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In-page sample preview

Sample AI Visibility Audit for B2B SaaS

This page shows the structure and level of detail used in a Vantaflow audit. It is an illustrative format preview, not client data or a completed audit.

No PDF is available yet. The sample is presented directly on this page so you can review the format without a gated or fake download.

How to read this sample audit

Each section shows the prompt map, competitor gaps, model notes, description accuracy, and a prioritized 30-day roadmap. Use the visibility score as a quick triage to prioritize fixes.

Visibility score

A 0–100 snapshot of how often models recommend the product for buyer prompts; higher is better.

Competitor mentions

Lists competitors that appear more often and notes the likely reasons (clearer category, comparison pages, FAQs).

Recommended fixes

Actionable website and content changes (comparison pages, clarified category, improved proof) prioritized by impact.

01

Prompt Map

A grouped set of high-intent buyer questions covering category discovery, alternatives, use cases, pain points, and direct competitor comparisons.

Example format

  • Best [category] software for [buyer type]
  • [Product] alternatives for [use case]
  • [Product] vs [Competitor] for [team type]
  • What tool should I use to solve [pain point]?
02

Competitor Mention Gap

A clear view of prompts where competitors appear more often, receive stronger recommendations, or own a clearer category association.

Example format

  • Your product is absent from a high-intent shortlist prompt.
  • A competitor is consistently associated with your strongest use case.
  • AI answers lack enough evidence to compare your product confidently.
03

Model-by-Model Visibility Notes

Short observations showing how visibility and recommendations differ across ChatGPT, Claude, Gemini, and Perplexity.

Example format

  • ChatGPT: category fit and shortlist position
  • Claude: positioning clarity and comparison language
  • Gemini: source-backed product understanding
  • Perplexity: citations, mentions, and competitor overlap
04

Description Accuracy Notes

A review of whether AI tools explain the product accurately, miss important differentiators, or place it in the wrong category.

Example format

  • Category classification
  • Core use-case accuracy
  • Ideal customer profile accuracy
  • Missing or distorted differentiators
05

30-Day Roadmap

A prioritized sequence of website, positioning, comparison, and content fixes based on the most important visibility gaps.

Example format

  • Week 1: clarify category and use-case messaging
  • Week 2: publish the highest-priority comparison page
  • Week 3: strengthen proof, FAQs, and entity consistency
  • Week 4: retest priority prompts and document changes

Start with the free AI Visibility Score

Submit your SaaS website and one competitor. You will receive a short visibility summary within 48 hours, with no credit card and no call required.

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