The Duolingo output reads like a corporate webinar presenter in an office rather than a casual personal UGC testimonial, so it undercuts the requested ad-native feel.
What was measured
Ad-readiness
Whether the output could actually be run as a paid ad as-is.
decisive for this rankingtransformation
If the output cannot be run as a paid ad as-is, the tool has not really delivered the finished product the user wants. (3 of 3 judges)
What was given, what came back
Test input: Duolingo – Mobile App · mixed · group: ugc-style-video-ads
Input — what we sent
Input, verbatim
Product URL: https://www.duolingo.com/ Exact script: Hook: Learning a new language has never been this easy. Script: I've been using Duolingo for a few minutes every day, and it's made language learning simple and fun. The short lessons are easy to follow, and the daily practice keeps me motivated. If you're planning to learn a new language, give Duolingo a try. Output requirements: - Vertical (9:16) - 20–30 seconds - UGC-style AI presenter - Natural AI voice - Captions enabled
A short-form UGC promo prompt for a consumer mobile app, designed to test whether the tool can explain app benefits simply and persuasively while generating a realistic AI-presenter video.
Why this input is hard
- · Mobile app understanding
- · Consumer app promotion
- · Script quality
- · Avatar realism
- · Voice quality
- · Caption quality
- · Overall ad readiness
Output — unretouched

Also checked on this input — same tool, 1 other criterion
Provenance
- Observation
- 3705b171-5b1c-458a-a2da-4a6b2e625a03
- Evidence run
- 9fdbb84b-4aa0-484d-8f89-5c46608019a5
- Study
- Generate UGC-Style Video Ads With AI Avatars
- Research task
- 86baxegpg
- Tested at
- not recorded
- Source
- first-party
- Evidence state
- verified
- Proof shown
- input + output shown
- Cost / latency
- not captured
- Repeat run
- not captured
- Tester
- not captured
The last three rows are honest blanks, not placeholders — our capture has no field for them yet.
Query this
get_evidence({
tool: "dreamface",
scenario: "ugc-style-video-ads"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 4 other tools
measured on Ad-readiness
AKOOL⚠ StruggledThe export succeeds, but the generic background, flat tone, and lack of app UI mean it is not ready to run unchanged as a paid ad.Invideo AI◐ MixedThe clip is branded and complete, but the generic b-roll and non-clickable end card make it less action-ready as a paid ad without another review pass.Synthesia✗ FailedThe Duolingo ad was not runnable as-is because downloading required an upgraded plan and the output stayed landscape instead of vertical.Vidnoz AI◐ MixedThe clip is understandable and usable in principle, but the neutral tone, generic background, and AI-obvious presenter keep it from feeling fully ready to launch as-is.
This evidence is published in
Real inputs and real outputs, no retouching · every cell queryable via API & MCP · aidemos.com