○InitializedDeepenAgentic Analytics

Nao SEO/GEO Analytics Agent POC

Question

Can Nao reliably answer real SEO/GEO business questions from a small structured dataset when provided with explicit domain context and analysis rules?

Findings

START HERE — 1) Pick 1 market and 3 months of data. 2) Limit the dataset to 5–8 clean tables. 3) Prepare 20 fixed SEO/GEO questions split into retrieval, analysis and expert interpretation. 4) Define the expected result/SQL before running Nao. 5) Run all 20 questions without changing the benchmark mid-test. 6) Score factual correctness, completeness and usefulness. 7) Compare results with thresholds and decide deepen/kill.

SUCCESS THRESHOLD — Continue if retrieval questions reach ≥90% factual correctness and analysis questions reach ≥80%, with no critical metric-definition errors.

Do not expand to more markets, more tables or production integration before this small benchmark is reliable.

Data Inputs

Small structured SEO/GEO datasetDomain definitions and metric semanticsSEO/GEO analysis rules10–20 real business questions with expected answers

Next Move

If thresholds are met, repeat on a second market and test whether adding richer SEO/GEO context improves expert-level questions.

Value

★★★★★

Maturity

★★★★★

Decision

Deepen

Created

Aug 27, 2026

Updated

Aug 27, 2026