AI Visibility Audit
This report is confidential. Enter the access code provided by Saigon Digital to continue.
Incorrect code. Please try again.
Prepared by saigon.digital · August 2026
This report is confidential. Enter the access code provided by Saigon Digital to continue.
Your customers are no longer just searching Google for "wine store near me." They are asking ChatGPT, Perplexity, and Gemini which wine shop to visit. This audit shows exactly where you stand, who is winning those recommendations, 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 have helped brands grow. Read our case studies and learn more about what we do.
View Case StudiesA snapshot of where NJWineSeller stands in the AI search era, and the opportunity cost of the current gap.
NJWineSeller has been a beloved fixture in central New Jersey since 2006, growing to three locations (Cranford, Green Brook, Cranbury) with 3,000+ wines, 800+ beers, 750+ spirits, and a wine bar that locals rave about. You have strong Yelp reviews, loyal customers, and a genuinely differentiated product: hand-picked, small-production wines you will not find at big-box retailers. But none of that shows up when AI answers the question "best wine store in New Jersey." Your Domain Rating is just 7, you rank for only 15 organic keywords, and your three separate websites fragment what little authority you have across cranford-njwineseller.com, greenbrook-njwineseller.com, and njwineseller.com. Meanwhile, competitors like Gary's Wine (DR 46), Moore Brothers (DR 41), and the national chains dominate every AI recommendation. The gap is not your product or reputation: it is your digital presence.
We tested how NJWineSeller appears when potential customers ask AI tools to recommend wine stores in New Jersey. Here is what we found across each platform.
ChatGPT does not recommend NJWineSeller for any wine store queries in New Jersey. The model favours retailers with strong domain authority, editorial coverage in wine publications, and robust content libraries. Competitors like Gary's Wine, Wine Library, and Moore Brothers appear consistently because they have the digital footprint ChatGPT uses to build recommendations.
Google AI Overviews does not surface NJWineSeller in wine store recommendation queries. With only 15 organic keywords and DR 7, the site lacks the search authority needed to trigger AIO inclusion. Competitors with stronger organic rankings and review profiles on Google Business dominate these featured positions.
Perplexity does not reference NJWineSeller when recommending wine stores in New Jersey. The platform relies on crawling websites for structured, authoritative content, and NJWineSeller's product-catalogue-only sites with no llms.txt, no blog content, and no structured data provide nothing for Perplexity's AI to reference or cite.
Gemini does not recommend NJWineSeller in any wine retail queries. Google's AI model draws heavily from its own search index, and NJWineSeller's near-invisible organic presence (27 visits per month across all keywords) means Gemini has virtually no signal to work with. Competitors with active content strategies and strong Google Business profiles are the only brands Gemini surfaces.
0 of 4 platforms surface NJWineSeller in relevant AI-generated recommendations. You are completely absent from every AI discovery channel. Every customer who asks an AI tool "where should I buy wine in New Jersey?" is being sent to your competitors.
NJWineSeller has real advantages that no national chain can replicate: 20 years in business, three physical locations, a curated selection of 3,000+ small-production wines, an on-site wine bar, knowledgeable staff, and genuinely positive customer reviews. These are exactly the signals AI models want to cite when recommending a local wine store. The gap is not your product, it is your digital infrastructure. This is fixable.
We ran the exact searches your prospective customers use when asking AI tools and Google to recommend a wine store. Here is who appeared, and whether NJWineSeller was in the answer.
NJWineSeller did not appear in a single query we tested. The stores that consistently win AI recommendations share three traits: a single, authoritative website (not fragmented across subdomains), educational content beyond product listings, and strong third-party mentions on platforms like GAYOT, ilovewine.com, and wine publications. NJWineSeller has none of these in place today.
NJWineSeller's Green Brook location has a wine bar, tasting events, and monthly programming that no national chain offers. Yet when a customer asks AI "best wine bar in central New Jersey," you do not appear. Every craft wine buyer, every group looking for a tasting venue, every gift basket customer who uses AI to discover local shops is being directed to your competitors. These are not hypothetical customers: they are the exact audience that would love NJWineSeller if they could find you.
These are the businesses currently winning AI recommendations in your market. Understanding why they are cited, and where NJWineSeller is not, reveals the exact gap to close.
| Company | DR | ChatGPT | Google AIO | Perplexity | Why They Win |
|---|---|---|---|---|---|
| NJWineSeller You | 7 | Not Cited | Not Appearing | Not Cited | Audit target |
| Total Wine & More | 78 | Cited | Appearing | Cited | Massive national brand with 8,000+ wine SKUs online, extensive buying guides, region pages, and dominant organic search presence across every wine-related query |
| Wine Library | 68 | Cited | Appearing | Cited | NJ-based retailer made famous by Gary Vaynerchuk, strong editorial coverage, wine content library, and deep backlink profile from years of media mentions |
| Gary's Wine & Marketplace | 46 | Cited | Appearing | Partial | Multi-location NJ retailer with single consolidated domain, free shipping, membership programme, and active content marketing with wine guides and event listings |
| Moore Brothers Wine Co. | 41 | Partial | Partial | Partial | Natural wine specialist in Pennsauken with detailed winemaker profiles, educational content about natural farming, and a clear niche that AI models can easily categorise |
| CoolVines | 28 | Partial | Appearing | Partial | Jersey City indie retailer with small production focus, active events, weekly tastings, wine dinners, and consistent mentions on Yelp, Google, and wine community forums |
Badge key: Cited Partial Not Cited
These are the highest-leverage changes NJWineSeller can make right now to start appearing in AI-generated recommendations within 30 to 90 days.
Merge cranford-njwineseller.com, greenbrook-njwineseller.com, and njwineseller.com into a single domain with location-specific pages (/cranford, /green-brook, /cranbury). This immediately consolidates all 582 referring domains and 3,829 backlinks under one roof, multiplying your domain authority. Every major competitor (Gary's Wine, Total Wine, CoolVines) operates a single domain with location pages. This is the single most impactful change you can make: it transforms three DR 7 sites into one site with a clear path to DR 25+ within months.
Create an llms.txt file that gives AI models a structured summary of NJWineSeller's three locations, curated selection, wine bar, tasting events, and 20-year history. Then launch a content hub with articles like "Staff Picks: Best Natural Wines Under $25," "A Beginner's Guide to New Jersey Wine," "How to Host a Wine Tasting at Home," and "Best Wines for Summer Grilling." This is the exact content AI models cite when answering buyer queries. Your staff's expertise is the moat no chain can replicate.
Add LocalBusiness, LiquorStore, and Event schema markup across all three locations. Optimise Google Business profiles with consistent NAP data, photos, event posts, and review response strategy. Secure mentions in NJ wine publications, local food blogs, and community guides like GAYOT and ilovewine.com. These third-party citations are the signals AI models use to decide which stores to recommend. CoolVines (DR 28) outranks NJWineSeller in AI results despite being smaller, because their local SEO and editorial presence is stronger.
While auditing how AI sees NJWineSeller, we also looked at the website itself (City Hive ecommerce platform on Vercel). These specific issues are holding back both your AI visibility and how the site performs.
NJWineSeller runs three independent websites: njwineseller.com (Cranbury), cranford-njwineseller.com (Cranford), and greenbrook-njwineseller.com (Green Brook). Each site operates in isolation with no cross-linking, no shared navigation, and no canonical tags pointing to a primary domain. From a search engine and AI perspective, these look like three unrelated, low-authority businesses rather than one established three-location retailer. This single structural issue is the root cause of the DR 7 score. Every backlink, every Yelp mention, every press hit is split across three domains instead of powering one.
All three NJWineSeller domains return HTTP 403 (Forbidden) responses to automated requests, including the crawlers used by ChatGPT (GPTBot), Perplexity (PerplexityBot), Google AI (Google-Extended), and Claude (ClaudeBot). This means AI models literally cannot read your website content, product catalogue, or business information. Even if you had perfect content and strong authority, AI platforms would still be unable to cite you because they cannot access your pages. The robots.txt file is also inaccessible, confirming the blanket bot block. This is a critical blocker that must be resolved before any other AI visibility work can take effect.
None of the three NJWineSeller websites contain JSON-LD structured data (no LocalBusiness, no LiquorStore, no Organization schema), no llms.txt file for AI discoverability, and no blog or content section of any kind. The sites are product catalogues only. AI models and search engines rely on structured data to understand what a business is, where it is located, what it offers, and why it is trustworthy. Without these signals, NJWineSeller is invisible to the systems that power modern discovery. Adding LocalBusiness schema alone takes under an hour and immediately improves how every search engine and AI model processes your business.
Web development is a core strength at Saigon Digital. We have built and optimised dozens of ecommerce sites, from platform migrations and domain consolidation to performance tuning and structured data implementation. Fixing the issues above is part of the work, not a separate project. We handle the AI visibility, the SEO, and the website itself, all under one roof.
This audit shows the problem. Fixing it means more than AI alone: the website infrastructure, the SEO, and the AI visibility all work together. We handle all three, then keep it growing.
NJWineSeller has been serving New Jersey wine lovers for 20 years across three locations, with a hand-curated selection that big-box retailers cannot match. Yet when customers ask AI where to buy wine in NJ, you are completely invisible. CoolVines, with a single location and comparable size, outranks you in every AI platform because they have the digital infrastructure you are missing. The gap is closeable, fast: consolidate your domains, unblock AI crawlers, add structured data and content, and the same customers who love your stores will start finding you through AI. We start with a fixed-price foundation sprint covering domain consolidation, AI/GEO visibility, SEO, and the technical fixes above, then a simple monthly retainer to keep growing. 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: consolidate three domains into one, unblock AI crawlers, implement structured data site-wide, create llms.txt, launch the content hub, optimise Google Business profiles for all three locations, and build the AI visibility foundation. One scope, one price, measurable results.
A simple monthly retainer once the foundation is set: continued SEO and AI visibility growth, new wine content (staff picks, seasonal guides, event recaps), local publication placements, website maintenance and support, and ongoing structured data updates. Rolling monthly, no long lock-in.
AI-powered local discovery is accelerating. Every month that NJWineSeller is absent from ChatGPT, Perplexity, and Gemini recommendations, competitors like Gary's Wine and CoolVines are building the AI citation history that becomes harder to displace. AI models are training on content published now. Your three-domain structure bleeds authority every day it stays in place. The longer you wait, the wider the gap grows, and the more entrenched competitor citations become in AI training data.