When to use Crowdsignal
To build and distribute a survey, poll or quiz — by link, email, social media or inside WordPress — Crowdsignal is built for that. Survey Coder does not collect responses.
Comparison
Survey Coder vs Crowdsignal
They don't compete. Crowdsignal, by Automattic, is a tool for building surveys, polls and quizzes and collecting responses. Survey Coder does not build surveys: it codes the open-ended responses you have already collected. They are often used together.
Where they meet
- Crowdsignal collects responses, open-ended ones included, and exports them to Excel or CSV.
- Survey Coder takes that Excel or CSV and codes the open ends.
- Both use AI: Crowdsignal to draft surveys, Survey Coder to code responses.
Where they differ
Survey CoderCrowdsignal
Built for
Survey CoderOpen-ended survey responses: NPS, satisfaction, concept tests, trackers.
CrowdsignalBuilding surveys, polls and quizzes, sharing them by link, email, social media or WordPress, and watching results in real time.
How it uses AI
Survey CoderBuilds the codebook from your responses, or applies the one you already use, and codes every response.
CrowdsignalIts AI survey creator builds an editable survey in seconds. It does not use it to analyze open-ended responses.
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.
CrowdsignalExports to Excel, Google Docs, CSV, XML or PDF from the Premium plan up; the free plan has limited export.
Waves of an ongoing program
Survey CoderThe next wave inherits the same codebook automatically, so the trend is comparable.
CrowdsignalNot applicable: it does not code open-ended responses.
How you pay
Survey CoderPer coded response, one-time purchase. Credits never expire.
CrowdsignalA free plan and monthly or annual plans, with prices published on its site.
What we say about Crowdsignal comes from its website, pricing page and help pages, as of September 23, 2026.
When to add Survey Coder
When your Crowdsignal survey has open-ended questions and you need them coded: export the Excel or CSV, upload it, and get the codes back as columns attached to each respondent, ready to cross with the rest of your data.
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
Do you need to build the survey, or code the responses?
To build and distribute, a survey tool like Crowdsignal. To code the open ends, something built for that. They are often used together.
- 2
How do I move responses from Crowdsignal to Survey Coder?
Export the results to Excel or CSV from Crowdsignal (from its Premium plan up) and upload that file to Survey Coder.
- 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?
Crowdsignal says its survey-building AI runs on a model hosted by Automattic and that your inputs don't train any model. 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.