A percentage beside a video can mean several things. It might describe viewers clicking a link, visitors requesting a demo, or trial users becoming paying customers. Until the action and the audience are defined, the number is difficult to use.
For a SaaS team, the useful question is whether a particular video helps the intended audience take a worthwhile next step. Published benchmarks can provide context, but your own measurement needs to connect the creative work to that step.
This article separates published research from an illustrative calculation. It does not present conversion results from Anigem Studio clients or promise a standard uplift from adding a video.
Define the result before choosing a benchmark
Write the metric as a complete sentence. For example: "The percentage of eligible visitors assigned to the product page who complete a demo-request form within our agreed measurement window."
That sentence identifies who counts, what they must do, and when the result is measured. It also makes it easier to spot a comparison that uses a different definition.
- A play rate describes how often eligible people start the video.
- A video CTA click rate describes an interaction with the call to action, using a clearly stated exposure or viewing denominator.
- A page conversion rate describes completion of the page's chosen goal among its eligible visitors.
- A trial-to-paid rate describes a later product or sales outcome among the relevant trial cohort.
Use counts and definitions alongside percentages. "Thirty completed demo requests from 1,000 eligible visitors" is easier to audit than an unexplained "3% video conversion rate."
Three sources, three different kinds of evidence
Unbounce: a SaaS landing-page baseline
Unbounce's 2024 Conversion Benchmark Report gives a 3.8% median conversion rate for SaaS landing pages. Its accompanying reporting describes an overall dataset of more than 41,000 pages, 464 million visitors, and 57 million conversions across industries. Those overall totals are not the size of the SaaS subset alone.
The 3.8% figure concerns landing-page goals. It does not isolate the effect of video or tell you the percentage of viewers who became customers. Use it as dated platform context, rather than a target that every SaaS video should achieve.
Read Unbounce's SaaS landing-page benchmarks
Check the report context and dataset
Wistia: interactions within a wider video dataset
Wistia's 2026 State of Video article draws on a survey of more than 900 professionals, over 13 million videos, and 79 million hours of viewing on its platform. Its conversion-assist discussion examines interactive elements such as CTAs, annotation links, and lead-generation forms.
That is useful evidence about video interaction. The report covers a wider market than SaaS alone, and an interaction inside a player is a different event from a completed software purchase. Keep the report's metric and population attached to any figure you use.
Read Wistia's 2026 video marketing research
What a Story: reported project outcomes
What a Story's August 2026 analysis reports a 32% median demo-request lift in its stated first-quarter reporting window, across projects for which performance data was available. That is a publisher-reported observation from its projects, rather than a universal SaaS benchmark. A comparable controlled test in your own context is needed before using a published uplift as an expectation.
Read the reference analysis from What a Story
These sources answer different questions. A landing-page median, a player interaction, and a reported change in demo requests should each retain their original labels.
A worked example: rate, percentage points, and relative lift
The following numbers are fictional and are included only to explain the arithmetic. They are not a campaign result or a forecast.
Imagine a test of two otherwise comparable product pages:
- Control page: 12,000 eligible visitors and 360 completed demo requests.
- Page with video: 12,000 eligible visitors and 420 completed demo requests.
The control rate is 360 divided by 12,000, or 3.0%. The video-page rate is 420 divided by 12,000, or 3.5%.
The absolute difference is 0.5 percentage points. The relative lift is the difference divided by the control rate: 0.5 divided by 3.0, or approximately 16.7%.
Both descriptions refer to the same example. Saying "a 16.7% lift" does not mean the conversion rate became 16.7%, and it does not mean a 16.7-percentage-point increase. Reporting the starting rate, ending rate, and counts makes the statement much clearer.
The video page records 60 more requests in this illustration. Whether a real difference is reliable requires checks on the experiment, the data, and statistical uncertainty. The calculation alone cannot establish that video caused a change.
Why a viewer-only result can be misleading
People choose whether to press Play. Some already have stronger interest in the product, while others are browsing more casually. A higher conversion rate among viewers can therefore reflect a difference in the people who watched as well as a possible contribution from the video.
For example, a prospect returning after a sales conversation might watch a detailed product walkthrough and then request a demo. A first-time visitor from a broad campaign might leave without watching. Comparing those two behaviours does not isolate the effect of the film.
Use viewer behaviour to investigate the journey. To assess the effect of offering the video, compare appropriately assigned groups and include eligible visitors who did not press Play in the main page-level result.
Watch an explainer example from Anigem Studio
The Arivonix technology-services explainer below is included as a creative reference. As you watch, consider the introduction, the order of information, and the invitation offered to the audience. No conversion outcome is claimed for this example.
A creative review can suggest what to test, such as whether a clearer opening answers a visitor's question. It is not a substitute for measuring the response of the audience who will actually see the video on your page.
Build a measurement plan around the business question
Decide what would make the project useful
Choose a primary action before publication. For a sales-led product, it might be an accepted demo request from an eligible company. For a self-service product, it might be a trial signup followed by a defined activation step.
Agree on how a duplicate request, spam submission, existing customer, or failed form submission will be treated. Use the same rules for every version being compared.
Give the experiment one clear hypothesis
An example hypothesis is: "Showing this workflow explanation on the product page will increase completed, qualified demo requests among eligible visitors."
Microsoft's experimentation guidance recommends a clear hypothesis and success metrics, appropriate randomization units, and a power calculation to assess the traffic needed to detect the anticipated change. It also discusses guardrail and data-quality measures. Those principles help turn an interesting comparison into a more trustworthy test.
Explore Microsoft's pre-experiment guidance
Keep the comparison interpretable
If the question concerns adding a video, keep the offer, main copy, form, and traffic allocation as consistent as the experiment allows. If the question concerns the video's opening, compare that change while preserving the rest of the experience.
Record the version people were assigned to and the action they completed. Check that assignment and conversion logging work before drawing a conclusion. A new video embed does not, by itself, connect player activity to qualified leads in your CRM.
Allow time for the chosen outcome
Decide how long a visitor or account has to complete the action and use a consistent measurement window. An immediate form submission and an opportunity created after a later sales conversation need different follow-up.
Set the analysis plan before reviewing the result. Avoid declaring a winner from a short favourable period while ignoring later data, and report uncertainty rather than only the headline percentage.
Read the next step as carefully as the first click
A film can attract more enquiries while changing the mix of people who enquire. Review whether those requests meet the agreed qualification criteria and whether accepted leads progress to the next stage.
Also check the page experience. A video that is difficult to play on a phone, hides important written information, or sits far from the relevant action can change the result for reasons beyond the script itself.
Use feedback to understand what people still need to know. If prospects continue asking how the core workflow works, that suggests a different creative task from a page where the offer is understood but the next step is unclear.
Read how to explain a complex SaaS product with video
Questions to ask when someone shares a conversion statistic
- What action counted as a conversion?
- Was the denominator page visitors, exposed viewers, trial accounts, or another group?
- Which report edition, industry, platform, and traffic source does it describe?
- Is the number a mean, a median, an observed change, or a controlled test result?
- Is the change reported in percentage points or as relative lift?
- Were the starting rate, counts, measurement window, and uncertainty reported?
- Did lead quality or a later commercial outcome change too?
These questions make it easier to decide whether a published number is relevant to your own situation. They also give your team a more useful brief than asking a video to reproduce an unrelated campaign's uplift.
Give the video a question it can help answer
The best starting point is a specific gap in understanding: an unfamiliar product, a workflow buyers struggle to picture, or a capability that needs a clearer demonstration. Define that gap, then agree on how the audience's response will be evaluated.
At Anigem Studio, we can help shape the message, storyboard, and animation around that task. Bring the audience, the product question, the intended placement, and the action you want the video to support.
Explore our product animation services
Discuss your SaaS video with Anigem Studio
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