Generative media · USA (New York)
Mirage (formerly Captions)
A captioning app built in two days rode the short-video wave to tens of millions of creators, then moved upmarket with its own video model; distribution evidence is strong, revenue has never been disclosed.
Verdict: Gaps remain
Updated: 2026-10-06
01
Profile
- What it does
- The Captions app (AI video editing: captions, dubbing, eye contact, avatars), Mirage Studio for brands, and its own short-video model Mirage: "trained the Mirage model from the ground up for pacing, framing, and attention dynamics unique to the format" [4]
- Founded
- February 2021, New York (secondary data) [8]
- Founders
- Gaurav Misra (former Snap, design engineering) and Dwight Churchill (secondary data) [8]
- Pricing model
- Mirage Studio Business at $399/month for 8,000 credits [5]; consumer app subscription (amount not verified)
02
Growth timeline
2023-06-22
More than 100,000 daily actives in the first six months on the App Store; more than 3M creators
[3]2024-07-09
More than 10M creators; more than 3M videos a month; team from 15 to 60
"We hit 10M+ global creators"
[2]2025-09-04
Captions becomes Mirage; its own video foundation model
"The way we see it, the real race for AI video hasn't begun."
[5]2026-03-24
$75M non-dilutive financing; more than 20M users; more than 250M videos
"enable anyone, anywhere to make a polished video"
[1]
03
Growth loop
- 1First captioned video on the phone
- 2Posted on TikTok and Reels
- 3A watching creator finds the app
- 4New sign-up, subscription
- 5Brand: Studio and credits
- Leak: two products, two distributions: focus leak
The first ring is the creator loop, the second is brands and agencies. The red arrow shows the focus cost of growing two products at once.
The drawing shows the shape of the loop; each node is explained in the list below. The red arrow marks value leaking out of the loop.
04
Mechanism
- Acquisition channels
- The App Store and the short-video ecosystem; the product was built on the rise of TikTok (secondary data) [8]. The output (captioned and dubbed video) circulates on the platforms. The claim that more than 3M creators had used it in 2023 is in the official Series B post [3].
- Loop
- A creator makes a video, posts it on social, a watching creator finds the app, a new creator arrives. After 2025 a second loop: brands and agencies through Mirage Studio, ad output, 8,000 credits [5].
- Activation
- The first captioned video on mobile. The first version was built in two days and reached 500,000 users over a year and a half without updates, which shows how simple activation was (editorial summary) [6].
- Retention evidence
- No retention evidence. Daily actives were above 100,000 in 2023 [3]; nothing disclosed since. The financing fund's condition, "proven distribution and strong unit economics", is an indirect third-party signal on unit economics [1].
- Role of pricing
- Subscription for consumers, credits for brands: Studio Business at $399/month for 8,000 credits [5]. Revenue appears in no official source [1].
- Distribution moves
- A feature a week: "every engineer should ship a marketable product every week" [6]; "world-first generative features" [2]; the rebrand to move upmarket [4]; SOC 2 and case stories in the blog archive [9]. A $100M commitment to generative video research [2].
- Team
- 60 people in July 2024; from 15 to 60 in a year [2].
05
Real reading
The five questions of the Growth Claim Check, applied to this company's public claims.
- 01
What was measured, and by whom?
unclear
User and video counts are company claims; no revenue.
- 02
Perception or outcome?
unclear
"20M users, 250M videos" is a volume metric; revenue and profitability are not disclosed, the financing structure is indirect evidence.
- 03
Is there a stability or quality metric?
no
Daily actives not disclosed after 2023.
- 04
Is there a counterfactual or cohort?
no
No control group or cohort disclosure.
- 05
Nominal or real?
unclear
Whether "users" is cumulative or active is unclear; the 2023 wording is "have used".
Verdict
Gaps remain
Distribution evidence is strong, there is no business-outcome claim; the non-dilutive financing is a third-party signal.
Test your own claim with the same five questions: Growth Claim Check →
06
Shadow side
- Revenue has never been disclosed; the "AI lab" positioning raises research spend, with a $100M commitment [2].
- The rebrand risks splitting the company between the consumer app and the model and B2B goals; the competitor list is D-ID, Synthesia, Hour One [5].
- The own-model strategy is capital-intensive compared with HeyGen's "profit on every transaction" and Higgsfield's orchestration approach (opinion) [4].
07
What it teaches a founder in Türkiye
This section is opinion; a reading, not a source.
- 01
(opinion) A product built in two days growing on its own for a year and a half shows that riding the right platform wave beats marketing; in Turkey the creator-economy wave is still running.
- 02
(opinion) Telling a growth story without revenue works on investors but is no yardstick for the reader; ask for the definition of "user".
- 03
(opinion) Moving from creators to brands raises revenue and users, but two products demand two distributions; too early for a small team.
- 04
(opinion) Non-dilutive growth financing is rare in Turkey; its counterpart is revenue-based financing, which also demands unit-economics proof.
A question for you: remove this company's logo and drop the loop onto your own product. Which node stays empty?
08
Sources
Numbers are the references in the text. An 'opened' source was read by the researcher; 'secondary' ones are verified against their primary source before publication.
- [1]Announcing Mirage's $75M growth financing with General Catalyst
Mirage blog · 2026-03-24 · opened
“Our goal has always been simple: enable anyone, anywhere to make a polished video.”
- [2]Captions announces Series C to invest $100M in AI video research in New York
Captions blog · 2024-07-09 · opened
“We hit 10M+ global creators, launched a collection of world-first generative features”
- [3]Captions announces a $25 million Series B
Captions blog · 2023-06-22 · opened
Note: more than 100,000 daily actives in the first six months; more than 3M creators
- [4]Introducing Mirage: The future of video starts now
Mirage blog · 2025-09-04 · opened
“We've trained the Mirage model from the ground up for pacing, framing, and attention dynamics unique to the format.”
- [5]Captions rebrands as Mirage, expands beyond creator tools to AI video research
TechCrunch · 2025-09-04 · opened
“The way we see it, the real race for AI video hasn't begun.”
- [6]How to win in the AI era: Gaurav Misra
Lenny's Newsletter (editorial summary; no transcript) · 2025-03-27 · opened
“every engineer should ship a marketable product every week · why it still grew to 500K users with no updates or support”
- [7]Invest Like the Best EP.405
Podwise (headings only) · 2025-01-07 · secondary
Note: episode headings; no verbatim quote
- [8]Captions (app)
Wikipedia · accessed 2026-10-05 · secondary
Note: secondary data: founding, founders, AlpacaML acquisition
- [9]
09
Open questions
- Revenue, subscription price, daily active users after 2024.
- Verbatim quotes from the Lenny and Invest Like the Best transcripts (not accessible).
- The "unexpected $500,000 in the Apple account" anecdote from the founder interview (page 403).