IndexableBrandIndexableBrand
Inside-Out Brand Analytics
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Know what AI says about your brand — and change it.

IndexableBrand monitors how models like ChatGPT, Perplexity, and Claude describe you versus how you want to be understood. We quantify the gap and generate clear next steps.

Built for serious teams who can’t afford misrepresentation.
Perception Snapshot
Example output — real data appears after setup.
Perception score
Top gaps
Positioning clarityHigh
Product differentiationMedium
Authority signalsMedium

The problem

AI search changed the rules.

Your brand can lose customers in plain sight — through answers you never wrote.

AI can be confidently wrong

Models summarize you from incomplete or outdated sources, and those answers get reused — even if they’re incorrect.

Zero-click answers reduce discovery

When AI gives a direct recommendation, users don’t browse. You either appear as the answer, or you vanish.

Competitors shape the narrative

If you’re not measuring what AI says, competitors’ content and reviews become the default story about you.

How it works

Inside-out visibility, built for decision-makers.

The platform is designed to turn noisy AI answers into an auditable signal your team can improve.

Step 1

Define your internal truth

We structure your positioning (offerings, language, values) so the system knows what ‘accurate’ looks like.

Step 2

Monitor external AI perception

We run controlled queries across multiple models and store responses + citations as snapshots you can review.

Step 3

Measure the gap and act

We quantify drift over time and produce concrete recommendations to improve how you’re represented.

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Capabilities

Built for teams that care about accuracy.

Clear monitoring, clean evidence, and decisions your stakeholders can trust.

Multi-model monitoring

Run consistent queries across the models your customers are using and keep a clean snapshot history.

Auditable evidence

Store raw responses, extract citations, and keep an evidence trail your team can review and share.

Perception gap scoring

Quantify alignment between internal positioning and external AI perception, then track it over time.

Competitor context

See how AI positions your competitors and identify where you’re being out-framed or omitted.

Security-first architecture

Built with enterprise controls in mind: role-based access, PII redaction pipeline, and auditability.

Actionable recommendations

Generate prioritized next steps — what to change, where, and why — to improve how AI represents you.

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