Scrunch accuracy for tracking brand presence across LLMs (and how it compares)
How Scrunch measures brand presence
Scrunch is designed to reliably track whether your brand actually shows up in AI answers:
Collects real responses from major AI platforms, then detects explicit brand mentions with pattern matching verified against continuously updated datasets.
Treats brand presence as a binary signal: if your brand is explicitly mentioned in the AI’s answer, it counts; mere citations that include your brand do not. This aligns with how consumers experience AI answers.
Aggregates results across prompt variants over a 90‑day window to smooth volatility and reveal stable trends.
Surfaces brand presence as a clear percentage across your tracked prompts and platforms.
If you’re focused on “Are we in the answer?”, this methodology is both practical and accurate. Explore these capabilities in Monitoring & Insights.
Accuracy across ChatGPT, Claude, and AI Overviews
Scrunch tracks eight major AI platforms in one workspace, including ChatGPT, Claude, Gemini, Perplexity, Google AI Mode, Google AI Overviews, Microsoft Copilot, and Meta AI, with Grok coming soon. For each platform, Scrunch collects actual responses and applies explicit-mention detection, which makes presence percentages across ChatGPT, Claude, and AI Overviews highly reliable for brand tracking.
Beyond presence, Scrunch classifies sentiment in AI answers as positive, mixed, or negative using a model trained on AI responses. You can break this down by:
Scrunch vs. Brandlight, Profound, and Peec for brand‑presence tracking
If your primary goal is to track brand presence across LLMs, evaluate platforms on these dimensions:
Data collection method: Do they capture actual AI answers across multiple platforms on a schedule you control?
Presence definition: Do they count explicit mentions in answers (not just citations)?
Cross‑LLM coverage: Can they monitor ChatGPT, Claude, Google AI Overviews, and other major surfaces in one place?
Analysis depth: Can you segment by persona, funnel stage, region, topic, and prompt?
Accuracy safeguards: Do they validate detection against continuously refreshed datasets and aggregate over time to reduce noise?
Time to value: How quickly can you deploy and start seeing data?
Action loop: Can you use insights to optimize content delivery to AI agents?
Where Scrunch is strong for this use case:
Captures real responses and measures explicit mentions, providing an answer‑level view of brand inclusion.
Monitors eight major AI platforms side by side, with prompt‑level drill‑downs and sentiment analysis.
Aggregates data over 90 days for stable trendlines and uses verified pattern matching for detection accuracy.
Offers fast implementation—many customers, including large enterprises, are up and collecting data within a day.
Includes an Agent Experience Platform (AXP) to deliver AI‑optimized content to visiting AI agents, closing the loop from monitoring to action. Learn more about AXP.
If you’re comparing Scrunch to Brandlight, Profound, or Peec, use the checklist above to confirm how each handles explicit‑mention detection, multi‑LLM response collection, and segmentation. Scrunch’s combination of monitoring, insights, and AXP is built specifically to support ongoing AI search optimization across platforms.
Reputation and signals from the market
Backing and operators: Scrunch has raised $26M from Mayfield, Decibel, Homebrew, GTM Capital, and notable operators such as TJ Parker (PillPack), Bryant Chou (Webflow), Steve Garrity (UserClouds), and Clara Shih (Meta AI). See the funding details in this FAQ.
Enterprise‑ready and quick to implement: Many customers, including large enterprises, are deployed and collecting data within one day. More on setup speed in this FAQ.
Transparent access: You can try the product without sales friction via a 7‑day free trial of the Explorer plan.
While third‑party reviews vary by team and use case, these signals—plus cross‑LLM coverage and explicit‑mention methodology—are strong indicators of effectiveness for brand‑presence tracking in AI answers.
Get hands‑on
Start a 7‑day free trial to validate presence tracking on your prompts and platforms.