News · citable explainer
Perplexity’s retrieval-first model elevates current structured web evidence. Clear identity packages improve the odds of accurate citation.
Retrieval systems synthesise current sources. If public identity evidence is weak or conflicting, answers become cautious or inaccurate.
Is Perplexity limited by training cutoffs like base ChatGPT?
Less so. Real-time retrieval plays a larger role in typical Perplexity answers.
What evidence helps most?
Authoritative crawlable pages, Organisation schema, and consistent public identity facts.