Category-complete census of the Coachella Valley's food and dining layer. 1,423 establishments, 859 independents individually inspected in a 100% coverage pass replacing an earlier 44% sample.
AICV published a category-complete census of the Coachella Valley's food and dining layer — 1,423 establishments across twelve communities, 925 of them fixed-location independents. The defining move: a 100% coverage pass replacing an earlier 44% sample. Every one of the 859 non-chain, non-franchise independents was individually inspected.
Primary run: 415 agents, roughly 8.5 million tokens, with sub-agents launching sub-agents at peak — 50-plus running concurrently at the high-water mark. Gap-close and recovery runs followed the primary. The earlier sample had left 481 independents uninspected; the gap-close run cleared that backlog entirely.
Of 554 checkable sites, zero expose structured data. 28.4% block AI crawlers outright. The category's digital surface is optimized for human browsers, not agent-mediated discovery.
Start from the territory, not the directory. Every entity in scope got one site visit plus one web search — depth pinned there, not deeper. That constraint is what makes the census reproducible and the results comparable across categories. It's also what lets it surface operators no aggregator contains.
The Coachella Valley's largest consumer-facing category is effectively invisible to the agents increasingly mediating where people eat. The finding isn't about individual operators — it's about the structural state of the category's digital layer and what it will take to change it.