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BrandTribe

AI Brand Authority

Two specialist practices. One authority system.

BrandTribe works across AI-powered discovery and community-driven reputation. Engage AI Visibility & AEO, Reddit Reputation & Community, or both.

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Two specialist practices

Build brand authority where decisions are being made.

BrandTribe operates two distinct practices. They reinforce one another, but each stands on its own — engage either, or both.

01

AI Visibility & AEO

Understand how AI systems see, describe, cite and recommend your brand — and why competitors may appear instead.

  • AI visibility and share of voice benchmarking
  • Citation authority and source intelligence
  • Entity, content and evidence development
Explore AI Visibility & AEO

02

Reddit Reputation & Community

Understand the conversations shaping your brand's reputation, category perception and community-driven discovery.

  • Reputation, sentiment and thread intelligence
  • Community and competitor conversation mapping
  • Credible, sustained community participation
Explore Reddit Reputation

What BrandTribe measures in AI discovery

Six signals that decide whether AI recommends you.

Each signal is benchmarked against a fixed prompt set, engine set and competitive set so that change over time is comparable.

AI Visibility
Whether, and how often, the brand appears across a fixed set of tracked AI-generated answers.
AI Share of Voice
How much of the tracked answer space the brand occupies relative to its defined competitive set.
Citation Authority
How strongly the brand's appearances are supported by credible, independent sources rather than only its own website.
Citation Rate
The proportion of brand appearances that are supported by a citation.
Competitive Position
Where the brand appears relative to alternatives inside recommendation contexts, tracked as an average position.
Brand Sentiment
How AI systems describe, frame and contextualize the brand when it is mentioned.

Full detail on the AI Visibility & AEO practice.

Understand

Establish where the brand actually stands inside AI discovery.

Query & Intent Intelligence

Identify the high-intent questions customers ask when choosing products, services or institutions.

AI Visibility Benchmarking

Measure whether, where and how frequently the brand appears across relevant AI-generated answers.

Competitive Intelligence

Identify which competitors AI recommends instead and what signals may be contributing to that advantage.

Influence

Strengthen the evidence ecosystem AI systems draw recommendations from.

Entity Optimization

Strengthen the associations AI systems can discover between the brand, its products, categories, attributes, credentials and proof.

AEO / GEO Content

Create useful decision-oriented content around the real questions customers ask AI systems.

Citation Ecosystem Development

Strengthen the quantity, quality and relevance of independent sources that can validate brand claims.

Digital PR & Publisher Authority

Increase credible third-party evidence through relevant publisher and media coverage.

Community & Reddit Intelligence

Understand and responsibly strengthen brand presence in relevant public communities and discussion environments.

Measure

Prove what changed and decide what to do next.

AI Visibility Monitoring

Track changes in mentions, recommendation position, competitive share and citation behaviour.

Citation & Source Intelligence

Identify the sources being used to support AI-generated recommendations.

Continuous Optimization

Use observed gaps and competitor movement to determine the next highest-impact intervention.

Reddit Reputation & Community

A separate practice, with its own operating model.

Reddit reputation work is not a sub-task of AEO. It has its own audit, community mapping, participation and monitoring model — and its own commercial structure.

Explore Reddit ReputationSee Pricing

How the system works

A measurement loop, not a one-off project.

Every AI visibility capability sits inside the same operating model.

  1. 01

    Measure

    Benchmark how AI systems surface your brand.

  2. 02

    Diagnose

    Find query, citation and competitor gaps.

  3. 03

    Influence

    Strengthen content, entities and trusted evidence.

  4. 04

    Prove

    Track visibility, citations and recommendation position.

  5. 05

    Optimize

    Prioritize the next highest-impact opportunity.

See the model applied in the BrandTribe case studies.

FAQ

Questions we are asked most.

What is AI Brand Authority?
AI Brand Authority describes how well a brand is understood, supported by evidence and recommended inside AI-generated answers. It combines visibility (does the brand appear), description (how it is characterised) and citation support (which sources back it up).
What is AI visibility?
AI visibility is how often a brand appears in AI-generated answers for a defined set of tracked, high-intent questions. It is measured against a fixed prompt set and competitive set so that changes over time are comparable.
What is citation authority?
Citation authority describes how frequently a brand's appearances in AI answers are supported by credible sources, and how strong those sources are. A brand can be mentioned often while still being weakly supported by independent evidence.
How is AEO different from traditional SEO?
Traditional SEO optimizes for ranked lists of links. Answer Engine Optimization focuses on whether a brand is included, described accurately and cited within a generated answer, which depends more on entity clarity and independent supporting evidence than on a single ranking position.
Can AI visibility be measured?
Yes, within a defined benchmark. By repeatedly running a fixed set of prompts across selected AI engines and recording mentions, recommendation position, citations and competitor appearances, visibility can be tracked as a trend rather than a one-off observation.
Why do third-party sources matter for AI recommendations?
AI systems frequently support answers with retrievable sources. When credible independent pages describe a brand's products, credentials and comparisons, there is more material available to substantiate a recommendation than when the only source is the brand's own website.
How does BrandTribe compare a brand with competitors?
BrandTribe benchmarks a defined competitive set against the same prompts and engines, then compares appearance frequency, share of voice, citation rate, average recommendation position and the sources supporting each brand.
Get Your AI Visibility Audit