Does your text come from surveys, or from many channels at once?

If it is calls, tickets and reviews as well as surveys, a customer intelligence platform makes sense. If it is surveys, look for something built for surveys.

Do you need the codes back in your .sav or Excel, and a tab book?

That is what lets you cross them with the rest of the questionnaire. Ask what format the result comes in and who builds the tables.

Do you measure in waves and need the same codebook in all of them?

Ask to see how the codebook carries from one wave to the next, on your own data.

Where is your data processed?

Kapiche publishes information about its SOC 2 Type 2 report and its CSA Level 1 CAIQ self-assessment. We did not find on its site which AI models it uses. Survey Coder uses Claude models, by Anthropic. Always ask.

Do you pay a subscription or for what you code?

With occasional studies or uneven volume, the pricing model changes the real cost a lot.

Comparison

Survey Coder vs Kapiche

Kapiche is a customer intelligence platform: it brings together calls, chats, tickets, surveys and reviews, and analyzes them with AI-generated themes in shared dashboards. Survey Coder is built for a different job: coding your survey open ends and returning them to your data and your tables.

Where they are alike

Both code open-ended text with AI, and in both the analyst can edit the themes or codes.
Both work with surveys from Qualtrics or SurveyMonkey.
Both let you reuse the theme or code frame in later studies.

Where they differ

Survey CoderKapiche

Built for

Survey CoderOpen-ended survey responses: NPS, satisfaction, concept tests, trackers.

KapicheCustomer conversations from many channels — calls, chats, tickets, surveys and reviews — analyzed continuously.

How it uses AI

Survey CoderBuilds the codebook from your responses, or applies the one you already use, and codes every response.

KapicheGenerates themes automatically; the analyst can turn them off, build their own, and rename, merge or delete themes. Adds classifications such as reason for contact or emotions.

What you take away

Survey CoderThe codes as columns attached to each respondent, in your .sav or an Excel file; from a .sav, also the tab book with banner and significance.

KapicheShared dashboards; exports to CSV, PNG or PowerPoint from the analysis, and theme membership (1 or 0) via API as CSV or Parquet.

Waves of an ongoing program

Survey CoderThe next wave inherits the same codebook automatically, so the trend is comparable.

KapicheThemes can be copied from one project or analysis to another so you don't rebuild them.

How you pay

Survey CoderPer coded response, one-time purchase. Credits never expire.

KapicheTiered subscription based on rows and fields per project, with seats by user type. The entry tier has a published price; the rest are on request.

What we say about Kapiche comes from its website, pricing page and help center, as of September 23, 2026. Security information reviewed on October 7, 2026.

When Kapiche is the better fit

If you need to listen to customers continuously across many channels — support, calls, reviews and surveys — with dashboards for the whole team and connections to your data warehouse, Kapiche is built for that. Survey Coder focuses on open-ended survey responses.

When Survey Coder is the better fit

If your work is a survey program — a monthly NPS, a brand tracker, concept tests — and the codes need to come back into your data as variables and end up in tables, wave after wave with the same codebook. That is what it is built for: AI does the first pass and your team puts its judgement where it's actually needed.

What one company found when it compared

A services company compared our coding of its NPS with its own, across every response. They agreed on around 96% — and when it reviewed the differences, it found several came from errors in its own coding.

A typical study of 5,000 to 8,000 comments is coded in under an hour.

Five questions that decide it

You do not need to believe either page. These questions decide it, and they apply to any vendor — including us.

1
Does your text come from surveys, or from many channels at once?
If it is calls, tickets and reviews as well as surveys, a customer intelligence platform makes sense. If it is surveys, look for something built for surveys.
2
Do you need the codes back in your .sav or Excel, and a tab book?
That is what lets you cross them with the rest of the questionnaire. Ask what format the result comes in and who builds the tables.
3
Do you measure in waves and need the same codebook in all of them?
Ask to see how the codebook carries from one wave to the next, on your own data.
4
Where is your data processed?
Kapiche publishes information about its SOC 2 Type 2 report and its CSA Level 1 CAIQ self-assessment. We did not find on its site which AI models it uses. Survey Coder uses Claude models, by Anthropic. Always ask.
5
Do you pay a subscription or for what you code?
With occasional studies or uneven volume, the pricing model changes the real cost a lot.

Try it on your own comments

250 responses free, no card. Upload a spreadsheet from your last NPS and compare the result with what you have today.

Try it free Request a pilot