If we anchor on price, competitors follow within two quarters — margin erosion is structural.
Replace weeks of workshops with
orchestrated AI reasoning.
Orchestrate debates between experts, consumer focus groups and virtual analysts — grounded in your data and business context. Turn weeks of exploration into hours.
SA
CC
I'd switch for the simpler subscription. The friction is what moves me, not the brand.
DC
What if the category framing itself is wrong?
Why strategic exploration breaks down
Before you decide,
you need to explore.
Teams need to interact with consumers, experts, or stakeholders to gather insights, challenge hypotheses, co-create, or pre-test ideas. But they lack the resources or the time.
Faster decisions, more complexity
Tighter timelines, fragmented audiences, growing pressure to justify every strategic choice.
Wk 1
Brief
Wk 2–3
Recruit & schedule
Wk 4
Moderate
Wk 5
Analyze
Wk 6
Deck
Traditional workflows are slow
Recruitment, moderation, synthesis — six weeks of sequential steps where every handoff loses signal.
Customer centricity is a goal, not yet a practice
Teams want to engage consumers and experts throughout — but budget and timing constraints keep getting in the way.
1 viewpoint
→
N viewpoints
Chatbots help, but only up to a point
Single-model assistants draft and reformulate well, but lack contradiction, perspective diversity and social dynamics.
What GroupChat is
A complete exploration engine
to perform virtual workshops.
01 Define objective
02 Select participants
03 Dynamic interaction
04 Structured analysis
≈ 30 min4-step workshop flow
In just 30 minutes, teams define the objective and decision to support, select the most relevant virtual participants, let them interact dynamically, and retrieve a structured analysis ready to inform action.
Multi-agent reasoning
Specialized agents take explicit roles — strategist, analyst, consumer, expert, contrarian — and debate live to surface tensions a single model would miss.
GPT-4o Claude 3.5 Gemini Pro Mistral L Llama 3 Command R+ Qwen 2 DeepSeek Phi-3 Jamba +12 more
Multi-model depth
GroupChat mobilizes 20+ AI models to diversify knowledge sources, creativity, language patterns and points of view — far beyond what a single LLM can offer.
brand_guide.pdf
sales_data.csv
market_brief.docx
competitor.pptx
cust_survey.xlsx
Grounded inputs
Teams inject first-party data, brand history, internal documents, product sheets and contextual materials. Every output is anchored in your reality.
Launch session · auto
Agents debate Round 1 · 6 agents
User redirects topic · live
Agents debate Round 2 · adapted
Upload new stimulus · doc
Synthesis generated · final
Orchestrated workshops
The conversation can be fully automated or moderated live. Documents can be presented to the group and the discussion redirected in real time.
Structured report ✓
Key themes & tensions ✓
Insight cards ✓
Mind map ✓
Full transcript ✓
Action-ready deliverables
Outputs include a structured report, themes, insights, recommendations, transcripts, a mind map and reusable analysis material — ready for stakeholders.
High-value workflows
Where teams put GroupChat
to work.
01 / Innovation
Insights exploration
Explore insights by geography, segment, or audience type to identify unmet needs, emerging expectations, and innovation opportunities.
Concept co-creation
Co-develop concepts with customers or experts around specific needs, use cases, or opportunity areas.
Concept testing
Assess reactions to concepts through pitches, videos, visuals, or other early-stage stimuli to refine ideas before development.
02 / Marketing
Value proposition refinement
Test and sharpen perceived benefits, key messages, and supporting proof points.
Campaign concept exploration
Explore campaign ideas, creative territories, or activation routes with stakeholders.
Brand perception assessment
Understand how the brand is perceived and challenge its positioning or image.
03 / Business
Business model exploration
Work on revenue streams, target segments, key partners, and business model assumptions.
Go-to-market planning
Define launch strategy, including target audience, channels, messaging, offer, and priorities.
Pricing exploration
Explore perceptions of value and discuss pricing logic, packages, or options.
04 / Communication
Message testing
Test messages, arguments, or narratives with customers or key stakeholders.
Corporate narrative development
Build or refine the company story based on the expectations of key audiences.
Crisis communication preparation
Prepare messaging and response approaches for sensitive situations or crises.
Content co-creation
Co-create content ideas, formats, or editorial angles for different audiences.
Run your first virtual workshop
this week.
30-minute demo. Tailored to your industry. No commitment required.