Koji vs Google Forms for Course Evaluation: A Buyer's Guide (2026)
Google Forms is free and fine for a one-off survey, but it was never built for institutional course evaluation. A fair, evidence-based comparison with Koji — features, GDPR, analysis, and when Google Forms is still the right call.
Koji Editorial
Course Evaluation Research · June 18, 2026
Google Forms is free, familiar, and good enough to stand up a survey in ten minutes — which is exactly why so many departments reach for it when an evaluation deadline looms. But "good enough for a quick form" and "fit for institutional course evaluation" are different bars. Google Forms is a general-purpose form builder; Koji is a purpose-built, AI-native course-evaluation platform. If you need a disposable questionnaire for a single seminar, Google Forms will do the job well. If you need standardized, GDPR-aligned evaluation across dozens or hundreds of courses — with automatic thematic analysis of open-text comments, bias-aware questioning, longitudinal cohort reporting, and an audit trail you can hand to an accreditation panel — Google Forms runs out of road quickly, and the gaps land on your team as manual work.
This guide compares the two honestly, shows where each genuinely fits, and explains what changes when you move from a form builder to an evaluation system.
At a glance
| Capability | Google Forms | Koji |
|---|---|---|
| Cost | Free with a Google/Workspace account | Paid SaaS (institutional licensing) |
| Built for course evaluation | No — general form builder | Yes — purpose-built |
| Question format | Static Likert, multiple choice, short/long text | AI-moderated conversational interview that probes vague answers |
| Open-text analysis | Manual reading, or export to a spreadsheet | Automatic thematic analysis with theme frequency and representative quotes |
| Standardization across courses | Per-form, manual duplication | Centralized templates applied consistently across courses and cohorts |
| Bias-aware moderation | None — wording is whatever the author types | Standardized, neutral probing designed to reduce leading questions |
| Longitudinal / cohort reporting | Not native — build it yourself in Sheets | Built-in cohort and term-over-term reporting |
| Closing-the-loop / action tracking | None | Action tracking tied to evaluation findings |
| Anonymity controls | Possible but easy to misconfigure (email collection on by default in many setups) | Designed for confidential collection by default |
| EU data residency / GDPR posture | Workspace controls split only US vs Europe; several EU DPAs have raised concerns | EU/GDPR-focused data handling |
| Accreditation-ready evidence | Manual assembly | Structured, exportable evidence |
As of publication, Google does not market Google Forms as a course-evaluation product; the comparison reflects using a general form builder for an evaluation use case.
Where Google Forms genuinely fits
Be fair: Google Forms is a good tool for what it is. It is free, every student already has access through a browser, and you can build and send a survey faster than almost any dedicated platform. For a single instructor running a quick mid-semester pulse check, a one-off pilot, or a low-stakes "how is this module going?" question, Google Forms is hard to beat on speed and cost. Responses drop straight into Google Sheets, and for a class of twenty where you will read every comment yourself, that is all the analysis you need.
If your evaluation need is genuinely small, occasional, and self-contained — and you are comfortable doing the analysis by hand — Google Forms is the pragmatic choice, and you do not need to buy anything.
Where it runs out of road
The trouble starts when course evaluation becomes an institutional process rather than an individual habit. Three gaps tend to surface:
1. Static questions can't probe. A Google Form asks exactly what you wrote and accepts whatever the student types — including "it was fine" or "the assessment was confusing" with no follow-up. Roughly half the value of qualitative feedback is in the second question: which assessment, and what made it confusing? A form can't ask. Koji's AI moderator conducts a short conversational interview, following up on vague or incomplete answers in a neutral, standardized way, so a one-line shrug becomes a usable, specific insight.
2. Open text becomes a manual mountain. Two hundred forms across a programme produce thousands of free-text comments. In Google Forms you either read them all by hand or paste them into a spreadsheet and try to code them yourself — slow, inconsistent, and rarely repeated term to term. Koji performs automatic thematic analysis: it surfaces recurring themes, counts how often each appears, and links each theme to representative student quotes, so a QA director can see the signal across hundreds of responses in minutes. (For why a sentiment score alone isn't the same as thematic insight, see Sentiment score is not insight and Can AI analyze open-text student feedback?.)
3. No standardization, no memory. Every Google Form is its own island. There is no central template that guarantees the same core questions are asked the same way across departments, no built-in cohort comparison, and no longitudinal view of whether last term's action actually moved the needle. Comparability and trend analysis — exactly what accreditation reviewers and quality committees ask for — have to be rebuilt by hand each cycle.
Data protection: the part procurement cares about
For European institutions this is often the deciding factor. Google Workspace for Education can be operated under a data processing agreement, and Google has invested in EU controls — but the controls are coarser than many universities assume. Google's data-residency controls distinguish only between "US" and "Europe," not individual member states, and data-region policies govern where data is stored at rest, not where it is processed — a meaningful distinction under GDPR, which regulates processing. Several European data protection authorities, including in the Netherlands and Denmark, have at various points issued cautions or restrictions on Google Workspace in education pending mitigations. None of this makes Google Forms unusable, but it does mean a casual departmental form can quietly put student personal data into a configuration your DPO never signed off on.
Anonymity is the other quiet trap. In many Workspace-for-Education setups, Google Forms is configured to collect respondent email addresses by default, and it is easy to leave that on — turning a "confidential" course evaluation into an identifiable one. Koji is built for confidential collection as the default posture, with EU/GDPR-focused data handling, so anonymity is a property of the platform rather than a checkbox someone has to remember.
How Koji is different
Koji treats course evaluation as a system, not a survey. The core engine is the same AI interview technology used on the main Koji platform (koji.so) for customer and user research, adapted for higher education: instead of a static questionnaire, each student has a short, standardized conversation that adapts to their answers while keeping the question framing consistent and neutral across every respondent. That standardization is what makes the qualitative data comparable — and comparable qualitative data is what closes the loop, feeds quality committees, and stands up as accreditation evidence.
On top of the interview, Koji adds automatic thematic analysis, cohort and term-over-term reporting, action tracking that ties improvements back to the feedback that prompted them, and exportable structured evidence. The trade-off is honest: it is a paid platform and it asks you to adopt a process, where Google Forms asks for nothing but a browser.
When Google Forms is the better choice
If any of these describe you, stay on Google Forms — switching would be over-engineering:
- You run occasional, low-stakes surveys for a handful of courses and read every response yourself.
- You have no budget and no institutional mandate for standardized evaluation.
- Your data protection office has already cleared Workspace for your use case and you keep forms genuinely anonymous.
- You don't need cross-course comparability, trend reporting, or accreditation evidence.
Koji earns its place when evaluation is institution-wide, recurring, evidence-driven, and accountable — when the manual analysis, inconsistency, and compliance ambiguity of a DIY form start costing more than a platform would.
Moving from a form to a system
Most institutions don't switch overnight. A common path is to pilot Koji on a single programme that already struggles with low-quality open text or accreditation reporting, compare the depth of insight against the previous Google Forms cycle, then expand. Because Koji standardizes questions centrally, scaling from one programme to many doesn't multiply the administrative effort the way duplicating Google Forms does.
The bottom line
Google Forms is an excellent free form builder and a perfectly reasonable tool for quick, small, self-analyzed surveys. It is not a course-evaluation system, and using it as one quietly transfers the cost — manual analysis, inconsistency, and GDPR ambiguity — onto your staff. Koji is built for the institutional job: AI-moderated interviews that probe, automatic thematic analysis, standardized and comparable evidence, and EU/GDPR-focused data handling. Choose Google Forms for the one-off; choose Koji when evaluation has to be consistent, analyzable, and defensible.
Ready to see the difference on your own courses? Explore Koji for Education or book a walkthrough.