
**See how AI answers talk about your brand, and what to fix.** Shruwd tracks how often your brand shows up in Google AI Overviews, AI Mode and ChatGPT answers, and who gets cited instead. It explains why you're missing and tells you what to change. After you ship a fix, it check
Prices and medians update for the tier you select.
Agents cost 6.3× MCP servers at the Individual tier.
Ranked by how closely each one matches shruwd's job. Prices show each provider's Individual state; entry prices are labelled as such. Unpriced products still belong to the market.
Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.