Toren Competitive

How Toren turns AI answers into market intelligence.

Toren monitors how AI systems include, compare, and recommend your brand, then connects those results to competitors, current assets, entity signals, and prioritized opportunities.

$499/month

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Buyer questions

Which providers should we compare for this category?

AI Answer

🔵 Competitor included
🔵  Competitor recommended
 🔴 Your brand missing

Toren interprets

✔️ Visibility gap
✔️ Asset signal
✔️ Entity clarity issue

Output

A prioritized market opportunity your team can act on.

AI visibility works differently than search visibility.

Search asks where you rank. AI market intelligence asks whether you are included, how you are described, who is selected instead, and what signals are shaping the answer.

Traditional search tools

Where do we rank?

  • Keywords
  • Links
  • Pages
  • Traffic

Toren Competitive

Do we belong in the answer?

  • AI inclusion
  • Competitor selection
  • Asset influence
  • Prioritized action

The Toren Competitive operating model.

Each Toren Competitive run follows a repeatable intelligence cycle: define the market, monitor AI answers, extract signals, evaluate assets, prioritize opportunities, and measure change over time.

1. Define

Brand, market, competitors, categories, and buyer questions.

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2. Monitor

Run structured discovery, comparison, and recommendation prompts.

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3. Extract

Capture inclusion, share-of-voice, sentiment, and competitor signals.

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4. Evaluate

Review current assets and entity clarity behind the results.

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5. Prioritize

Identify the opportunities most likely to matter.

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6. Measure

Track change as AI systems and competitors evolve.

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The outputs behind the intelligence

Toren turns AI answers, competitor movement, asset signals, and market opportunities into clear outputs your team can review and act on.

AI Presence Dashboard

See where your brand appears across discovery, recommendation, comparison, and interpretation

AI Perception

AI Perception & Competition

Understand how AI positions your brand against competitors and where others are being selected instead.

AI Opportunity Engine

AI Opportunity Engine

Identify priority actions that can improve inclusion across the prompts and topics that matter most.

Signals Toren connects.

See how Toren Competitive monitors AI answers, analyzes competitor visibility, evaluates current assets, and prioritizes opportunities to improve brand inclusion.

Visibility Signals

Presence, recommendation rate, share of voice, and answer inclusion.

Perception Signals

How AI describes, compares, and frames your brand.

Competitive Signals

Who AI selects, how often, and how competitors are positioned.

Asset & Entity Signals

Which current assets and entity gaps may be shaping AI understanding.

Where Agent Smith Fits

AI results create data. Agent Smith turns that data into interpretation.

Agent Smith reviews visibility patterns, competitor movement, asset signals, entity clarity, and opportunity gaps to explain what changed, why it matters, and what to do next.

Prompt Results

Competitor Movement

Current Assets

Entity Signals

Agent
Smith

What changed

Competitors gained inclusion in high-intent prompts.

Why it matters

AI sees stronger category clarity and support assets.

What to do next

Improve extractable category and comparison signals.

What your team gets.

Toren Competitive turns AI answers into practical intelligence your team can review, prioritize, and act on. The result is a clearer view of where your brand stands, what is shaping AI interpretation, and which actions should come next.

Dashboard

Visibility & competitors

Action

Opportunity priorities

Assessment

Current Asset Intelligence

Executive layer

AI Analyst summary

How the intelligence compounds over time.

Toren is not a one-time audit. Each run adds context, making it easier to see what changed, where competitors are gaining ground, and which actions are creating movement.

Run after run

Baseline visibility becomes measurable movement.

Signal after signal

Patterns reveal what is changing in the market.

Action after action

Teams can prioritize improvements and measure impact.

Need a different intelligence scope?

Toren Local

For local and service-area businesses.

Toren Competitive

For brand visibility, competitors, CAI, and opportunities.

Toren Enterprise

For multi-brand, multi-location, or multi-market intelligence.

Toren Competitive is an AI market intelligence platform for brands that need to understand how they appear, compare, and compete across AI-generated answers. It combines AI visibility tracking, competitor intelligence, Current Asset Intelligence, and prioritized opportunities to show where a brand stands and what actions may improve its position.

Prompt sets are built around your brand, category, competitors, customer questions, and common discovery, comparison, and recommendation scenarios. This creates a defined market view designed to reflect how buyers may use AI when researching your category.

Toren Competitive evaluates visibility across leading AI systems and answer environments, including ChatGPT, Claude, Gemini, and Perplexity. Results are analyzed together to identify patterns in inclusion, recommendations, competitive presence, and brand perception. 

Toren Competitive connects AI results to competitor movement, current digital assets, entity clarity, citations and other signals that may influence how AI understands a brand. Agent Smith then interprets those signals to help explain what changed, why it matters, and what to prioritize next.

Toren Competitive is typically built around monthly analysis so changes in visibility, competitors, assets, and AI behavior can be measured over time. Expanded or custom analysis frequency can be supported when a broader intelligence scope is needed. 

Toren Competitive is $499 per month. It includes coverage across major AI systems, competitor tracking and share of voice, Current Asset Intelligence for up to 50 pages, an AI Analyst summary, and Opportunity Engine priorities.

See Toren Competitive applied to your market.

Toren can show where your brand appears, which competitors are being selected, what assets may be shaping the answer, and which opportunities deserve attention next.

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