1	Break the unprompted-absence pattern Content	●●●●●	P1
2	Correct the enterprise-client claims Accuracy	●●●●●	P1
3	Seed head-to-head comparison content Content	●●●●●	P2

90-Day Roadmap

Due Sep 5, 2026

214 days · Fix accuracyCorrect enterprise-client claims

Due Oct 21, 2026

160 days · Earn recallBreak the unprompted-absence pattern

Due Nov 18, 2026

390 days · Win nominationsShip use-case content for buyer scenarios

Share of Voice

Mention share · you vs competitors

Site-Verified Hallucination Log

3 claims flagged · checked against your site

“Offers a Pro Max tier” — does not exist.

ChatGPTfabrication

“Free 30-day trial” — there is none.

Googlefalse claim

“Integrates with X” — not supported.

Perplexitymisstatement

Responses Explorer

“What's the best KPI library for a startup's first dashboard?”

PerplexityScore 2 / 4

Popular options include Competitor A and Competitor B, which offer ready-made templates. No mention of your brand.

g2.com · reddit.com

MCP for AI Assistants

hibot.com/mcp connected

Which false claims are still standing?

2 of 5 persist since July. Google still repeats the outdated price. I marked rec 3 complete.

get_hallucinationsget_trendsupdate_recommendation_status

And many more features!

Explore everything inside a HiBot audit

Is AI harming or helping your brand?

The customer journey has collapsed into a single touchpoint, hidden inside an AI conversation. Watch what happens when customers ask AI about your market.

You are not in the conversation.

AI is recommending your rival.

False claims, stated as fact.

Get Your HiBot Audit Pulse vs Panorama

HiBot in 30 Seconds

How our AI audit process works.

Formulate Audit Questionnaire.

A tailored questionnaire across the 6 ANSWER categories that map to how customers actually decide. Free ANSWER whitepaper.

Collect Responses across AI Engines.

Trained specialists ask every finalized question by hand, in logged-out, neutral sessions in your target market. The 4-phase process.

Score Responses and Develop Report.

Every answer is rated and rolled into your HiBot Score, delivered as a consulting-grade report with a prioritized action plan, evidence logs, and a 90-day roadmap. What's in the report · Scoring methodology.

The Audit Process

Start your AI audit today.

Every audit is run by hand by a human AI specialist, then AI-scored and written up.

•

HiBot Pulse

$199one-time

Best for solo founders and small brands wanting a first read on where they stand.

Questions

AI engines

Runs each

Runs on the 3 biggest engines: ChatGPT, Perplexity, and Google.

Saves you ~12 hours of manual checking.

Get Your HiBot Pulse Audit

Delivered in about 1 business day.

Save 20% on recurring audits at $159 each.

Most complete

HiBot Panorama

$499one-time

Best for growing teams in competitive markets that need a baseline to track and defend.

Questions

AI engines

Runs each

Everything in Pulse, plus Claude and Grok, a second averaged run, and Share of Voice against your competitors.

Saves you ~38 hours of manual checking.

Get Your HiBot Panorama Audit

Delivered in about 2 business days.

Save 20% on recurring audits at $399 each.

Every audit is a full report and action plan, not just a score.

See everything inside the report →

Download example reports →

Explore the ANSWER audit methodology.

Free whitepaper

Auditing Your AI Visibility: The Complete ANSWER Method

The full methodology, engine list, neutral-baseline rules, and scoring. Everything you would need to attempt the audit yourself, which is exactly why most teams have us run it.

AI Is the New Front Door to Your Brand

Not long ago, your customer opened Google and decided for themselves. Today they ask ChatGPT, and its one-sentence reply is the new shortlist. Here's why the buying journey has collapsed into a single AI touchpoint, the new frontier of AI visibility that almost no brand can see inside.

Meet ANSWER: The 6 Things AI Decides about Your Brand

Every time a customer asks AI about your category, the engine makes 6 quiet judgments about your brand. Meet ANSWER, the framework that turns AI visibility into a score: whether AI names you, recommends you, defends you in a comparison, prices you, describes you, and vouches for you.

Why We Built ANSWER on McKinsey's Consumer Decision Journey

A framework grounded in how customers actually decide beats a list of tactics. That's why the ANSWER framework for AI visibility is built on McKinsey's Consumer Decision Journey. Here's how the two map, stage by stage, from first glance to the loyalty loop.

How an ANSWER Audit Is Run

Checking your own logged-in ChatGPT gives you a flattering answer no customer would ever see. Here's the 4-phase method behind a real AI visibility audit, from questionnaire design to a prioritized report, and the 500-answer reason it's so hard to fake.

How an ANSWER Audit Is Scored

How do you turn everything ChatGPT, Perplexity, and Google's AI answers say about a brand into one trustworthy number? Here's the scoring model behind the HiBot Score, the headline metric of an AI visibility audit, and the accuracy cap that proves being mentioned isn't the same as being mentioned correctly.

5 Ways Brands Leak out of the AI Buying Journey

The buying journey now runs through a single AI answer, and at every stage a brand can quietly fall out. Here are the 5 most common AI visibility leaks, from never appearing to a false claim that poisons your reputation, mapped to the ANSWER framework.