5W AI Communications, the AI Communications Firm, released the IPO AI Visibility Index — a directional study of how the major AI engines (ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews) recognize, explain, and frame 25 of the most-watched companies entering the U.S. public markets. The finding: a company can pass every audit, build the book, and ring the bell — and still flunk the first question a buyer types into a chatbox.

The behavior shift is now measured, not assumed. In a March 2026 survey, G2 found 51% of B2B software buyers now begin research with an AI chatbot more often than with Google — up from 29% a year earlier. That is the investor-adjacent audience: the analysts, reporters, recruits, and researchers who form the first read on a company. These engines increasingly shape the first layer of investor research — and most filers have spent zero time on how they'll be explained there.

The index scores each company across four dimensions — Recognition, Accuracy, Source Control, and Answer Quality — combined into a single AI Visibility Readiness score. Source Control is the proprietary metric: it separates a company that is merely visible from one that is visible in its own words — the difference that matters most at the moment of listing.

Based on modeled analysis of category prompts across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. 

The Split Screen

• Infrastructure owns the answer. AI-infrastructure and crypto names — CoreWeave, Circle, Anthropic, Databricks, Anduril — are explained with confidence and frequently sourced through their own technical material and filings. They earned it through density: they published more about themselves than the market did.
• Famous and defenseless. Klarna and Figma are recognized perfectly and explained largely through the post-IPO decline narrative the press authored. None of it is factually wrong. Much of it is uncontrolled. This is the most expensive failure mode in the study: high recognition, low source control.
• The billion-dollar ghosts. Pending filers including Entrata, Crusoe Energy, Genesys, and Lime are invisible or actively confused — blended with competitors, handed stale figures, or returned with hedged answers — precisely when their story is least settled and most consequential.

The risk sharpens in registration. The quiet period limits what a company can say; it places no limit on what the engines repeat. If the chatbox is confidently wrong about the revenue model during the roadshow, that error sits in front of exactly the audience the company can't freely correct.

"Wall Street's new first analyst is a chatbot," said Ronn Torossian, founder and chairman of 5W AI Communications. "Before a banker builds the book or a reporter files the story, the buyer types the company name into a chatbox and reads whatever comes back. You can ace the audit and ring the bell and still lose that first impression — because the engines keep talking when the company has to go quiet. AI Communications is a mix of journalism, psychology, and engineering. The audience is now the machine."

To view the full index, leaderboard, and methodology, please click HERE. The IPO AI Visibility Index is part of 5W's ongoing AI Visibility Index Series. Findings are a market-level diagnostic, directional by design — not a company certification and not investment advice.