Turn messy feedback into clear insights.

Upload survey comments, app reviews, or support tickets. Vextract builds a decision dashboard: themes, sentiment drivers, emerging trends, and grounded root-cause signals—so your team knows what to fix next.

AI Powered + LLM EnhancedDecision dashboard (not reports)Themes / Topics + Sentiment + Root CausesTrend and Anomaly DetectionUnsupervised Clustering & Optional Supervised Classification
Sample dashboardThemes • Trends • Drivers
Top theme
Delivery delays
Coverage: 31%
What to do next
  • Show delivery ETA at checkout
  • Add an “express shipping” option
  • Alert on weekly complaint spikes
Theme sentiment
68% Negative22% Neutral10% Positive
A simple view your team can explore and share.

How it works

1
Upload
Upload your data. Choose the text column (and optional date/segment columns).
2
Analyze
We discover themes, topics, sentiment scores, detect trends, and surface root-cause drivers—with evidence you can review.
3
Decide
Explore the extracted insights of your data via a simple dashboard: filter, compare, and share insights with your team.

What you get

Decision dashboard
  • Themes / topics by volume with clear descriptions
  • Sentiment by theme (with confidence)
  • Trend signals: spikes, emerging issues, sentiment drops
  • Representative examples as evidence
  • Root-cause drivers that explain what’s behind the negativity
Optional supervised classifier (if applicable)
  • Best fit when you have a stable taxonomy with <25 classes
  • You share a small labeled subset (~5% of the dataset)
  • We train a supervised pipeline tailored for you on top of the unsupervised results
  • Dashboard adds category volumes, trends, and confidence

Pricing

Simple, predictable pricing that scales with dataset size.

Most popular
Analyze
Starting at €299/mo
One-off analysis • themes + sentiment + root causes + trends • optional supervised if <25 classes
Get a sample
Monitor
From €799/mo/mo
Continuous tracking • recurring ingestion • trend history • alerts and comparisons
Get a sample
Partner
Custom/mo
Tailored solutions • larger datasets • larger/hierarchical taxonomies • scoped after discovery • on-prem available
Get a sample

Tip: start with a free sample report. Most teams choose a monthly cadence first, then move to weekly once they see value.

Security & workflow

Vextract is built for practical, low-friction workflows. Upload an anonymized export, get a dashboard your team can use, and keep the focus on decisions—not tooling.

  • Simple dashboard designed for decision-making
  • Minimal retention: store only what’s needed for results
  • Role-based access (viewer/analyst) for safe sharing
Enterprise-ready

For stricter environments, Vextract can run as a private deployment. The same analysis engine can be delivered as a sealed container for enterprise deployments, meeting compliance requirements while keeping operations simple.

  • On-prem or private cloud deployment
  • No outbound data sharing
  • Same dashboard and analysis engine

FAQ

Do you support Turkish?
Yes — Turkish and English are supported.
Do I need labels?
No. Tier 1 works without labels (themes + sentiment + root causes + trends). Labels are optional if you want supervised classification.
When does supervised classification apply?
When you have a stable taxonomy with fewer than 25 classes and can provide a small labeled subset (~5%).
Can you run on-prem?
Yes. After the cloud workflow, we can provide an on-prem container for stricter environments.
How is pricing calculated?
Primarily by dataset size (number of feedback items). Larger datasets require more compute, so pricing scales predictably.
What do you need from me?
A CSV/Excel with a text column. Optionally a date and segment column to power trend and breakdown views.
Get a sample dashboard

Send a small anonymized export (CSV). We’ll return a sample dashboard view: themes, sentiment drivers, trend signals, and concrete examples.

  • Typical turnaround: 24–48 hours
  • Dashboard-first output
  • English & Turkish supported
Contact
Tell us what you want analyzed. We’ll reply by email.
We’ll only use your info to respond to this request.