Roadmap
Everything ppl.studio ships today and the full list of features we're building to be the #1 AI UGC platform. Your feedback decides what ships first.
What you can do today
Every feature currently in the product or on the public site.
Core workflow
AI Experts
LiveCreate AI personas from a niche prompt or from scratch. Consistent face, voice, backstory, expertise, and wardrobe persist across every photo you generate.
Open in appProps Library
LiveUpload your product photos, packaging, and branded objects once. Reuse them across every UGC scene with accurate colors, logo placement, and proportions.
Open in appWorkbench
LiveCombine any Expert with any Props. Control pose, lighting, location, shot type, and camera distance. Use structured presets or write custom prompts.
Open in appGallery
LiveEvery generated image lands here. Filter by Expert, download in one click, send bulk selections to Storyboards, or mark shots for campaigns.
Open in appStoryboards
LiveMulti-frame sequences for carousels, ad variants, and content series. AI-generate a full storyboard from one prompt, lock hero frames, or arrange frames manually.
Open in appContent tools
Animate (VEO 3.1)
LiveTurn any gallery image into a short-form talking-head video. Add a phrase plus automatic captions. Available on the Creator plan.
Open in appScripts & Templates
LiveLibrary of viral UGC script templates and proven multi-shot layouts. Use as-is, edit the beats, or send straight into a storyboard.
Open in appVisual Presets
LiveReference images with AI-extracted prompts. Save lighting, pose, composition, and color combos once — reuse across every future shoot.
Open in appPublic Expert Profiles
LiveShareable, link-friendly pages for each Expert. Hand a URL to a collaborator or paste into a brief — the persona's look and voice travel with it.
Open in appFree marketing tools
Random UGC Generator
LiveGenerate a first AI UGC photo in 30 seconds. Pick an Expert, set the scene, click generate — no account required.
Use the toolURL → Ad Concepts
LivePaste a product URL, get three ad concepts with hooks, body copy, CTAs, and UGC visual direction ready to shoot.
Use the toolHook Generator
Live25 scroll-stopping ad hooks with on-screen text and opening visuals — grouped by Problem, Curiosity, Social Proof, POV, and Bold Claim.
Use the toolUGC Script Generator
LiveFull 30-second or 60-second UGC scripts with timestamps, narration, on-screen text, shot list, and B-roll suggestions.
Use the toolPhoto Prompt Generator
LiveOptimized Gemini / Nano Banana image prompts for product photos. Pick a category, scene, and persona — copy-paste ready.
Use the toolWinning Ads Finder
LiveEnter a brand or niche. Get 5 AI-analyzed ad angles plus live links to the real ads on Meta Ad Library.
Use the toolBreak-Even ROAS Calculator
LiveEnter AOV, margin, CPM, CTR, and CVR. Get break-even ROAS, target ROAS, profit per order, and the creative volume you need.
Use the toolCreative Fatigue Calculator
LiveEnter ad metrics. Get a fatigue score, estimated days until performance drops, and a creative-refresh schedule.
Use the toolRate Card Generator
LiveProfessional UGC rate card with market-benchmarked pricing by niche, platform, and content type.
Use the toolUGC Contract Generator
LiveCustomized UGC creator contract in seconds — content type, platforms, usage rights, exclusivity, and payment terms.
Use the toolStrategic direction
The goal is to be the #1 AI UGC platform — measured in users, not enterprise revenue. Three product bets and four distribution flywheels. Everything below the fold on this page follows this ordering.
Three product bets
End-to-end video
Text → video, storyboard → video, multi-model (Sora / Veo / Kling / Runway), auto-captions. Until this exists, UGC ad spend flows to MakeUGC and Arcads. Nothing else matters more.
Voice + lip-sync + multi-language
An Expert isn't a real brand ambassador until it has one cloned voice across 30+ languages. This is how the persistent-persona claim becomes defensible — Arcads has voice, HeyGen has voice, we have the photo library. Combine them.
Batch + ad intelligence loop
150+ variants in one action, Meta / TikTok pixel callback, per-variant ROAS in-app. Create → ship → learn → create, all inside ppl.studio. This is the Creatify / AdCreative moat; it compounds.
Four distribution flywheels
Mobile app
UGC creators live on phones. Captions, CapCut, PhotoRoom, and Pixelcut all reach them there. No mobile = no "most popular."
Expert marketplace + public gallery
Creators monetize Experts; brands skip the build step. Midjourney's feed and Leonardo's gallery, applied to UGC.
API + MCP + Chrome extension
The programmable surface. Zapier, Shopify, ChatGPT action, "right-click any product page." Embeds ppl.studio in workflows instead of making it a destination.
Content engine (already winning)
40+ /compare pages, 10 free tools, blog, guides, case studies. Free tools are the acquisition machine. Keep shipping.
What we are not building
Enterprise / SOC 2 / SCORM / SSO
That's Synthesia's game. Burns engineering time that should go into video and mobile.
Every adjacent content type
Banner ads, decks, 3D, AR — each pulls focus off the UGC wedge.
Competing on raw model quality
You'll lose to Midjourney / Flux / Sora forever. Compete on workflow specificity to UGC instead.
Next 90 days
The shortlist we're building right now. Sequenced to make Animate an end-to-end video path, lock in the persistent-persona voice layer, and open the programmable + mobile surfaces. Everything else waits.
Storyboard → video + auto-captions
NextTurn a multi-frame storyboard into a single short-form video for TikTok, Reels, and Shorts — transitions, burned-in captions, and voice included. Turns Animate from a bolt-on into an end-to-end video path.
Expert voice cloning
NextRecord or upload 10–30 seconds of a voice; lock it as an Expert's voice for every future video, in any language. HeyGen, Synthesia, Captions, and Arcads all ship this.
Batch generation (150+ variants)
NextQueue many images in one action: same Expert and Props, different poses, lighting, hooks, and backgrounds. Matches Arcads' batch mode and MakeUGC's bulk creation — the volume marketers need to test creative.
Public API (beta) + Zapier
NextREST endpoints for Experts, photos, and Animate videos, plus a Zapier / n8n connector. Arcads, HeyGen, Synthesia, and Pebblely all expose APIs today.
iOS app (foundations)
NextBegin an iOS app for generate, review, and publish. UGC creators are on phones — Captions, CapCut, PhotoRoom, and Pixelcut all reach them there.
The full roadmap
Every capability we're building, grouped by strategic priority. Competitor tags on each card show who ships the feature today — derived from our /compare matrices.
Core bets
The themes that drive the three product bets and the distribution flywheels above. Everything here has priority over the rest of the roadmap.
Video generation
Compare competitorsThe biggest gap to close. We ship Animate (image → short video) today; competitors ship end-to-end text-to-video with multiple models, editing, and motion control.
Text-to-video
Script or prompt → finished short-form UGC video in under two minutes, with your Expert and Props. Matches Arcads' core workflow.
Multi-model video (Sora 2, Veo 3, Kling, Runway)
Choose the best model per shot — Sora 2 for realism, Veo 3 for motion, Kling for expression, Runway for editing. Today we ship Veo 3.1 only.
B-roll generator
One-click background footage to pair with hooks and talking-head shots. Core to finished ad workflows in MakeUGC and Arcads.
Video Agent (reference → remake)
Paste a competitor's video URL. AI analyzes structure, hooks, and shots, then recreates with your Expert and Products.
Video timeline editor
Multi-track timeline with cuts, transitions, overlays, and effects. Descript, CapCut, and Runway ship full editors.
Motion brush & camera control
Paint motion directions on stills and steer the camera path for generated video. Runway's and Luma's differentiators.
Speed ramping & keyframes
Adjustable motion curves, slow-mo, and keyframed effects for dynamic ad cuts. CapCut-style advanced controls.
PDF → video
Upload a brief, one-pager, or landing page. Get a storyboard and finished video in one step. MakeUGC and Synthesia support this.
Interactive video elements
HTML5 buttons, forms, and clickable CTAs layered into the video. Synthesia's edge for training and lead-gen.
Voice, audio & dubbing
Compare competitorsGive Experts real voices — cloned, multilingual, and ready for ads. Today every Animate video uses a synthesized default.
Expert voice cloning
Record 10–30 seconds of any voice to lock it as an Expert's voice across all videos. Synthesia's Instant Voice Clone is the benchmark.
Speech-to-speech cloning
Record natural delivery, AI maps tone, pacing, and emotion onto the Expert's voice. Arcads' differentiator.
Text-to-speech (140+ voices)
Curated narration voice library for teams without a reference clip. Creatify ships 140+; HeyGen leans on ElevenLabs.
Multilingual voice (same persona)
One Expert voice, 30+ languages, same tone and cadence. HeyGen claims 175+, Synthesia 140+, MakeUGC 35+.
Music & sound FX library
Licensed background music and sound effects tuned for UGC hooks and outros. Creatify ships 7,000+ tracks.
Filler-word & dead-air removal
Auto-detect and cut ums, ahs, and long pauses from voice-overs. Descript's signature edit.
Multi-language dubbing
Lip-synced dubbing of any Animate video into 28+ languages. Captions' core strength.
Lip-sync & expressions
Compare competitorsMake talking-head videos feel real: accurate mouth shapes, micro-expressions, and eye contact.
Lip-sync with micro-expressions
Natural mouth shapes plus breathing, blinks, and gestures. Arcads uses motion-captured actors; HeyGen's Avatar IV is the new bar.
Eye-contact correction
Expert stays locked on the camera even when reading a script off-axis. Captions invented this category.
Expressive motion (Avatar IV-style)
Dynamic environments, dramatic poses, and full-body motion — not just a talking head in frame. HeyGen Avatar IV.
Live avatar API
Realtime streaming avatar for product demos, support, and interactive video. HeyGen LiveAvatar.
Ad & creative intelligence
Compare competitorsClose the loop between creative and performance. Today we generate content; we don't yet tell you which variants will win.
Competitor ad tracker
Live monitor of competitor Meta and TikTok ads. Surface winning angles, hooks, and visual patterns. Creatify's moat.
Creative insights & scoring
Score each variant on predicted conversion and explain why. AdCreative pioneered the 1–100 score.
Ad performance analytics (ROAS)
Connect Meta / Google / TikTok Ads. See which Experts, Props, and scenes drive ROAS — double down automatically.
Winning-ads swipefile (in-app)
Extend the free Winning Ads Finder with in-app saves, tags, and one-click 'remake with my Expert.'
API & integrations
Compare competitorsMake ppl.studio programmable. The big platforms all expose APIs; we don't yet.
Public API for Experts, photos, video
REST and streaming endpoints for every core capability — with per-request pricing.
Zapier & n8n connectors
Trigger generations from Airtable, Notion, Shopify, Klaviyo, or a form submission.
Meta & Google Ads push
One-click upload renders into Meta Ads Manager, Google Ads, and TikTok Ads with naming conventions and UTMs.
Direct social publishing
Publish to TikTok, Instagram, YouTube Shorts, and LinkedIn without leaving ppl.studio.
ChatGPT / Claude action
Generate ppl.studio UGC from inside ChatGPT or Claude via an MCP/Action connector.
Figma plugin
Drop Experts and renders into Figma frames. Export-ready for ads and landing pages.
Batch, variants & automation
Compare competitorsPerformance marketing runs on volume. Today you generate one-at-a-time; we need true batch and A/B workflows.
Batch mode (150+ variations)
One action, many variants: rotate hook, CTA, Expert, Props, and background. Arcads' batch mode is the benchmark.
Negative prompts
Tell the AI what to avoid (wrong product angle, off-brand colors). Fewer retakes.
Scheduled generation
Queue generations for off-peak hours. See what's ready and what's next.
Expert A/B variants
Same backstory, multiple faces — test which Expert converts best without losing brand persona.
Mobile & extensions
Compare competitorsUGC creators live on phones. Right now we're desktop-only. Mobile and Chrome extensions are the biggest accessibility gap.
iOS app
Generate, review, and post from an iPhone. Feature parity for Gallery, Workbench, and Animate.
Android app
Same story, cross-platform. Matters in emerging UGC markets.
Chrome extension
Right-click any product page to generate UGC with that image as a prop. Or clip competitor ads into the swipefile.
Community & ecosystem
Distribution flywheel. Expert marketplace, template library, and public galleries turn ppl.studio into a default destination with real network effects — same playbook as Midjourney's feed and Leonardo's gallery, applied to UGC.
Expert marketplace
Buy and sell rights to pre-built Experts. Creators monetize; brands skip the build step.
Storyboard template library
Public library of proven viral storyboards, cloneable in one click.
Public showcase / community gallery
Opt-in public gallery of the best Expert + Prop combinations. Trending feed for inspiration.
Affiliate & creator program
Paid referrals for agencies, consultants, and creators who bring their lists.
Supporting capabilities
Important, but they amplify the core bets rather than lead. They ship once the core is in flight or when a core bet needs them to function.
Languages & localization
Compare competitorsToday prompts and output are English-first. Global UGC teams need native scripts, captions, voice, and on-screen text.
Native scripts in 80+ languages
Write scripts in the local language, not English translated. HeyGen 175+, Synthesia 140+, Captions 100+.
One-click full-video translation
Voice, captions, and on-screen text translated in one action while preserving persona and pacing.
Locale-aware scene presets
Props, signage, and environments that match the market (Tokyo convenience store, NYC bodega, London flat).
Captions & subtitles
Compare competitorsCaptions are the single biggest lift for sound-off social video. Today we export plain video — teams have to caption in CapCut after.
Automatic burned-in captions
Word-level timing, punctuation, and speaker separation. Captions and CapCut set the standard.
Caption style library
Preset styles (MrBeast, Alex Hormozi, minimal) and custom fonts, colors, highlights, and emoji placement.
Captions in 100+ languages
Translate captions on export with per-language styling.
Brand kit & consistency
Compare competitorsOne central brand system. Colors, fonts, logo, voice, and guardrails applied to every generation.
Brand assets (colors, fonts, logos)
Logo placement, palette enforcement, typeface rules in exports and on-screen text. Canva Pro, AdCreative, HeyGen, Synthesia all ship this.
Brand voice memory
Train ppl.studio on your tone and past content. Every caption, hook, and script matches. Jasper's knowledge-base model.
Brand guardrails & approvals
Block claims, competitor names, or off-brand words before a render starts. Typeface and Synthesia Enterprise.
Teams & collaboration
Compare competitorsToday ppl.studio is a single-seat product. Agencies and brand teams need shared workspaces, roles, and reviews.
Shared workspaces
Share Experts, Props, Presets, and Storyboards across a team. Seat-based billing.
Roles & permissions
Admin, editor, reviewer, viewer. Restrict who can delete Experts or export paid renders.
Comments & review (Figma-style)
Pin comments on a frame, request changes, and approve before export.
White-label / agency mode
Hide ppl.studio branding on client exports and shared links. Custom domain and theming.
Editing & canvas
Compare competitorsGenerate → edit inline instead of exporting to Photoshop. The image-first competitors all ship canvases.
Inpainting & generative fill
Paint over any region and regenerate it — swap a prop, fix a hand, change a background. Adobe Firefly's core.
Magic eraser / object removal
Remove unwanted objects, people, or text with one click.
Upscaling & enhancement
4× upscale for print and paid media; sharpening and restoration for older source photos.
Accurate text-in-image rendering
Legible on-product text and signage. Ideogram is the leader; Flux is close behind.
Real-time generation canvas
Live Krea-style canvas: arrange props, sketch, and see results update instantly.
One-tap background removal
Pull a clean cutout of any Expert, prop, or generated image — batch-ready.
Export & platform presets
Compare competitorsShip export presets for every ad platform and marketplace so marketers stop re-cropping.
One-click platform exports
Instagram Feed, Reels, Stories, TikTok, YouTube Shorts, LinkedIn, Pinterest, Amazon, Shopify — correct sizes, ratios, and file specs.
4K video export
High-res exports for premium placements and CTV. HeyGen Pro and Synthesia Creator ship 4K.
Marketplace auto-resize
Amazon A+, Shopify hero, Etsy listing, Depop thumbnail — resized with safe-area padding.
Bulk export with naming templates
Name files by campaign, Expert, and variant. Auto-organize downloads into folders.
Content automation
Compare competitorsTake the whole brief and produce finished UGC. Turn URLs, PDFs, and transcripts into campaign-ready content.
URL → full video ad
Extend the free URL→Ad Concepts tool into finished renders with Expert, Props, and voice. Creatify's 'paste URL, get 10 ads' workflow.
AI video assistant
Drop a doc or brief and get a proposed storyboard, script, and render queue. Synthesia's Video Assistant.
AI screen recorder
Browser extension that records, transcribes, and splits into scenes. Synthesia's extension.
Reference-video remake
Upload any UGC video; AI extracts the structure, hooks, and shot list, then rebuilds with your Expert and Props.
Models & rendering quality
Compare competitorsWe don't compete on raw model quality — Midjourney, Flux, and Sora will always lead there. We keep pace and give power users model choice so the workflow stays specific to UGC.
Model picker (Gemini, Flux, SDXL)
Choose the best model per job — Gemini Nano Banana, Flux, SDXL, Ideogram. Power-user flexibility.
Custom style training (LoRA)
Fine-tune a style on your own reference set. Leonardo and Flux ship custom model training.
Hands, faces & product fidelity
Ongoing QA benchmark: fewer malformed hands, accurate facial identity, and pixel-accurate product reproduction.
Not a priority
Listed for transparency — we're explicitly not building these now. They'd either pull focus off the UGC wedge or compete with categories where we can't win.
Adjacent content types
Non-goal for now. Banner ads, decks, 3D, and AR each pull focus off the UGC wedge. Listed here so the door isn't closed — but nothing ships until the core bets are done.
Social captions in Expert voice
AI-written TikTok, IG, and LinkedIn captions that sound like the Expert's dossier — ready to post.
Banner / display ad generator
Auto-layout static banners from a render, headline, and CTA. AdCreative's core output.
Polished carousel builder
Upgrade Storyboards into an in-app carousel designer with text overlays, swipe hints, and template presets.
Sales decks & one-pagers
Generate product or pitch decks with Expert photos, Props, and brand voice.
3D product capture
Turn a product video into a rotatable 3D model for AR and PDP embeds. Luma's core.
Enterprise & compliance
Compare competitorsNon-goal. SOC 2, SCORM, and SSO is Synthesia's game — targeting it burns engineering time that should go into video and mobile. We'll revisit only when core bets are shipped and a sustained demand pattern emerges.
SSO (SAML, Okta)
Single sign-on for team plans. Required by most procurement.
SOC 2 Type II
Security and controls audit. Table stakes over $50k/yr ACVs.
ISO 42001 (AI management)
Responsible-AI certification. Synthesia's latest enterprise badge.
SCORM / LMS export
Export Animate videos into LMS-compatible packages. Opens the training-content buyer.
IP indemnification
Legal protection for generated content. Adobe Firefly and Getty AI sell on this.
Private deployment
VPC / on-prem option for regulated buyers.
Tool-level improvements
Planned enhancements attached to each step of the workflow.
Experts
- Voice cloning— Use your Expert's voice for video and audio. Same persona, same tone.
- Expert variants— A/B test different looks for the same persona. One backstory, multiple faces.
- Tone-of-voice captions— AI-written social captions in your Expert's voice. Ready to post.
Props
- Prop categories & tags— Organize your library with custom categories. Find the right prop in one click.
- 3D preview in scenes— See how your product sits in the scene before you generate. Adjust angle and placement.
- Brand kit sync— Pull in your logo and colors. Props auto-match your brand guidelines.
Workbench
- Batch generation— Queue multiple scenes at once. Same Expert and Props, different poses or settings.
- Negative prompts— Tell the AI what to avoid. Fewer retakes, more on-brand results.
Gallery
- Smart collections— Auto-group images by Expert, campaign, or date. No manual tagging required.
- Export presets— One-click export sized for Instagram, TikTok, Reels. No manual cropping.
Storyboards
- Storyboard to video— Turn frames into short-form video for TikTok, Reels, and Shorts.
- Content calendar— Schedule when frames go live. Queue storyboards and see what's next.
Competitive gaps
The shortlist of high-impact areas where we trail the leaders today. See every matrix in /compare.
End-to-end video workflow
Storyboard-to-video, multi-model rendering, B-roll, and in-app editing — the combined bar that MakeUGC and Arcads set for finished UGC.
Compare with competitorsVoice & multi-language
Voice cloning, speech-to-speech, and 30+ languages with lip-sync. HeyGen, Synthesia, Arcads, and Captions all lead here.
Compare with competitorsDeep batch generation
150+ variants in one action across Experts, Props, hooks, and CTAs. Arcads and MakeUGC built core workflows around this.
Compare with competitorsAd & competitor intelligence
Live competitor ad tracking, creative scoring, and ROAS attribution — Creatify and AdCreative's moat.
Compare with competitorsCaptions, dubbing & subtitles
Burned-in captions with style library and multi-language dubbing. Captions and CapCut set the standard.
Compare with competitorsPublic API
REST and streaming endpoints for photos, Experts, and Animate video. Arcads, HeyGen, Synthesia, and Pebblely already ship APIs.
Compare with competitorsBrand kit & guardrails
Colors, fonts, logo, and brand voice enforced on every render. HeyGen, Synthesia, and Canva all ship this.
Compare with competitorsTeams & collaboration
Shared workspaces, roles, and Figma-style commenting for agencies and brand squads. HeyGen, Synthesia, and Typeface lead.
Compare with competitorsMobile & extensions
Native iOS and Android apps plus a Chrome extension. Captions, CapCut, PhotoRoom, and Pixelcut all reach creators on their phones.
Compare with competitorsIn-app editing canvas
Inpainting, magic eraser, upscaling, and accurate text rendering inside the same tool. Ideogram, Flux, Krea, and Firefly all ship canvases.
Compare with competitorsHave a feature request or a priority vote? Tell us — we use it to decide what ships first.
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