SurveyTwine

AI Survey Program Intelligence · Research Thread

Every Survey Should Strengthen The Next One.

Your Surveys Produce Answers. Do They Produce Continuity?

SurveyTwine tracks a single question — “How satisfied are you with the product?” — as it moves through wording changes, scale changes, and sample shifts across every wave. Research Threads keep the lineage intact so a new survey strengthens the last one instead of starting over.

Audit My Surveys

Research Reading Room · Research Threads

WaveST-WAVE-04
Sample questionSatisfaction
Threads3 active
Continuity1 break · 1 adjustment
Wave 1Wave 2Wave 3Wave 4ST-WAVE-04
Continuity Stage

One Question, Followed Down Every Wave

The Research Thread spine pins the sample question at the top, then follows it wave by wave — breaks and new measures called out beside the line instead of buried inside a grid.

Sample question · pinned to the spine

“How satisfied are you with the product?”

Wave 1Baseline
SatisfactionComparable
UsabilityNot asked
Perceived ValueNot asked
Recommendation IntentComparable
Wave 2Prior wave
SatisfactionComparable
UsabilityNew measure
Perceived ValueNot asked
Recommendation IntentComparable
New measureUsability

“How easy was the product to use this week?” introduced

Trend breakSatisfaction

Wording changed to “…with the product overall?”

New measurePerceived Value

“How much value does the product deliver for the price?” introduced

Wave 3Prior wave
SatisfactionTrend break
UsabilityComparable
Perceived ValueNew measure
Recommendation IntentComparable
Wave 4This quarter
SatisfactionComparable
UsabilityComparable
Perceived ValueComparable
Recommendation IntentTrend break
Trend breakRecommendation Intent

Scale changed 0–10 → 5-point — non-mergeable without adjustment

Restore Control re-establishes all 3 Research Threads and marks the Wave 3 wording change and Wave 4 scale change as non-mergeable — annotated, never silently merged.

4 surveys referenced3,214 raw responses2,890 matched samples
Compounding Research

Three Research Threads, One Continuous Ledger

Every wave attaches to an existing thread instead of starting a new spreadsheet — status shows whether the trend line is clean, adjusted with a footnote, or flagged as non-mergeable.

ST-TH-01
Satisfaction

Comparable across 4 waves — wording note annotated at Wave 3

Adjusted Open question lineage
ST-TH-02
Usability

Introduced Wave 2 — comparable every wave since

Comparable Open response quality
ST-TH-03
Recommendation Intent

Wave 4 scale change marked non-mergeable without adjustment

Non-mergeable Open research threads