Features · AI Research
Test your research
before the real thing.
AugmentIQ™ converts your GroupSolver survey into a panel of AI respondents — so you can test question designs, compare alternatives, and validate your methodology before a single real person answers.
Brand new feature — early access coming to select accounts first.
Minutes
from survey to synthetic results
No panel
required to test your design
Any type
quant, open-end, or mixed
Real + AI
compare synthetic vs live results
How it works
Build it. Simulate it. Refine it. Then launch.
AugmentIQ runs your survey through a panel of AI respondents that reflect your target audience — giving you fast, directional feedback on your research design before any real budget is committed.
Start with your survey
Build your study in GroupSolver as normal — quant questions, open-ends, or a full mixed-method design. AugmentIQ works with any survey structure you already use.
Generate your AI panel
Define your target demographic and AugmentIQ generates a synthetic panel of AI respondents that match it. They answer your survey the way real respondents would — including open-ended questions.
Compare, refine, launch
See results immediately in the GroupSolver dashboard. Test two versions of a question side by side, spot weak spots in your design, then launch to a real panel with confidence.
What's inside
Everything you need to get the design right before you commit
AI respondent generation
AugmentIQ creates a pool of synthetic respondents that reflect the demographic, attitudinal, and behavioural profile you specify. No recruitment, no wait, no cost per complete.
Survey pre-testing
Run your questionnaire through AI respondents before launch. Spot confusing questions, broken skip logic, or response option gaps — and fix them before real respondents see them.
A/B question testing
Write two versions of the same question — different wording, different scale, different framing — and run both through the AI panel. See which design produces cleaner, more useful data.
Finding validation
After a real study, use AugmentIQ to replicate the same questions on a synthetic panel and compare results. A consistent pattern adds confidence; a divergence signals something worth investigating.
Demographic profiling
Define the audience profile for your synthetic panel — age, gender, geography, category usage, or any custom attribute. AugmentIQ generates respondents that match your spec, not a generic default.
Fast design iteration
What used to take a week of recruitment and fielding now takes minutes. Iterate on your questionnaire design as many times as you need — each round of feedback costs nothing but time.
Results in the GroupSolver dashboard
AI panel results appear in the same dashboard as real panel data — same charts, same IdeaCloud™, same HaloGraph™. No separate tool to learn. No export required.
Open-end responses included
AI respondents answer open-ended questions too — not just multiple choice. Their verbatim responses flow into IdeaCloud™ and HaloGraph™ the same way real responses do.
Side-by-side with real data
Run the same study on both a synthetic and a real panel, then compare results side by side in the dashboard. AugmentIQ is a complement to real research, not a replacement.
What's coming
Brand new. Early access opening soon.
AugmentIQ is in active development and will open to early-access accounts before general availability. If you want to help shape how it works — and get first access when it launches — join the waitlist now.
Join the waitlistAI panel generation
Define a demographic profile and generate a synthetic panel that matches it. Quant and open-end questions both supported from day one.
A/B survey comparison
Run two versions of the same survey through the AI panel and compare results side by side — question wording, scale types, ordering, and more.
Validation mode
After fielding a real study, re-run it on a synthetic panel automatically and get a divergence report — showing where AI and human responses agree and where they don't.
Persona library
Save and reuse audience profiles across studies. Build a library of your most common personas and spin up a matching AI panel with one click.
Who it's for
When you need an answer before you can afford to be wrong
Survey researchers
Ship cleaner questionnaires
Pre-test your instrument on an AI panel before launch. Catch confusing questions, broken logic, and ambiguous response options while they're still cheap to fix.
Insights agencies
Iterate faster on client briefs
When a client wants to see three questionnaire options before committing, AugmentIQ lets you generate directional results for each — in the time it used to take to write one.
Brand & CX teams
Validate before you track
Starting a new tracker? Run the survey through AugmentIQ first. Make sure the questions are measuring what you think they're measuring before you lock the design for two years.
Product teams
Test your assumptions in hours
Got a hypothesis about what customers think? Build a five-question study, run it through AugmentIQ, and have a directional answer before the next sprint planning meeting.
Academic researchers
Replicate and cross-check findings
Run a synthetic replication of any study you've already fielded. Where AI respondents agree with real ones, confidence increases. Where they diverge, you have a lead worth following.
Research ops teams
Stretch your panel budget further
Use AugmentIQ for the exploratory phase and save your real panel budget for the confirmatory wave. Get smarter before you spend.
Research that starts with a simulation, not a gamble.
Join the AugmentIQ waitlist and we'll reach out when early access opens. You'll get hands-on access before general availability, a setup call, and a direct line to the team building it.