monthly support.
Nick Rowe · CEO & Co-Founder, Saigon Digital
Full GEO strategy, Shopify store optimisation (structured data, speed, content), SEO authority-building roadmap, content creation plan, directory submissions, and monthly performance reporting — all focused on getting ONE4VICE discovered by AI search tools and turning that visibility into sales across Colombia.
Most e-commerce clients start seeing AI citation improvements within 45–60 days. For ONE4VICE, we'd expect first AI mentions within 60–90 days once structured data, content authority, and directory presence are established — significantly faster than starting from scratch because you already have strong customer proof.
Every month, competitors like Monastery and Creep Brand publish more content, build more authority, and widen the AI visibility gap. Colombian shoppers are increasingly asking AI "mejores camisetas oversize Colombia" — and right now, the answer never includes ONE4VICE. Each day of inaction is a missed sale to a competitor who invested in discoverability.