SEO Analysisgrowth

Consensus Builder

What it does

Helps build consistent and positive mentions of your brand across AI platforms through strategic content optimization.

AI platforms give contradictory or wrong information about your brand

When users ask ChatGPT, Perplexity or Gemini about your brand, they often get contradictory answers. One platform recommends you, another doesn't mention you, and a third gives wrong information. This inconsistency damages brand trust and means you lose potential customers depending on which AI they use.

• Different AI platforms give contradictory information about your brand
• Some AIs mention you positively while others ignore you completely
• Misinformation about products, prices or services spreads via AI answers
• No strategy for influencing what AI platforms say about you consistently

Build consistent and positive AI consensus about your brand

Consensus Builder analyzes what all major AI platforms say about your brand and gives you a strategy to build consistent, positive mentions across them. You get concrete content actions that influence what AIs learn about you — from Wikipedia optimization to structured data and authoritative sources.

• Consensus report: what does each AI platform say about your brand now?
• Gap analysis: where is there inconsistency or misinformation?
• Content strategy: concrete actions to build consistent AI mentions
• Source optimization: improve the sources AIs use to learn about you

Features

• Multi-platform scanning: check what ChatGPT, Gemini, Perplexity and Claude say about you
• Consensus score: measure the degree of consistency across AI platforms
• Source tracking report: which sources does each AI use for information about you?
• Action plan with prioritized measures to improve AI consensus

How it works

1. Enter brand, industry and key products for AI consensus analysis
2. Tool queries all major AI platforms and compares the answers
3. Follow the content strategy to build consistent positive AI mentions

Use cases

• Brands discovering AI platforms give wrong information about them
• Businesses wanting to ensure consistent positive mentions across AI search
• PR teams needing to monitor and influence AI-generated brand mentions

Why use Consensus Builder?

In a world where more people use AI search to make purchasing decisions, it's critical that AI platforms give consistent and correct information about your brand. Consensus Builder gives you full overview of what each platform says and a concrete plan to improve it. It's like reputation management for the AI age.

Misinformation in AI answers is especially damaging because users trust the AIs. If ChatGPT says your product costs twice what it does, or that you don't offer a service you actually have, you lose customers without knowing it. Consensus Builder reveals these problems and gives you the tools to fix them.

Building AI consensus is a long-term investment with increasing returns. The more consistent and positive information AI platforms find about you, the more likely they are to recommend you in future answers. It's a self-reinforcing cycle — and those who start early get the biggest advantage.

FAQ

Can I actually influence what AI platforms say about me?

Yes, AI models learn from publicly available content. By optimizing the sources they use — Wikipedia, authoritative industry publications, structured data, press releases and your own website — you can systematically influence what AIs say about your brand.

Why do different AI platforms say different things?

Because they're trained on different datasets, have different knowledge cutoff dates, and use different sources for real-time information. ChatGPT may use Bing data, Perplexity uses its own searches, and Gemini uses Google data. Therefore they can give contradictory answers.

How long does it take to build AI consensus?

Some actions give quick results (fixing misinformation on Wikipedia, updating structured data). Others take longer (building authoritative sources, getting industry publications). Typically you see improvements in AI answers within 1-3 months of systematic work.

What do I do about misinformation in AI answers?

First identify the source of misinformation. Often it comes from outdated Wikipedia articles, errors in industry directories or contradictory information on your own website. Fix the source, and AIs will gradually update their answers when they re-index.

Is this the same as AEO?

Consensus Builder focuses specifically on brand mentions and consistency — what AIs say about YOU. AEO is broader and about being cited as a source for all types of queries. The two strategies complement each other: AEO gives visibility, Consensus Builder ensures what's said is correct and positive.

Try Consensus Builder free