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

If it is also tickets, chats and reviews, a multichannel feedback 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?

Thematic says it mostly uses AWS Bedrock and Microsoft Azure, does not share data with model providers for training, and is SOC 2 Type II audited. 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 Thematic

Thematic is a feedback analytics platform for CX, voice-of-customer and research teams: surveys, conversations, support chats, reviews and social media, analyzed with AI-generated themes. 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 responses with AI, and in both the analyst can merge and rename themes and codes.
Both accept a codebook you already have.
Both work with surveys from Qualtrics or SurveyMonkey.

Where they differ

Survey CoderThematic

Built for

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

ThematicCustomer feedback from many channels: surveys, conversations, support chats, app reviews 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.

ThematicDiscovers themes with AI; the analyst merges, splits or renames them in its themes editor, or imports their own codebook.

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.

ThematicExports analyzed rows to CSV, chart data to Excel and editable PowerPoint slides, alongside its dashboards.

Waves of an ongoing program

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

ThematicApplies the same codebook across waves; on new data it can also discover themes, held for review before they are added.

How you pay

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

ThematicAnnual contract based on comment volume, number of datasets and support. Its entry plan has a published price; enterprise is a custom proposal.

What we say about Thematic comes from its website, pricing page and help center, as of September 23, 2026.

When Thematic is the better fit

If your CX team gets feedback all year through many channels — tickets, chats, reviews and surveys — and wants dashboards connected to its tools, Thematic is built for that. Its own page says it works best from about 2,000 comments. 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 feedback come from surveys, or from many channels at once?
If it is also tickets, chats and reviews, a multichannel feedback 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?
Thematic says it mostly uses AWS Bedrock and Microsoft Azure, does not share data with model providers for training, and is SOC 2 Type II audited. 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