AgentSEO Research

Product claims should come with a method.

This is where AgentSEO publishes bounded tests, downloadable data, limitations, and the exact scope behind quantitative product claims.

Benchmark 01

Search payload size benchmark

A three-query live comparison of provider task-result payloads, AgentSEO normalized JSON, and the enriched output supplied to an agent workflow.

Read the benchmark
Sample
3 queries
Core reduction
88.6%
Enriched reduction
72.6%
Measured
UTF-8 bytes

Runnable scope

Each benchmark identifies inputs, environment, sample size, and exactly what was measured.

Public data

Machine-readable aggregates are published when disclosure does not expose customer or provider-sensitive data.

Visible limits

Small samples stay labeled as small samples. Directional findings are not promoted into universal claims.