How It Works

High-stakes conversations — sales calls, salary negotiations, vendor deals, difficult workplace discussions — rarely go the way you expect. Most people walk in unprepared because there's no way to practice against someone who actually pushes back.

Dialectiq AI changes that. It gives you a realistic sparring partner that adapts to your style, a strategy engine that has evaluated thousands of possible moves before suggesting one, and post-session analysis that shows you exactly where you went wrong and what would have worked better.

Three core ideas make this possible: adaptive personas, strategic search, and conversation intelligence.

Adaptive Personas

Every conversation is different because every person is different. A direct, data-driven approach might work with one counterpart but backfire with another who values relationship-building first. Generic roleplay misses this entirely.

Dialectiq AI builds realistic virtual individuals from three layers, each adding depth and unpredictability:

Strategy Intelligence

When you ask for a strategy hint, Dialectiq AI doesn't just pick a response — it searches. The engine uses Monte Carlo Tree Search (MCTS) combined with AI agent simulations to explore thousands of possible conversation paths.

Here's how it works: the engine creates a simulated version of your counterpart — an AI agent that embodies their personality profile, grounded in the scenario context you provided. It then plays out full multi-turn conversations against this simulated counterpart, trying different strategies down each branch of a dialogue tree. Most paths end in failure or dead ends. But through repeated simulations, the engine identifies the optimal path — the specific sequence of strategies with the highest probability of achieving your goal.

MCTS balances two competing goals: exploitation (doubling down on strategies that already look promising) and exploration (testing new strategies that haven't been tried yet). This balance is what makes the search efficient — it doesn't waste time on dead ends, but it also doesn't get stuck on the first decent idea.

The engine also uses deep neural networks to guide and accelerate the search process. These learned models help the engine prioritize the most promising strategies earlier, reducing the number of simulations needed to find strong moves — making hints faster and more accurate over time. These models are trained on proprietary data and anonymized outcome data — which strategies worked against which personality profiles — with all conversation text and personal information removed. See our Privacy Policy for details.

Conversation Intelligence

The search space isn't random. The engine draws from a curated library of 12 negotiation strategies — ranging from anchoring and logrolling to direct asks and silence — each paired with 6 tonal variations (collaborative, firm, empathetic, and others). That produces 72 distinct strategy combinations, each tailored to different personality profiles and scenarios.

But strategies alone aren't intelligence. During your practice session, the engine tracks momentum — are you gaining or losing ground? — and evaluates each exchange against your counterpart's personality profile. When you ask for a hint, the recommendation isn't generic. It's the specific move that scored highest across thousands of simulated continuations of your conversation, against your counterpart, at this exact point in the dialogue.

After the session, this intelligence deepens further. “Help Me Win” takes your actual conversation and explores counterfactual paths — what would have happened if you'd made a different choice at each turn. The engine identifies your biggest missed opportunities and shows you exactly what you could have said instead and why it would have worked. It's a complete feedback loop: practice, analyze, improve.

Voice Mode & Difficulty Levels

Real conversations happen out loud, under pressure, with no time to carefully compose a response. Dialectiq AI supports full voice conversations — speak naturally with the microphone button, and the AI persona responds with a voice matched to their personality.

Three difficulty modes let you scale the pressure:

• Easy — Text or voice, no timer. Good for learning new approaches and building confidence.
• Medium — Voice only, 30-second response timer. Builds fluency under moderate pressure.
• Hard — Voice only, 15-second response timer. Simulates real-world pressure where you don't have time to think.

The timer starts after the persona finishes speaking, so you hear the full response before the clock begins. If time runs out, whatever you've said so far is sent — just like a real conversation where silence is its own signal.

More Than a Chatbot

“Can't I just ask ChatGPT?” You can — but here's what you'll get vs. what Dialectiq AI does differently:

Asking a chatbot to help you negotiate is like asking a chess engine to play both sides. Dialectiq AI separates the counterpart from the coach — so the counterpart fights back realistically while the coach searches thousands of possible moves to find your best response.