Does your feedback come only from surveys, or from reviews and tickets too?

If it is several channels, a feedback platform with dashboards makes sense. If it is surveys, look for something built for surveys.

Do you need the tab book, or are the codes and a dashboard enough?

Ask which formats each one exports, whether the result lands in your own file, and whether it includes tables with banner and significance or someone builds them afterwards.

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?

Caplena says your data is not used to train third-party models such as OpenAI or Gemini, and it has a SOC 2 Type II report. 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 Caplena

Caplena, based in Zurich, is an AI feedback analytics platform for brand teams and research agencies. It is one of the closest to Survey Coder: it codes open ends, imports SPSS files and reuses codebooks. The difference is in the rest of the job.

Where they are alike

Both code open-ended responses with AI and let the analyst review and adjust the result.
Both import SPSS files.
Both let you import a codebook and reuse it in a tracker.

Where they differ

Survey CoderCaplena

Built for

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

CaplenaCustomer and employee feedback: surveys, CX and EX trackers, reviews, chats, tickets and social media.

How it uses AI

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

CaplenaDetects and assigns topics with AI; the analyst reviews and adjusts the result, and changes are tracked and reversible.

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.

CaplenaExports to Excel and CSV, in wide or long format, alongside dashboards and driver analysis.

Waves of an ongoing program

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

CaplenaFor trackers, new rows are auto-assigned with the same topic collection, and an assistant flags new themes each wave. It also imports codebooks.

How you pay

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

CaplenaAnnual credits (one credit, one verbatim), with plans for teams, enterprises and agencies (agency credits carry over), plus pay-as-you-go options. Prices are given on a call.

What we say about Caplena comes from its website, pricing page and documentation, as of September 23, 2026.

When Caplena is the better fit

If your team combines surveys with reviews and tickets and wants dashboards, driver analysis, cross-tabs with quant variables and an AI assistant on top of the results, Caplena covers that, with plans built for agencies. Survey Coder focuses on surveys: the codes attached to each respondent and, from a .sav, the tab book with banner and significance.

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.

How to check quality on your own data

Compare a representative sample with reviewed human coding. Use the same codebook and record disagreements, corrections and acceptance criteria before evaluating the result.

Timing depends on volume, response length, the codebook and human review. Measure the full process in your pilot; there is no guaranteed completion time for every study.

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 feedback come only from surveys, or from reviews and tickets too?
If it is several channels, a feedback platform with dashboards makes sense. If it is surveys, look for something built for surveys.
2
Do you need the tab book, or are the codes and a dashboard enough?
Ask which formats each one exports, whether the result lands in your own file, and whether it includes tables with banner and significance or someone builds them afterwards.
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?
Caplena says your data is not used to train third-party models such as OpenAI or Gemini, and it has a SOC 2 Type II report. 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

Create a free account: 250 responses in your first month, then 50 each month, with no card required. Upload a spreadsheet from your last NPS and compare the result with what you have today.

Create free account Request a pilot

Try 100 responses without an account