AI Visibility Audit
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Prepared by saigon.digital · May 2026
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Your customers are no longer just searching on Google — they're asking AI which companies to shortlist. This audit shows exactly where you stand, who's winning, and what to do next.
Saigon Digital has been a valuable partner in strengthening our digital presence and thinking more strategically about visibility in modern search. Their team understands not just websites and SEO, but where search is heading — especially with AI-driven discovery changing how families research schools. They brought practical recommendations and a strong commercial mindset around admissions ROI, school visits, and enquiry generation. We were impressed by their ability to connect technical execution with real outcomes for brand awareness and parent engagement.
See how we've helped brands grow. Read our case studies and learn more about what we do.
View Case StudiesA snapshot of where Noodle Seed stands in the AI search era — and the ironic gap between what you sell and how you're found.
Noodle Seed promises to put businesses "inside ChatGPT" — but when buyers search AI platforms for the best way to do exactly that, Noodle Seed itself is completely absent from every recommendation. CustomGPT.ai (DR 73), Otterly.ai (DR 71), and Profound (DR 76) dominate the conversation. With zero organic keywords and zero organic traffic despite a DR of 34, Noodle Seed has a credibility problem that undermines its core value proposition: if you can't get your own business discovered by AI, how can you do it for your customers?
We tested how Noodle Seed appears when potential customers ask AI tools to recommend AI business discovery and visibility platforms. Here's what we found.
When users ask ChatGPT for the best way to get their business on AI platforms, it recommends OpenAI's own Apps SDK, CustomGPT.ai, and MindStudio. Noodle Seed is not in its recommendation set.
AI Overviews for "AI visibility tools" and "get business on ChatGPT" surface Profound, Otterly, HubSpot AEO, and SE Ranking. Noodle Seed does not appear in any tested results.
Perplexity draws from high-DR content hubs and review platforms. With 0 organic keywords and no third-party review presence on G2 or Capterra, Noodle Seed has no pathway into these results.
Gemini leans on Google's index and business profiles. With zero organic keyword rankings and no structured content, Noodle Seed is invisible to Gemini's recommendation engine.
0 / 4 platforms currently surface Noodle Seed in relevant AI-generated recommendations.
Structured comparison content, third-party reviews on G2 and Product Hunt, FAQ pages targeting buyer queries, and consistent brand signals across SaaS directories — the same playbook your competitors have already executed.
We ran the exact searches your buyers use when asking AI tools to recommend a solution. Here's who appeared — and whether Noodle Seed was in the answer.
Noodle Seed does not appear in any of the four tested buyer queries — not even for the "get your business on ChatGPT" niche it specifically targets. The conversation is entirely controlled by platforms with larger content libraries, stronger DR scores, and deeper third-party citation networks.
"Get your business inside ChatGPT" is a fast-growing search category with no single dominant owner yet. Noodle Seed has the product-market fit and brand messaging to own this exact phrase — but needs the content and authority infrastructure to back it up.
These are the companies currently winning AI recommendations in your market. Understanding why they're cited — and you're not — reveals the exact gap to close.
| Company | DR | ChatGPT | Google AIO | Perplexity | Why They Win |
|---|---|---|---|---|---|
| Noodle Seed You | 34 | Not Cited | Not Appearing | Not Cited | Audit target |
| Profound | 76 | Cited | Appearing | Cited | G2 Leader in AEO, $58.5M raised, Fortune 100 client logos. Massive content library on AI visibility that AI tools cite as authoritative source. |
| CustomGPT.ai | 73 | Cited | Appearing | Cited | Owns "custom GPT builder" category with deep how-to content, use case pages, and integration guides. #1 no-code GPT builder per multiple AI platforms. |
| Otterly.ai | 71 | Cited | Appearing | Cited | 20,000+ users, award-winning AI visibility tracker. Strong media coverage and partnerships with marketing agencies drive constant third-party mentions. |
| Gauge | 44 | Partial | Appearing | Partial | 7+ LLM integrations and actionable content generation. Growing fast with comparison content and "best GEO platform" articles that AI tools surface. |
| GoVisible.ai | 26 | Not Cited | Partial | Not Cited | Free AI visibility audit tool draws traffic but limited third-party authority. Similar DR range to Noodle Seed — shows the ceiling without content investment. |
Badge key: Cited Partial Not Cited
These are the highest-leverage changes Noodle Seed can make right now to start appearing in AI-generated recommendations within 60–120 days.
Publish a definitive "How to Get Your Business on ChatGPT in 2026" pillar page with structured FAQ schema, step-by-step guides, and comparison tables vs. doing it manually. This is the exact query your buyers ask AI — and nobody truly owns this keyword yet. Include video walkthroughs and real customer examples to build content depth AI tools favour.
Create a content hub with articles targeting "AI visibility for restaurants", "ChatGPT app for real estate agents", "how to appear in AI search results", and industry-specific use cases. Each post should use schema markup and clear brand positioning. This converts your DR 34 authority into actual organic keyword rankings — the missing link in your current strategy.
Claim and optimise profiles on G2, Capterra, and SaaSWorthy. You already have a Product Hunt listing and Hacker News thread — now expand to the review platforms AI tools scan when building recommendation lists. Secure guest posts on MarTech and SaaS publications targeting "AI business discovery" to build the citation graph AI models trust.
This audit shows the problem. We have a clear strategy to fix it — and results typically show within the first 60 days of engagement.
Noodle Seed has the product, the positioning, and the market timing to own "AI business discovery" as a category. But the authority and content gap is real — and it's costing you deals every day that prospects ask AI for recommendations and don't find you. A 30-minute call is all it takes to map out a plan.
Nick Rowe · CEO & Co-Founder, Saigon Digital
Full GEO strategy, content plan, authority-building roadmap, and monthly performance reporting — all focused on making Noodle Seed the AI-recommended platform in its category.
Most clients start seeing AI citation improvements within 45–60 days. Full competitive parity typically achieved in 90–120 days.
Every month Profound, CustomGPT, and Otterly publish more authority content, the gap widens. AI models are training on content published now — delay compounds the problem exponentially.