Senthiq
Features

Everything you need for research you can trust

Synthetic personas are just the start. The difference is what surrounds them — semantic scoring via embeddings, calibration and confidence scoring.

01

Synthetic personas & panels

Create individual personas or entire panels matching your target audience — demographics, behavior, context. Panels can be saved and reused across studies.

PANEL: MILLENNIALS · E-COMMERCE · EU
P-014
P-022
P-031
P-047
P-058
P-063
02

Semantic scoring via embeddings

Scale scores aren't numbers the model just guesses. Each persona's text answer is converted to an embedding and semantically compared against the scale's anchor statements — more stable, robust to question phrasing and free of regression to the mean.

See the full methodology →
ANSWER → EMBEDDING → SCORE
"I like it, but at this price I'd still hesitate."
"I would definitely buy"
0.31
"Probably yes, but…"
0.74
"Probably not"
0.42
semantic similarity of the answer to scale anchors
03

Calibration against your real data

Upload real campaign results (e.g. CTR from Meta or Google Ads) or the results of an actual survey and Senthiq measures simulation accuracy against them. You see where the model fits and where it deviates.

CALIBRATION LOOP · LAST 30 DAYS
■ simulated  ■ Meta Ads actual deviation ↓ 9% → 4%*
04

Confidence scoring & accuracy methodology

Every insight carries a confidence score derived from answer consistency, calibration quality and domain coverage. The scoring methodology is openly documented right next to the result.

CONFIDENCE PER INSIGHT
Messaging A resonates
0.91
€29 price accepted
0.72
Feature X is a priority
0.48
05

Multi-agent simulations

Personas react independently and in parallel — no shared answers, no herd mentality. The result is a real distribution of opinions, not one averaged voice.

240 INDEPENDENT REACTIONS · IN PARALLEL
06

Sycophancy detection & reduction

Synthetic respondents tend to be overly positive and agreeable. Senthiq measures this systematic error and actively corrects it — results reflect critical voices too.

SYCOPHANCY CHECK
uncorrected
88% agree
with Senthiq
54% agree
* illustrative example of herd-mentality correction
07

Shareable reports

Every study ends in a clear report with methodology and confidence scores. Create a public link in one click for your team or client — no account needed to open it.

SHAREABLE REPORT
senthiq.com/share/8f3k… → methodology confidence scores
08COMING SOON

API & integrations

Trigger simulations straight from your own tools and pipelines. REST API with result webhooks — coming soon.

POST /v1/simulations
{ "audience": "eu_millennials",
  "stimulus": "pricing_test_b" }
200 → insights + confidence

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