CONTINUOUS AI MENTION MONITORING

Track AI brand mentions across every system that matters.

Daily monitoring of how AI describes your brand across ChatGPT, Perplexity, Gemini, Claude and Copilot. Citation rate. Share of voice. Sentiment. Inaccuracy alerts. Source attribution. Designed for marketing leaders who need a defensible measurement layer for AI visibility.

Run a free three-layer audit → Book a demo
THE DIRECT ANSWER

How tracking AI brand mentions actually works.

Tracking AI brand mentions requires running a structured set of buyer-intent queries against every AI system on a daily cadence, capturing the verbatim outputs, classifying each mention by sentiment and accuracy, and identifying which third-party sources AI is citing. Doing it manually is impossible at scale. A specialist platform is required because each AI system has different APIs, different update cadences, different source preferences, and different output formats.

Five AI systems, one dashboard

ChatGPT, Perplexity, Gemini, Claude and Microsoft Copilot are tracked from one operational view. Single-engine monitoring is insufficient because AI search has fragmented permanently and each system favours different sources.

Daily refresh, weekly trends

Buyer-intent queries refresh daily so changes show up fast. Trend lines roll up to weekly, monthly, quarterly views for board-level reporting. Critical alerts (sudden score drops, new inaccuracies, new competitor displacement) fire in real time.

Citation rate and source attribution

For every AI mention captured, Kodiac tracks which third-party sources AI cited (Reddit, Wikipedia, G2, news, Hacker News) with per-source AI weight scoring 0-10. The ecosystem layer is where 74-92% of AI brand description comes from, per University of Toronto research.

Inaccuracy detection

Every output is automatically classified for factual accuracy against your authoritative source data. Inaccuracies are flagged with severity scores and traced back to the specific third-party source propagating the error - so the fix is targeted rather than guessed.

WHAT GETS TRACKED

Seven core metrics that matter for board reporting.

Citation share. What percentage of your brand-relevant queries return your brand as a cited source.
Share of voice. How often your brand appears in AI answers versus named competitors across the same queries.
Mention rate. How often AI surfaces your brand at all, including non-cited mentions and indirect references.
Sentiment. Positive, neutral, or negative framing applied to brand mentions, tracked per system and per query category.
Drift. Run-to-run variability in how AI describes your brand. High drift signals weak source authority.
Position-weighted ranking. Where your brand appears in ranked outputs ("best X for Y") with first position weighted higher than third.
Source domain pull. Which third-party domains AI cites when answering brand-relevant prompts. Critical because 74-92% of brand mentions originate from third-party pages, not the brand's own domain.
START FREE

Free snapshot, then continuous monitoring.

The free three-layer audit gives you a one-time, board-ready snapshot across all five AI systems in 60 seconds. Continuous tracking requires Kodiac Audit Starter at £499/month - daily refresh on up to 200 buyer-intent queries, monthly visibility reports, inaccuracy alerts, and competitive benchmarking against tracked competitors.

FAQ

Frequently asked.

The questions buyers ask most often when first investigating this.

How do I track AI brand mentions?

Tracking AI brand mentions requires a specialist platform that runs buyer-intent queries against every major AI system on a regular cadence, captures the verbatim outputs, and classifies each mention by sentiment, accuracy, and source attribution. Manual tracking is impossible at scale because each AI system updates on a different cadence and uses different APIs. Kodiac runs daily monitoring across ChatGPT, Perplexity, Gemini, Claude, and Microsoft Copilot from a single dashboard.

What is the best AI brand monitoring tool in 2026?

The right tool depends on what you need to do. For board-level snapshot reporting, the HubSpot AEO Grader is free but covers only three AI systems and one layer. For specialist AEO measurement at the enterprise tier, Profound and Athena HQ are strong analytics-first products. For full three-layer coverage (output, owned site, third-party ecosystem) plus the Source Intelligence and Brand Agent layers, Kodiac is purpose-built. The right answer is whichever fits your operating model. Run a free Kodiac audit to see your starting position before committing to any platform.

How often should I check AI brand mentions?

For brands with active AI visibility programmes, daily monitoring is the operational baseline because AI outputs vary run-to-run. Weekly review of trends is sufficient for most marketing leaders. Monthly board-level reports are the standard cadence for executive accountability. Real-time alerts should fire on critical events: sudden visibility score drops, new inaccuracies appearing, or competitor displacement on high-priority queries.

Which AI systems should I monitor?

All five major AI systems: ChatGPT (OpenAI), Perplexity, Google Gemini and AI Overviews, Anthropic Claude, and Microsoft Copilot. Single-engine monitoring is insufficient. Each system has different source preferences. Perplexity over-indexes on Reddit. ChatGPT favours Wikipedia and structured publications. Claude prefers authoritative English-language earned media. A monitoring strategy that only covers ChatGPT misses 60-80% of where buyer interactions actually happen.

Can I track competitors’ AI mentions too?

Yes. Competitive benchmarking is built into the Kodiac Audit Growth and Enterprise plans. You can track up to four named competitors across the same buyer-intent queries you run for your own brand. The competitive view shows where competitors win on share of voice, recommendation rate, and citation share, plus a competitive gap analysis with attribution to the specific Source Intelligence factor driving the gap.

START TRACKING

See your starting position in 60 seconds.

Run a free three-layer audit. All five AI systems. No credit card. Then upgrade to continuous monitoring at £499/month.

Run a free three-layer audit → Book a demo