Videoquant vs. Swayable

Swayable Alternative: Under 20 Seconds vs. 24 Hours

Swayable measures persuasion through surveys. Videoquant predicts which ad wins — before you spend a dollar.

Unlimited predictions and scene-level diagnostics — starting at $6K/mo.

Request a Proof of Concept
Comparison
Swayable vs. Videoquant
FeatureSwayableVideoquant
Speed24+ hoursUnder 20 seconds
PriceContact sales (enterprise)Starting at $6K/mo for unlimited testing
MethodologyRCT survey panelsAI trained on 18T+ real-world competitive outcomes
Sample~1,000 survey respondents per test200M+ people · 18T+ outcomes
Primary MetricSwayable Impact Score (persuasion lift)Predicted winner + scene, utterance, and copy-level diagnostics
AudiencesRecruited survey panelsCustom AI audiences built to your market
DiagnosticsPersuasion lift by segmentYes — scores broken down by scene, utterance, and copy
Notable Use CasesPolitical campaigns, brand advertisingTV, CTV, social, app store, offers, and more

Swayable's platform runs randomized controlled trials (RCTs) — the same methodology used in medical trials. Respondents are randomly assigned to test groups (see your ad) or control groups (see a placebo). The difference in attitudes between groups measures your ad's "persuasion" impact.

This is a legitimate, statistically rigorous approach. Swayable has worked with brands like Airbnb, Amazon, Meta, Paramount, T-Mobile, and Uber. They've been particularly influential in political advertising, where Democrats have dramatically increased RCT testing in recent election cycles.

The tradeoff: results take 24+ hours, require panel recruitment, and pricing requires a sales conversation.

Videoquant is trained on 18 trillion real-world outcomes — when two pieces of content competed for engagement in the real world, which one won? We learn from what actually worked in market, not opinions about what might work. Our scoring engine then breaks down predicted performance at the scene, utterance, and copy level — so you know exactly what's driving results.

We proved with Fortune 500 & Super Bowl advertisers that this beats all other approaches to predicting real-world outcomes, and were awarded a patent on it.

Why Videoquant
Why Teams Switch

Swayable: RCT-Based Persuasion Measurement

Swayable's RCT methodology is genuinely rigorous. Respondents are randomly assigned to test and control groups, and the difference in stated attitudes measures persuasion impact. It's the gold standard for isolating causal effect — in a survey environment.

Videoquant: Predictions + Diagnostics + Custom Audiences

Videoquant predicts which ad wins, provides diagnostics on what's working and what isn't, and lets you get scene, utterance, and copy-level diagnostics from — trained on real behavioral data from 200M+ adults. Ask why one concept resonates more than another. Explore messaging angles. Pressure-test a CTA. All in under 20 seconds.

Under 20 Seconds, Not 24+ Hours

Swayable delivers results in 24 hours — fast by traditional research standards. But in practice, that means you can't test during the creative review. You can't iterate in real time. You can't score five variations before the meeting ends. Videoquant delivers predictions, diagnostics, and scene-level diagnostics in under 20 seconds. That changes how you use creative testing — from gated research event to continuous workflow.

Unlimited Testing, Not Enterprise Pricing Per Study

Swayable requires enterprise sales conversations and per-study pricing. Videoquant starts at $6K/mo for unlimited testing — test every concept, brief, and cut, not just the ones that justify a research budget. It pays for itself after one use vs. a single Swayable RCT.

Custom AI Audiences, Not Recruited Panels

Swayable recruits ~1,000 survey respondents per test. Videoquant builds LLMs that learn how your specific target audience behaves — trained on real behavioral data from 200M+ adults. Not recruited panelists reporting attitude changes. You can see exactly which scenes, utterances, and copy elements are predicted to work or not.

Real Outcomes, Not Stated Attitude Change

Swayable measures what people say changed in their attitudes after seeing your ad. Videoquant predicts what actually wins when content competes in market. An ad can shift stated attitudes and still fail to drive action. We predict the outcome, not the intermediate signal.

See Exactly What's Working — and What Isn't

Videoquant doesn't just give you a score. It breaks down predicted performance at the scene, utterance, and copy level — so you know which specific elements are driving or hurting results. Then it identifies alternative copy and concepts with higher predicted performance.

Brainstorm With Your Audience

Ask My Audience lets you interact with an AI model of your target audience and ask how they'd respond to concepts, CTAs, taglines, and messaging angles — based on real behavioral data. It's a brainstorming and concept exploration tool, separate from ad scoring and diagnostics.

Validated by Super Bowl Advertisers

Predictions validated across TV, paid social, app store, and offer testing by publicly traded brands spending billions on marketing.

Test at Every Stage

All phases: concept to finished cut, across TV, social, app store, OOH, and more.

Proven Results
Validated Accuracy
4.1x
more acquisitions
Super Bowl advertiser, offer testing (p < 0.001)
4.4x
higher brand lift
Fortune 500 company, 22 CTV ads (p < 0.05)
81%
lower acquisition cost
From reallocation to predicted winners (p < 0.001)
$20M+
estimated incremental value
Two-year enterprise engagement on $330K annual investment
Full Comparison
Full Comparison
FeatureVideoquantSwayable
SpeedUnder 20 seconds24+ hours
PricingStarting at $6K/mo for unlimited testingContact sales (enterprise)
MethodologyAI trained on 18T+ real-world competitive outcomesRandomized controlled trial (RCT) surveys
Sample Size200M+ people (behavioral data)~1,000 survey respondents per test
Primary MetricWhich ad wins in market + diagnostics + scene, utterance, and copy-level diagnosticsSwayable Impact Score (persuasion lift)
AudiencesCustom AI audiences built to your marketRecruited survey panels
DiagnosticsPredictions + scene, utterance, and copy-level diagnosticsPersuasion lift by segment
Data TypeReal-world competitive outcomesStated attitude change
Self-ServeYesSwayable Express (limited)
ValidationFortune 500 & Super Bowl advertiser results, U.S. PatentProprietary methodology
Notable Use CasesTV, CTV, social, app store, offers, and morePolitical campaigns, brand advertising
FAQ
Frequently Asked Questions

How does Videoquant compare to Swayable's RCT methodology?

Different approaches to related questions. Swayable uses randomized controlled trials to measure persuasion — how your ad changes stated attitudes compared to a control group. Videoquant predicts which ad wins in market based on 18 trillion real-world competitive outcomes, provides diagnostics, and lets you get scene, utterance, and copy-level diagnostics from. Swayable measures attitude change through surveys; we predict competitive performance from revealed behavior. Swayable takes 24+ hours with enterprise pricing. Videoquant takes under 20 seconds with unlimited testing starting at $6K/mo.

Is Videoquant as rigorous as Swayable's RCTs?

We measure different things. Swayable's RCT methodology is statistically rigorous for measuring persuasion (stated attitude change). Videoquant is validated for predicting market performance — which ad wins when content competes in the real world. Our predictions have driven 4.1x acquisition improvement and 81% lower acquisition cost in controlled tests (p < 0.001). We were awarded a U.S. patent for proving our methodology beats other approaches.

What about diagnostics?

Videoquant provides both predictions and diagnostics broken down at the scene, utterance, and copy level — so you know exactly which elements are driving or hurting performance. Then it identifies alternative copy and concepts with higher predicted performance. Separately, Ask My Audience lets you brainstorm with an AI model of your audience — but the diagnostic layer is baked into the scoring, not a conversation. Swayable provides persuasion lift by segment — valuable, but limited to what people report in a controlled experiment.

How does the AI audience work?

Ask My Audience is an AI model trained on behavioral data from 200M+ adults and 18T+ real-world outcomes. It learns how specific audience segments actually behave. You can ask it questions in plain language — "How would this audience respond to a discount-first message vs. a quality-first message?" or "What messaging angles resonate most with competitor viewers?" — and get answers informed by real behavior. It's a brainstorming and concept exploration tool, separate from ad scoring. For diagnostics on specific creative assets, Videoquant's scoring engine breaks performance down at the scene, utterance, and copy level.

Can Videoquant measure persuasion like Swayable?

Not directly. Swayable specifically measures attitude change through controlled exposure experiments. Videoquant predicts which creative wins in market and provides scene, utterance, and copy-level diagnostics to show you why. If you specifically need to isolate persuasion impact on stated attitudes, Swayable's RCT methodology is designed for that. If you need to know which ad wins and why — unlimited, in under 20 seconds — Videoquant is built for that.

What about Swayable Express?

Swayable Express is their self-serve option for faster testing. It's a step toward accessibility, but still requires 24+ hours for RCT results and account setup. Videoquant delivers predictions, diagnostics, and scene-level diagnostics in under 20 seconds with unlimited testing starting at $6K/mo.

Can I use both Swayable and Videoquant?

Yes — some teams do. Videoquant for rapid scoring, diagnostics, and audience exploration across the full creative pipeline, then Swayable for deep persuasion measurement on finalists when isolating causal attitude change matters. But increasingly, teams find Videoquant handles both the prediction and the "why" — making the per-study Swayable spend harder to justify.

Is there a contract?

Videoquant starts at $6K/mo. We offer a proof of concept first — we'll score your ads and show you what our model would have predicted. No data needed. No cost. If predictions don't hold up, you don't move forward.

Ready to see it work?

We'll score your ads and show you what our model would have predicted. No data needed. No cost.

Request a Proof of Concept