Multimodal AI Pre-Sales Experience
Answer, demonstrate, qualify, and guide buyers in one AI conversation
- Difficulty
- Advanced
- Time to result
- ~months to results
- Steps
- 6
- Confidence
- 96%
The experience replaces a narrow text chatbot with a multimodal pre-sales guide capable of conversation, visual explanation, product demonstration, and qualification. The company trains the system on approved product material, customer calls, common questions, and associated visuals. A buyer can begin in text or audio, ask questions in any order, request a walkthrough, and receive the visual most relevant to the current question. The system gathers qualification information naturally and hands the conversation to a human when confidence, risk, or deal complexity crosses a defined threshold. This makes a customized demonstration available to every visitor while preserving human sellers for interactions where judgment and relationship value matter most.
Origin
Extracted from Marketing Against The Grain during a demonstration of One Mind and a discussion of AI avatars completing the pre-sales process through chat, audio, visuals, and product walkthroughs.
Core principles
- 01Let buyers control the pace and direction
- 02Train the experience on approved product and customer knowledge
- 03Use the right visual for each question
- 04Complete as much pre-sales work as possible before human handoff
- 05Keep the assistant helpful rather than aggressively proactive
How to run it
- 1
Define the conversation boundary
List the questions, demonstrations, and qualification tasks the AI may handle. Define situations that require immediate human involvement.
Pro tip Start with one product and one buyer persona.
Watch out Do not give the system an undefined mandate to handle every sales interaction.
- 2
Build the approved knowledge layer
Collect product documentation, validated call insights, pricing rules, visuals, and common objections. Establish ownership and update procedures.
Pro tip Link every important answer to an authoritative internal source.
Watch out Outdated training material can create confidently wrong sales claims.
- 3
Connect modalities
Enable the system to move between text, audio, avatar conversation, visuals, and demonstrations according to buyer preference and intent.
Pro tip Allow buyers to disable the avatar and continue by text or audio.
Watch out Do not force a novel interface on visitors who find it distracting.
- 4
Design the guided walkthrough
Create a flexible product path that can change in response to buyer questions. Show the right visual or feature at the relevant moment.
Pro tip Use buyer goals rather than a fixed feature tour to choose the path.
Watch out A scripted monologue defeats the benefit of conversational personalization.
- 5
Qualify and hand off
Collect fit and intent signals during the interaction, summarize the conversation, and transfer complex or high-value opportunities to a human.
Pro tip Pass the full question and answer history to the representative.
Watch out Do not make buyers repeat information after handoff.
- 6
Pilot and refine
Measure answer quality, completion, qualification, conversion, abandonment, and user sentiment. Correct recurring failures before widening access.
Pro tip Review both successful and abandoned sessions.
Watch out Efficiency gains do not compensate for an experience buyers distrust.
In the wild
A visitor asks how a CRM supports a particular workflow. The AI avatar explains the capability, displays the relevant interface, adapts the walkthrough to follow-up questions, confirms the visitor’s company requirements, and offers a human meeting with a complete interaction summary.
→ The buyer receives a customized pre-sales experience without waiting for a representative.
Common mistakes
Building an aggressive avatar
An assistant that pushes questions or actions too forcefully can feel more intrusive than an ordinary sales interaction.
Treating chat as a ticket router
Restricting the system to basic answers and meeting booking misses the multimodal demonstration and qualification mechanism.
Eliminating human escalation
Complex questions, sensitive decisions, and uncertain answers still need a clear route to a qualified person.
Is it for you?
Best for
It is best for products whose buyers need explanations, visuals, demonstrations, and qualification before speaking with sales.
Not ideal for
It is not ideal for high-risk purchases that require immediate expert judgment, negotiation, or regulated advice.
From the transcript
“So you basically can do the entire pre-sales part in the chat experience.”
“everyone can kind of get a walkthrough of your product, all of their questions answered, and do a lot of the pre-qualification before they ever…”
“You cannot afford to give everybody a complete demo and customized walkthrough of your product in a world with AI, you can.”
From the episode
Steal HubSpot’s Go To Market Strategy With Ai For 2025