How to Keep Text and Numbers Accurate in AI Motion Graphics

A price can be spelled correctly and still be wrong. The number might belong to the annual plan while the caption says monthly. A percentage might be calculated correctly but displayed without the comparison period. A product name might be accurate in the source and lose its final letter behind a transition. Motion adds time, cropping, and changing emphasis to the ordinary problem of proofreading.

Keeping accurate text in AI video therefore requires more than asking the tool to preserve spelling. You need to know which facts are approved, how those facts become visible strings, and whether viewers can read the complete meaning in the exported sequence. Those are separate checks, and a clean-looking preview can pass one while failing another.

Use a fictional annual subscription—US$29 per month, US$348 billed annually—to follow the information from its approved wording to its visible reading interval.

Make an approved copy ledger before animating

Start with a short list of every factual string that will appear on screen. Include the product name, offer, currency, billing period, qualifier, URL, dates, and any numbers inside product captures. Give each item an owner who can confirm the fact. A designer can improve the presentation, but should not have to infer the commercial terms from an old landing-page screenshot.

For the fictional announcement, suppose the approved offer is $29 per month, billed annually at $348. Those three pieces belong together. A production note containing only “price: 29” loses both the currency and the billing condition. The animation can then reproduce the value faithfully while creating a misleading message around it. Store the meaning alongside the number.

Keep approved display wording separate from working notes. A sentence such as “maybe use the cheaper plan?” should never sit in the same field as final copy. Mark unresolved items explicitly and prevent them from becoming polished placeholders. Once a draft looks finished, reviewers may focus on motion and assume the information has already been checked by someone else.

This small ledger is also useful when the request changes. Instead of searching through a long prompt for every mention of an old price, update the approved entry and list the scenes that use it. The ledger is not a substitute for checking the video. It is the reference that makes checking the video possible without relying on memory.

Keep essential video text in an editable layer

If a scene must contain an exact offer, use a workflow that lets you control that wording independently. A separate text object or explicit composition value is usually easier to inspect and revise than lettering embedded in generated footage. The key is actual control in the project, not a promise attached to the word “editable.”

An imported screenshot is a different case. Its interface labels may be exact because they come from the real product, but they are still pixels in that image. Changing a label means replacing or recapturing the source, not pretending that moving the screenshot edits the software inside it. Keep the original capture and note which version of the interface it represents.

You can combine an expressive background with controlled typography. Give the background freedom where it does not carry facts, then place the approved message in an inspectable layer. This separation also makes routine updates smaller: the new billing term should not require regenerating the entire visual world around the offer.

Before committing to the approach, try one meaningful correction. Replace a short plan name with a longer one or add the missing billing condition. See whether the composition accommodates it without shrinking the text beyond usefulness. If every factual correction breaks the layout, the design is too dependent on the original wording and needs more space or a different hierarchy.

Trace the value that actually reaches the render

A correct field in one interface does not prove that the final render uses it. A project may have defaults, imported data, overrides, or a transformation step. The practical question is where the final displayed value comes from and whether that is the same source you reviewed.

Remotion documents its prop-resolution order: input props can override defaults, and metadata calculation can transform the props subsequently used. Trace the resolved value after those overrides and transformations.

In your own project, identify the equivalent chain in plain language. Which file holds the approved copy? Which project uses it? Which saved version produced the export? You do not need a sophisticated tracking system for a short video. You do need to avoid checking yesterday’s preview while distributing today’s differently configured render.

If two versions disagree, resolve the source before polishing either one. Compare a distinctive value, such as the complete billing sentence, across the approved ledger, the editable project, and the output. A mismatch is a useful diagnostic clue. Repeatedly regenerating the video without finding the upstream value can preserve the same error in increasingly attractive versions.

Distinguish a number from its formatted appearance

A raw value and a display string are different things. The value 0.125 may represent a ratio; the string 12.5% represents that ratio for a reader. If someone stores 12.5 and then applies percentage formatting as though it were a ratio, the result becomes 1,250%. Both inputs look plausible in isolation. Their meaning determines which operation is correct.

MDN’s Intl.NumberFormat reference shows how locale and options affect separators, currency display, and rounding. This provides a useful implementation reference for structured compositions. Keep the raw value, its unit, and the display rule together.

For the fictional example, write down whether the stored improvement is a fraction or an already expressed percentage. Also distinguish a relative change from a percentage-point change. Moving from 40% to 45% is an increase of five percentage points and a relative increase of 12.5%. Choosing the shorter label because it fits the frame changes the claim, not just the typography.

Decide rounding before the animation is designed. If a measured duration is displayed as a whole number in one scene and with two decimal places in another, the inconsistency may suggest precision the source does not support. The appropriate precision comes from the data and its purpose. Adding decimal places is not a way to make a claim more credible.

For regional versions, review the complete formatted string rather than swapping the currency symbol. Grouping, decimal separators, spacing, and unit placement may differ. Give the composition enough room for the actual approved string. A layout that only fits the shortest English example is not ready for another market merely because the text can be replaced.

A short test set catches more mistakes than checking one attractive number. Include zero, a negative value where the data permits one, a value near a rounding boundary, and the longest expected formatted amount. For the ratio example, 0.125 should display as 12.5% under the chosen percentage format. The offer’s monthly equivalent also reconciles with its annual charge: 12 × $29 = $348.

When a test fails, identify whether the raw value, conversion, formatting rule, or layout caused it. Changing the font size cannot repair a misplaced decimal. Correcting the decimal cannot repair a crop that removes the currency. This distinction keeps a small factual correction from turning into an unnecessary redesign.

MDN’s output makes formatting decisions easy to inspect. The euro line keeps two minor-unit digits and uses the locale’s separators. The yen line displays a whole amount. Changing the currency option changes the display convention; an exchange-rate calculation would be a separate step. Store that calculation explicitly if your campaign needs one. For copy review, compare the entire output string—including spacing, signs, separators, and unit position—with the approved example. Then try the longest amount the scene must support. A formatter can return a correct string that still collides with its qualifier once placed in the composition.

Keep qualifiers attached through time

A qualifier can be present in the video and still fail to qualify the claim when viewers see it. Imagine the headline price appears alone, holds, and disappears before the annual billing condition fades in. A frame-by-frame inventory would find both strings. The audience experiences two disconnected moments.

Treat the claim and its necessary condition as one reading unit. Bring them into view together, preserve a clear hierarchy, and keep them visible during the same useful hold. The condition can be secondary without being tiny or transient. If it materially changes the offer, it deserves enough size and time to be understood.

This applies to comparative claims as well. “Twice as fast” needs an identifiable task and comparison if those are required to understand what the statement means. A decorative footnote at the very end may not repair an earlier misleading impression. Ask the person responsible for the claim to approve the complete on-screen context, not just the headline in a spreadsheet.

Proofread the relationship between statements, not only the statements themselves. Motion can separate information that was accurate when read together on a page.

An easy review technique is to pause at the moment the main claim first becomes fully readable. Can you also see the information needed to interpret it? Repeat the check at the last readable moment. The entrance and exit are where a neatly grouped static layout can come apart.

The paired client captures below show why the temporal pass matters. At 2.4 seconds, the first version displays the monthly equivalent without the annual charge. The revised version presents both. The correction is a shared reading interval, rather than a change to the approved digits. Review the first fully settled moment and the last settled moment of that group. If the condition disappears while the headline remains, the statement has become incomplete again. This also gives a copy reviewer a precise instruction: retain the amount and wording, bring the condition into the same hold, and check the resulting entrance and exit.

Be careful with animated counters and intermediate values

A counter that rises toward a final figure creates many intermediate numbers. Those numbers may be a visual transition rather than observations from a dataset. Keep that distinction clear, especially if the animation resembles a live dashboard. A viewer should not mistake decorative interpolation for a historical record or a stream of real measurements.

For a simple announcement, you may get a clearer result by revealing the approved final value rather than counting through invented ones. If a count-up serves a purpose, avoid making intermediate values linger like separate claims. Make the final figure stable and readable, and review the transition for awkward decimals, unexpected signs, or changing units.

Charts need the same care at a different scale. A bar growing from zero to its final height can explain the arrival of a value. A line drawing across a time axis can imply a sequence of observations. If the underlying data does not support that path, the movement may tell a story that the endpoint alone would not tell.

When animation is based on real data, preserve the connection between labels and marks as they move. A value label briefly attached to the wrong series can mislead even if the final frame is correct. Check crossings, reordering, and transitions between scales. These are semantic mistakes, not merely small visual imperfections.

Review readability at the size people will watch

A full-resolution frame on a large monitor is a useful proofreading surface, but it is not the entire viewing experience. Watch the output at the likely display size, with the whole sequence playing. A word may be perfectly rendered yet unreadable because the type is too small, the background competes with it, or the hold ends before the viewer finishes.

Separate recognition from comprehension. Recognizing a large price takes less effort than understanding a price, a billing condition, and an eligibility note. Give the latter a calmer frame and more time. Choose the hold using the complete message, its language, and the competing visual task.

Use another reader when the message is important. Someone who helped write the copy may finish the sentence mentally before it appears. Ask a person who has not seen the script to describe the offer after one normal-speed viewing. If they miss the condition, first improve size, grouping, and duration rather than blaming their attention.

Check crop boundaries and overlays in the destination format. A portrait crop can cut the currency symbol off a line that fits the landscape version. A platform interface can cover a closing qualifier. Preserve enough margin for the actual placement, and review each delivered format instead of treating it as a smaller copy of the master.

Use two passes for final approval

The first pass is factual. Compare the finished export against the approved copy ledger and supporting material. Check names, amounts, units, comparison periods, destinations, and product states. Inspect key frames at full resolution. Where a number is calculated, verify the calculation separately from the animation that displays it.

The second pass is temporal. Play the file normally and look for meaning that changes during transitions: qualifiers arriving late, labels detaching from objects, numbers implying unsupported progress, or a final message disappearing too quickly. A video can pass a still-frame spelling check and fail this second review.

Keep corrections specific. “The annual billing condition arrives after the price” identifies a repairable timing problem. “The offer feels wrong” leaves the maker to guess whether the number, hierarchy, or wording is the issue. After the change, inspect the affected sequence again and confirm that previously approved information stayed intact.

For an OpenDesign project, retain the editable version and follow the current Motion workflow when previewing and exporting. Review the exported file itself, not only the project preview. Keep the approved copy ledger with the delivered source so the next person can update the video without reconstructing its factual assumptions.

You have finished this check when a new reviewer can answer what is being claimed, under what conditions, and where the approved values came from—and can read that meaning in the actual video. Attractive typography helps, but accurate communication depends on the whole chain from source fact to visible moment.