Insight Engine Intake (Onboarding)
A sequence with 8 steps: Define the decision the research must change before any form or survey goes live.
By InnovaAI ResearchPublished
What are the steps?
Insight Engine Intake (Onboarding)
- 01
Define the decision the research must change before any form or survey goes live
Write one sentence naming the choice this data informs: campaign targeting, pricing tier, UX flow, or lead qualification threshold. If no decision is named, the study is a hobby, not a deliverable.
- 02
Separate questions into self-reported and behavioral tracks
Self-reported items go to a conversational capture tool such as Typeform; behavioral items require session recording, heatmaps, or event data. A study that only asks people what they think will miss what they do.
- 03
Cap the instrument at the length respondents actually finish
Conversational forms hold attention longer than grid surveys, but every added question still costs completion rate. Cut anything that does not map back to the named decision.
- 04
Pull external market context to frame the internal findings
Use a business intelligence source such as the Financial Times for category and competitor movement, and a signal-scanning platform such as AI Product Opportunity or IdeaStream to check whether the client's assumption is already contradicted by public evidence.
- 05
Set the sample floor and the disqualification rules in writing
State the minimum completed responses, the segments that must be represented, and the criteria that void a response. Agencies that skip this step end up defending a 12-response sample in a client review.
- 06
Pair every self-reported claim with one observational metric
For each survey finding, attach a behavioral counter-metric from analytics. Where the two disagree, the behavioral number wins and the gap becomes the insight.
- 07
Log the raw dataset, the instrument version, and the collection window in the client folder
Retain the unedited export alongside the analysis so a retainer client can re-run the study next quarter and compare like for like.
- 08
Schedule the readout before fieldwork starts
Book the client session at kickoff, not after data lands. A fixed readout date forces the analysis to finish and prevents the study from drifting into an open-ended research tab.