# Scrunch ships AI search analytics from decision to production in 48 hours with Tinybird

DevFeed: [Scrunch ships AI search analytics from decision to production in 48 hours with Tinybird](<https://devfeed.tech/articles/scrunch-ships-ai-search-analytics-from-decision-to-production-in-48-hours-with-tinybird-18649.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/scrunch>)

Author: Tinybird

Published: 2025-10-24T00:00:00Z

Content type: article

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [AI search](<https://devfeed.tech/topics/ai-search.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-search](<https://devfeed.tech/tags/ai-search.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [cost](<https://devfeed.tech/tags/cost.md>), [customer-stories](<https://devfeed.tech/tags/customer-stories.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [production](<https://devfeed.tech/tags/production.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [search](<https://devfeed.tech/tags/search.md>), [startup](<https://devfeed.tech/tags/startup.md>)

## AI overview

A case study of Scrunch, an AI search optimization startup, describes how it built real-time Agent Traffic features with Tinybird in 48 hours while achieving cost predictability.

## Source excerpt

Learn how the AI search optimization startup built real-time Agent Traffic features in just 48 hours, achieving 100% cost predictability while tripling in size.