GEO 5-Archetype Content Mix Gauge — diagnose imbalance in 1 click | SEO-GEO
When picking candidate answers, AI engines first match against 5 skeletons — definition, comparison, how-to, case, listicle. An imbalanced calendar quietly tanks your AI exposure.
We sampled 1,200+ ChatGPT/Perplexity answers and found cited source pages cluster into 5 archetypes: definitional, comparison, how-to, case study, listicle. Other structures (forum threads / pure news / pure marketing) hit <8%.
What can you check or produce?
- 5 GEO content archetypes with recommended mix (25/20/25/15/15)
- Scans up to 500 recent calendar items, heuristic classification
- Progress bars + recommended-line markers, weakest bucket flagged
- 1-click apply skeleton to Article Gen (sessionStorage)
- All 5 skeletons include AI-citation hooks (DefinedTerm/HowTo/comparison table)
How should you interpret results and choose the next action?
We sampled 1,200+ ChatGPT/Perplexity answers and found cited source pages cluster into 5 archetypes: definitional, comparison, how-to, case study, listicle. Other structures (forum threads / pure news / pure marketing) hit <8%. Mix matters too: top SEO/GEO sites distribute 25/20/25/15/15, while new sites concentrate 70%+ in one bucket (usually definitional), so AI keeps citing the same handful of pages. This tool reads your calendar, classifies titles into the 5 archetypes, gauges the mix, flags the weakest bucket, and applies the chosen skeleton straight to Article Gen.
Frequently asked questions
How does title classification work?
Heuristic keyword match for now (what is / vs / how to / case / top); AI classification will be added.
Where do the 25/20/25/15/15 weights come from?
Based on our 1,200+ AI answer source-page analysis; suits most B2C/SaaS sites. B2B factory sites should bump 'case' to 25%.
Free?
Fully free after login.
By the 23SEOGEO team · Last updated: