**Kashif** scores how well a business shows up online — out of 100 — and names the few things hurting it most: whether customers can find it in search, whether AI assistants can read and recommend it, how fast and trustworthy the site feels, and how easy the business is to reach.
Prices and medians update for the tier you select.
Agents cost 5.5× MCP servers at the Pro tier.
Ranked by how closely each one matches kashif's job. Prices show each provider's Pro 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.