
See How AI Represents Your Brand
Buyers are turning to AI engines before Google. Frictionless shows exactly how you appear in ChatGPT, Claude, Gemini, Perplexity, xAI, Google, and Bing — and gives you the insights to improve credibility, accuracy, and visibility.
Prompt Discovery
Built-In Buyer Prompts
Automatically run structured prompts across 7 categories including Discovery, Credibility, Pricing & Value, and more.
Multi-Engine Coverage
Test Across AI Leaders
Audit how ChatGPT, Claude, Gemini, Perplexity, xAI, Google, and Bing answer questions about your brand.
Side-by-Side Analysis
Compare AI & Search Results
View responses from AI engines alongside search results to see where gaps or inconsistencies appear.
Collaboration Tools
Rate, Flag & Share Notes
Identifies missed opportunities to drive action, improve CTAs, and optimize placement so visitors are more likely to convert.

Scoreboard Overview
Ratings at a Glance
See average ratings by category and channel to quickly identify visibility gaps.
Brand Mentions
Track Name & Domain Presence
Measure how often your brand is explicitly named or linked across AI and search engines.
Feedback Insights
Understand Weak Responses
Diagnose issues like missing, inaccurate, or vague answers with clear feedback metrics.
Prompt Leaders & Laggards
Spot Best & Worst Cases
Instantly see which questions showcase your brand — and where you risk being overlooked.
The Bottom Line on Answer Engine Brand Audits
AI is quickly becoming the first stop for research, recommendations, and buying decisions.
Whether prospects are asking ChatGPT which agencies are best in your category, or searching Google for top vendors, you can’t afford to be invisible, inaccurate, or misrepresented.
An Answer Engine Audit gives you clarity:
- How do leading AI engines describe your brand compared to competitors?
- Are you mentioned by name or domain in critical buyer questions?
- Do answers highlight your credibility, proof, and value — or do they leave gaps?
With Frictionless, you don’t just see results — you get structured insights you can act on. Our platform organizes audits into ratings, mentions, feedback, and prompt-level detail so your marketing team can pinpoint risks and opportunities.
By monitoring AI and search visibility, you can refine your content, messaging, and credibility strategy to ensure buyers always find the right story about your company. And with Frictionless, you have the most advanced tool for auditing, analyzing, and improving your brand presence in the age of AI-powered discovery.