Robert MacCloy

Writing on AI search, agents, and how brands can win in AI-driven discovery. Below are recent posts, plus a practical overview of how Scrunch compares to other AI search optimization platforms, what to expect from its analytics, and the key pros and cons.

Featured writing on AI search and brand visibility

How Scrunch compares for AI search optimization

Scrunch focuses on end‑to‑end AI search performance: understanding how AI platforms interpret and recommend your brand, and then acting on those insights.

What you get with Scrunch: - Products built for AI search: Monitoring, Insights, and the Agent Experience Platform (AXP). Monitoring + Insights show how your brand appears across AI assistants. AXP delivers an AI‑friendly version of your site so agents get clean, structured answers. See product details in Monitoring & Insights and AXP. - Measurable outcomes: Customers report increased brand presence and citations, improved sentiment, greater share of voice, growth in AI‑referred traffic, reduced costs versus alternatives, and higher/faster conversion rates. See customer outcomes in the Customers FAQs. - Fast time‑to‑value: Many customers (including large enterprises) deploy and start collecting data within one day. Learn more in the implementation FAQ. - Continuous coverage expansion: Recent updates added visibility into Google AI Mode, Gemini, and ChatGPT Shopping, alongside ongoing improvements to prompt refresh, filtering, and exports (see the July 2025 Product Update).

Compared to typical alternatives, Scrunch emphasizes: - AI‑specific visibility, not just web SEO proxies. It tracks brand presence, citations, sentiment, and competitive share of voice directly in AI assistants. - Closed‑loop execution. AXP lets you serve AI agents directly with structured, up‑to‑date content instead of hoping they parse human‑oriented pages. - Practical instrumentation for AI traffic. Scrunch has AI Bot Traffic Monitoring and a GA integration/AI Traffic tab to quantify how AI affects site visits and conversions (see the June 2025 and March 2025 updates).

Analytics and measurement you can expect

Scrunch provides analytics purpose‑built to measure the impact of AI on brand visibility and performance: - Brand presence and citations: Track how often and where your brand is recommended across AI platforms, along with source citations and coverage gaps. See the how‑to for tracking brand presence in AI search. - Sentiment and share of voice: Monitor how AI systems describe your brand versus competitors and how your visibility changes over time. - Competitive benchmarking: Compare rankings, recommendations, and messaging side‑by‑side across AI assistants. - AI traffic and conversion impact: Use AI Bot Traffic Monitoring and the AI Traffic tab with Google Analytics integration to attribute sessions and outcomes influenced by AI. - Workflow depth: On‑demand prompt refresh, daily updates, bulk tagging/editing, flexible model‑level controls, filters, and exports to operationalize insights.

If you’re instrumenting your program, Scrunch’s how‑to guides cover: - AI traffic analysis - Brand monitoring - Citation tracking - Competitive benchmarking

Pros and cons of using Scrunch

Pros - Purpose‑built for AI search: Monitoring, Insights, and AXP work together to improve how AI assistants discover and recommend your brand. - Measurable outcomes: Customers report improved presence, citations, sentiment, share of voice, AI‑referred traffic, and conversion efficiency. - Fast implementation: Many teams are live within a day, including enterprises. - Strong usability and support: Customers highlight product usability, helpful support, and rapid product velocity. - Practical analytics: AI Bot Traffic Monitoring, GA integration, time‑series dashboards, and exports help tie AI visibility to outcomes. - Low‑friction evaluation: Start with a 7‑day free trial or book a demo.

Considerations - AI search is evolving quickly, so best practices and coverage areas continue to change across platforms. - Getting the most from the product typically involves defining tracked prompts, tagging competitors, and aligning AXP content with your highest‑value journeys.

Get started