AI answers shape early vendor shortlists
Shortlist prompts influence which products buyers investigate first.
ChatGPT, Claude, Gemini, and Perplexity are already shaping your buyers' shortlist. Vantaflow audits how AI tools describe, compare, and recommend your SaaS — then shows what to fix so more buyers find you instead of your competitors.
Takes 60 seconds to request. Delivered within 48 hours. No credit card required. No call required.
AI visibility score
34/100
Client mention rate
4/30 prompts
Top competitor
18/30 prompts
Description accuracy
Partial
Main gap
Missing comparison and use-case pages
The shift
B2B buyers are not only comparing websites anymore. They ask AI tools for shortlists, alternatives, and recommendations. If AI understands your competitor more clearly, they enter the buyer conversation before you do.
Shortlist prompts influence which products buyers investigate first.
Clear category and use-case content gives AI stronger recommendation signals.
Unanswered high-intent questions can make competitors the safer answer.
Buyer intent
We test the questions your buyers might ask before they ever visit your website.
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06The audit
A focused audit of how AI tools see your product versus your competitors.
Do AI tools mention your product for high-intent buyer prompts?
Which competitors appear more often, and for which use cases?
Is AI explaining your product correctly or misclassifying it?
Which pages, FAQs, comparisons, and use cases are missing?
What should you fix first to become easier to find and recommend?
Audit details
The audit tests how AI tools interpret your product category, whether they shortlist you for buyer prompts, and how they compare you to competitors. Results focus on practical fixes that improve visibility in AI-driven buyer journeys.
Measures whether major models mention your product for high-intent queries and how often you appear in shortlists compared to competitors.
Identifies prompts where competitors are favored, and the content or signals that make them easier to recommend.
Checks whether AI tools describe your core use cases and differentiators accurately or misclassify your product category.
Free lead magnet
See whether ChatGPT, Claude, Gemini, and Perplexity understand your product — or recommend your competitors instead.
Submit your SaaS website and one competitor. I'll manually test a small set of high-intent buyer prompts and send you a short visibility summary within 48 hours.
Whether your product appears in AI recommendations
How AI tools describe your category and competitors
One clear visibility gap you can fix first
A recommendation on whether a full GEO snapshot is worth doing
Methodology
We test your SaaS across the AI tools your buyers already use to compare vendors and shortlist products.
We build a prompt set around your category, alternatives, use cases, pain points, and competitor comparisons.
We test how major AI tools describe, compare, and recommend your product against competitors.
We identify where competitors appear more often, get described more clearly, or own stronger category associations.
You get a prioritized list of content, positioning, and website fixes designed to improve how AI systems understand your product.
Who it is for
Founder note
Hi, I'm Kevin — the builder behind Vantaflow.
I started this because B2B buyers are no longer relying only on Google. They ask ChatGPT, Claude, Gemini, and Perplexity to compare tools, shortlist vendors, and explain alternatives.
The problem: many good SaaS products are invisible or misrepresented inside those AI answers.
Vantaflow gives founders and growth teams a clear view of how AI tools understand their product, where competitors are winning, and what content or positioning gaps to fix first.
FAQ
The free AI Visibility Score is free. The Founder Beta Snapshot starts at $199 for the first 3 companies while I build early case studies.
The free score is delivered within 48 hours. The full beta snapshot is delivered within 5 business days.
The audit focuses on major AI search and assistant tools such as ChatGPT, Claude, Gemini, and Perplexity.
Not exactly. Traditional SEO focuses on ranking in Google. This audit focuses on how AI systems describe, compare, and recommend your SaaS when buyers ask for options, alternatives, and vendor shortlists.
No. This is a done-for-you external audit. You only provide your website and competitor URLs.
No. The free score can be delivered async by email. If you want to discuss the full snapshot, we can do that after you see the initial result.
Get a free AI Visibility Score and one clear gap to fix first.
Get My Free AI Visibility ScoreTakes 60 seconds to request. Delivered within 48 hours. No credit card required. No call required.