Competitor Intelligence

Know exactly where you stand
against competitors in AI

See which brands AI models mention most in your category. Track share of voice, uncover prompt-level gaps, and find the citation strategies competitors use that you don't.

app.cogvert.com — Competitor Intelligence
Share of Voice: Travel Booking
Across 38 tracked prompts on ChatGPT, Gemini & Perplexity
Category: Travel Export Report
AI Share of Voice — Brand Mentions
1
Expedia
34%
2
Booking.com
28%
3
Kayak
21%
4
Hotels.com
17%
Your Share of Voice
34%
↑ +4.2% vs last scan
Competitors Tracked
3
Booking, Kayak, Hotels
Prompt Gaps Found
7
Competitors appear, you don't
Citation Advantage
+12
More citing domains than avg
Share of Voice

How much of the AI conversation
belongs to your brand?

In traditional marketing, share of voice measures ad impressions. In the AI era, it measures something more powerful — how often each brand gets mentioned when users ask AI about your category. If Booking.com appears in 28% of travel prompts and you appear in 34%, you own the larger share of the conversation.

Share of Voice Trend
Expedia vs competitors — last 30 days
--- Expedia 34% - - Booking 28% - - Kayak 21%
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Measured across every prompt you track

Share of voice is calculated from real AI responses to your tracked prompts — not estimates or projections.

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Track trends over time

See if your share is growing or shrinking with every scan. Catch competitive shifts before they become threats.

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Broken down by AI model

ChatGPT may favor Booking.com while Gemini favors Expedia. See where you're winning — and where you're not — per model.

Prompt-Level Comparison

See exactly which prompts
your competitors own — and you don't

The most actionable insight in competitive intelligence: a prompt-by-prompt breakdown showing where competitors appear and you're absent. These are your opportunity gaps.

Prompt Gap Analysis — Expedia vs Competitors
Prompt Expedia Booking.com Kayak Hotels.com Status
Best hotel booking sites 2025 Rank #1 Rank #2 Missing Rank #4 Leading
Cheapest flight comparison tools Missing Rank #1 Rank #2 Missing Gap
Best apps for vacation planning Rank #3 Rank #1 Rank #2 Missing Trailing
Last-minute hotel deals near me Missing Rank #1 Missing Rank #2 Gap
Best travel rewards programs Rank #1 Missing Missing Missing Dominant
All-inclusive vacation packages Missing Rank #2 Rank #1 Rank #3 Gap

Gaps are your highest-priority opportunities. If three competitors appear in a prompt and you don't, that's traffic and trust you're leaving on the table.

Competitive Insights

Understand why competitors
outrank you in AI

It's not enough to know that Booking.com appears more often. You need to know why — what citation sources they have, what mention patterns differ, and what content gaps exist.

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Mention Gap Analysis
Prompts where competitors get mentioned and you don't. Each gap is a potential visibility opportunity.
  • Booking.com appears without you 7 prompts
  • Kayak appears without you 4 prompts
  • Hotels.com appears without you 2 prompts
  • You appear without any competitor 5 prompts
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Citation Domain Gaps
Domains that AI cites when mentioning competitors but not you. Getting cited by these sources can boost your AI visibility.
  • tripadvisor.com Booking You
  • nerdwallet.com Kayak You
  • skyscanner.com Booking You
  • cntraveler.com Hotels You
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Rank Position Comparison
When you and competitors both appear, who gets mentioned first? Position #1 carries the highest trust signal.
  • Expedia ranked #1 14 prompts
  • Booking.com ranked #1 11 prompts
  • Kayak ranked #1 6 prompts
  • Hotels.com ranked #1 3 prompts
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Per-Model Competitive View
Each AI model has different preferences. See which competitors dominate which model — and where you have an edge.
  • ChatGPT Expedia leads (38% SOV)
  • Gemini Booking.com leads (32% SOV)
  • Perplexity Expedia leads (31% SOV)
Live in product

Every competitor. Every prompt. Every engine.

Three views to answer "who's winning the AI conversation in our category — and where can we overtake them?"

Competitors Dashboard

A scoreboard for the brands you actually care about

Add 3–7 competitors and Scout turns every AI response into a head-to-head: who appeared, who was recommended, who beat whom — plus the AI's stated reasons for each pick.

  • Mention share across every tracked prompt.
  • Head-to-head wins/losses per scan.
  • "Competitor reasons" — the actual sentences AI used to pick a competitor over you.
Competitors page with mention share, head-to-head wins and competitor reasons
Share of Voice

Your slice of the AI mention pie

Share of Voice tracks the percentage of all AI mentions in your category that go to you versus your tracked competitors. The single cleanest leadership metric — "we own X% of the AI conversation."

  • Bar & pie views — same data, two angles.
  • Trend over time so you spot shifts before competitors do.
  • Filter by topic — strong overall, weak on Pricing? Now you know.
Share of voice across all tracked prompts
Per-model Breakdown

Find where you can overtake — engine by engine

Aggregate Share of Voice hides the gaps. Scout breaks every competitor's performance down by ChatGPT, Gemini and Perplexity — so you spot the engine where you're closest to overtaking, and double down there first.

  • Competitor strong on Gemini but weak on Perplexity? Win Perplexity first.
  • Per-engine sentiment side-by-side.
  • Per-engine recommendation rate so you know who's preferred where.
Per-model competitor performance breakdown

Who's winning the AI conversation in your industry?

Find out in 5 minutes. Track competitors and up to 5 prompts free — no credit card required.