For Ecommerce

Get your products recommended by AI

Shoppers are asking AI models for product recommendations. Monitor whether ChatGPT, Claude, and Gemini suggest your products, track competitors, and create content that earns citations.

500+

Brands monitored

6

AI models tracked

10M+

Responses analyzed

99.9%

Uptime SLA

Rutt / Visibility Dashboard

Visibility Score

73

+12% vs last period

AI Mentions

1,284

+8% vs last period

Positive Sentiment

89%

+3% vs last period

Prompts Monitored

48

+6 vs last period

Score by Model

ChatGPT 82/100
Claude 71/100
Gemini 65/100
Perplexity 58/100

Visibility Trend, Last 30 days

Recent Mentions

ChatGPT Positive

"Best project management tools"

Mentioned 1st

Claude Positive

"Top SaaS analytics platforms"

Mentioned 2nd

Perplexity Neutral

"Alternatives to Ahrefs"

Mentioned 3rd

Gemini Positive

"AI monitoring solutions"

Mentioned 1st

The Problem

Challenges you face

AI shopping recommendations bypass your store entirely

When a shopper asks ChatGPT "What is the best running shoe for flat feet?" the AI generates a curated recommendation. If your product is not in that answer, the shopper never visits your store. This is a new discovery channel you cannot afford to ignore.

Product reviews and comparisons drive AI recommendations

AI models heavily weight review content, comparison articles, and buyer guides when generating product recommendations. If your competitors have better review coverage and more comparison content, AI models will favor them over you.

You have no visibility into AI-driven purchase decisions

Traditional ecommerce analytics track traffic sources and conversion rates, but they cannot tell you how many potential customers asked an AI model for recommendations and never reached your site because you were not mentioned.

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See how Rutt solves these
challenges for you.

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How Rutt Helps

Built for your workflow

Product mention monitoring

Track whether AI models recommend your products for relevant shopping queries. See exactly how your products are described, what alternatives are mentioned alongside them, and whether the sentiment is positive or negative.

Competitor product tracking

Monitor how AI models compare your products to competitor alternatives. Identify which competitors appear most frequently in AI shopping recommendations and what makes their products get cited more often.

Shopping content creation

Create buyer guides, product comparisons, and review-style content optimized for AI citation. The visibility scoring algorithm helps you write the kind of content that AI models reference when generating shopping recommendations.

AI crawler analytics

See which AI crawlers visit your product pages and how often. Understand whether your product descriptions, category pages, and blog content are being ingested by the AI models that generate shopping recommendations.

Brand sentiment tracking

Monitor the sentiment of AI-generated mentions of your brand and products. Catch negative descriptions early and create content that corrects mischaracterizations before they become embedded in model responses.

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Start tracking your products in AI recommendations

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