What is conversational search?

Conversational search is a search interaction model where users explore topics through a continuous natural language dialogue. The engine remembers context from earlier queries, allowing users to ask follow-up questions without having to retype the entire topic or query background.

How does conversational search resolve pronouns in follow-up questions?

When a user asks a follow-up query like 'How does it compare in speed?', the conversational engine performs anaphora resolution, mapping 'it' to the specific entity identified in the previous turn, and constructs an augmented web query to retrieve relevant facts.

Are conversational searches saved automatically?

If you are signed in, Ceptile saves conversation threads so you can resume research from any device. For sessions where you do not want data stored, you can toggle Incognito mode to conduct temporary, unpersisted research.

Can I branch conversations into new research threads?

Yes. In Ceptile, you can branch an existing discussion into a new conversation thread, allowing you to explore an offshoot topic in depth without cluttering the primary research flow.

Interactive Information Discovery

Conversational Search

Conversational search transforms search from isolated one-off keywords into an interactive dialogue, retaining conversational context across multi-turn follow-up questions.

Start a Conversational Search AI Search Engine Guide

How Conversational Search Works

Unlike traditional search where each query resets to zero, conversational search maintains working memory of prior exchanges. Users can drill down with natural follow-ups such as "What are the pricing details for that second option?" or "Can you rewrite this for a non-technical audience?" without repeating context, keywords, or background entities.

Core Pillars of Conversational Search

How Ceptile retains thread context and routes follow-up queries.

Contextual Query Expansion

Anaphora Resolution

When you ask "How much does it cost?", the engine automatically expands "it" to the specific product, service, or framework discussed in the preceding turn before dispatching web searches.

Thread State Isolation

Session Continuity

Each conversation thread maintains a distinct context graph. Researching physics in one thread won't bias or pollute your financial analysis in another tab.

Adaptive Retrieval Routing

Incremental Discovery

If the previous answer already contains relevant data, the model synthesizes from existing context; if new facts are requested, fresh live web queries are executed automatically.

Cumulative Citation Trails

Source Lineage Tracking

Citations persist across turns. You can inspect all sources referenced throughout an entire 10-turn session from a unified citation drawer.

Conversational Search FAQ

Common questions on context retention, privacy, and query syntax.