MACHINE PERCEPTION INDEX

Establish Your Neural Baseline

The search engine
is now an
Answer Engine.

Your customers have stopped scrolling through links. They are asking direct questions. We help your brand survive the shift to AI-generated answers.

The Search Era

Links. Rankings. Clicks.

Discovery used to be a journey. Your customers scrolled through pages of links and opened multiple tabs. Your SEO and your ads had dozens of opportunities to win the click.

The Synthesis Era

Ask. Receive. Done.

Discovery is now a destination. AI models synthesize billions of data points into a single response. One recommendation. One brand. One definitive answer.

The Cost of Invisibility

If the model doesn't see you,
the market won't find you.

Traditional SEO buys you a link, but MPI buys you a voice. You can have a perfect website and still be completely invisible to the LLMs that are now making decisions for your customers.

Algorithmic Erasure

When AI omits your brand from a recommendation, it is not just a missed click. It is the active removal of your brand from the consumer's decision set.

Narrative Distortion

Models don't just report facts; they form a consensus. If the consensus about your brand is outdated or inaccurate, that becomes the market's new truth.

The Infrastructure

Protect your brand
where the decisions
are actually made.

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Neural Auditing

Social listening tools can't see what AI is saying about you.

We analyze how major AI models (like ChatGPT and Claude) describe your brand. Think of it as SEO for the age of AI—we reveal if the machine is recommending your product or your competitor's.

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Drift Detection

Spot negative brand narratives before they go viral.

AI models can "hallucinate" or drift away from your brand's core message. We measure this gap. By the time incorrect AI answers start appearing in search results, the damage to your reputation is already done.

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Strategic Correction

Don't just track the conversation. Shape it.

Our intelligence reports give you the exact data you need to "teach" the AI models the truth about your brand. We provide actionable steps to align the machine's answers with your marketing strategy.

Initialize Access

Join the public intelligence feed or apply for a comprehensive brand audit to secure your digital future.

Free Access

Public Intelligence

Join our free intelligence list. Get high-level reports on how AI perception is shifting across major global industries.

Brand Audit

For organizations requiring deep-dive analysis. We accept limited partners to diagnose exactly how models see your brand.

Machine Perception Index — Protocol 2026

Current Influence Categories

Consumer Packaged GoodsQuick Service RestaurantsFinancial ServicesLuxury RetailAutomotive & e-MobilityEnterprise SoftwarePharmaceuticalsTravel & HospitalityEnergy & InfrastructureTelecommunicationsConsumer Packaged GoodsQuick Service RestaurantsFinancial ServicesLuxury RetailAutomotive & e-MobilityEnterprise SoftwarePharmaceuticalsTravel & HospitalityEnergy & InfrastructureTelecommunications