# COCONVO RECREATE — STRATEGY PLAYBOOK
*Research-backed positioning, features, economics, and KPIs · July 2026*
*Companion to `recreate.html` (the feature page) and `assets/RECREATE-ENGINE-PROMPT.md` (the backend engine prompt).*

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## 0. WHAT RECREATE IS (one line)

Drop ANY asset — photo, video, product listing, link, or a voice description — and coconvo's engine analyzes it with perception science, explains *why* it underperforms, and recreates it: more beautiful, higher-converting, legally distinct, and still faithfully **yours**.

Recreate is a **main feature of the coconvo workspace**, not a separate product or SKU. It runs on the same credits and the same Free / Pro / Architect tiers as the rest of coconvo.

## 1. WHAT THE MARKET IS SAYING (deep-research findings)

**The trust collapse is the opportunity.** Consumer enthusiasm for AI-generated creator content fell from 60% (2023) to 26% (2025) even as 87% of creators use AI more. In January 2026 YouTube terminated 16 channels (4.7B lifetime views, ~$10M/yr ad revenue) — not for using AI, but for mass-produced "AI slop." Platforms and audiences now reward *human-directed* AI work and punish generic generation. Value is shifting to taste, systems, and human authorship.

**Implication:** do NOT position Recreate as a generator. Position it as an *elevator* — "your work, made undeniable." This is the only AI story that survives the backlash, and no incumbent owns it.

**Documented competitor pain (verbatim complaint themes):**
- PhotoRoom: pro-subscription bugs, AI-only support driving cancellations, object removal leaving blurry fill, artificial-looking lifestyle scenes, credits quietly renewing monthly instead of weekly, limited consistency controls. Trustpilot rating has cratered on billing complaints — which is why "a human answers your email" is a Pro bullet on the page.
- Pebblely: reference images sometimes ignored → inconsistent results; human models don't work; restrictive themes; no refunds.
- Flair AI: fails on fine text and reflective surfaces.
- Canva AI: template-first; doesn't analyze or elevate user work.

**Unmet needs no one serves:** an explanation of WHY a design underperforms; results that stay faithful to the user's actual product; consistency/brand controls; editable (not flattened) output; legal distinctness assurance; human support.

**Demand ranking (sets the demo scenario order on the page):** freelance-marketplace demand indexes rank thumbnails > social templates > product photos — so the lab rotates **YouTube thumbnail → Etsy listing → Instagram post**.

## 2. THE FEATURES CREATORS ARE CRYING OUT FOR

1. **The Eye-Flow Map** — animated gaze-path overlay on results. Nobody has it; it's the screenshot magnet and the trust-builder in one.
2. **Faithfulness guarantee** — never replace the user's product with an invented one (directly answers Pebblely's #1 complaint).
3. **Brand kit + consistency mode** — same style across a whole shop/feed (PhotoRoom's documented gap). Architect tier.
4. **Editable export** (Canva/Figma), not just flat PNGs — buyers of templates need to personalize.
5. **Human-authorship receipt** — a "human-directed" provenance note on exports, turning the AI-slop crackdown into a selling point.
6. **Listing copy rewriter** — title/13-tag/description engine bundled with the visual recreate (listings are text + image; competitors only do image).
7. **Batch mode** — recreate 20 listings overnight (sellers' most-requested workflow). Architect tier.
8. **Trend Radar** (later) — what's converting in your niche this week, so recreates track demand.
9. **Real human support** — PhotoRoom's AI-only support is a churn driver; make "a human answers" a feature.

## 3. COMPETITIVE ADVANTAGE & UNIQUENESS

Coconvo Recreate is the only product that: takes ANY input (photo, video, listing, link, voice) → explains the why with perception science (50 ms focal rule, three-tier hierarchy, reading gravity, squint test) → returns a legally distinct, editable, upscalable original → and packages the whole thing as a shareable Recreate Report. The moat compounds: every scored before/after grows a proprietary taste-eval dataset; the shared report is a viral unit; the any-input pipeline is real engineering surface, not a prompt wrapper. And uniquely for coconvo: **voice is a first-class input** — the same orb that writes your book can brief a recreate.

## 4. UNIT ECONOMICS (verify prices at build time — July 2026 rates)

| Cost item | Model | Per unit |
|---|---|---|
| Vision analysis | Claude / Gemini Flash | $0.005–0.02 per job |
| Image variants (×4) | Imagen 4 Fast $0.02 · GPT Image 1.5 $0.009–0.17 · aggregators $0.008–0.04 | $0.08–0.16 |
| Upscale | Real-ESRGAN / Clarity via fal/Replicate | $0.004–0.05 |
| Voice | Browser Web Speech API free · Whisper fallback | $0–0.006/min |
| **Full recreate job** | | **≈ $0.11–0.24** |

Credits: one recreate ≈ analysis + 4 variants + 1 upscale ≈ 2–3 credits at coconvo's ≥80%-margin pricing. Pro (100 credits, $14.42/mo effective annual) ≈ 40 recreates/mo → healthy margin at the value-tier model mix (~60% worst-case if every job runs premium models).

## 5. PRICING (existing coconvo tiers — Recreate adds bullets, not SKUs)

- **Free $0** — unlimited on-device dictation · 5 premium credits/day (first recreate free, no signup gate on the wow) · full report (score, notes, eye-flow) · watermarked exports ("Made with coconvo ✨" — every share is an ad).
- **Pro $14.42/mo effective annual ($18 monthly)** — 100 credits ≈ ~40 recreates · 4 variants + upscaler · listing copy rewriter · watermark removed, editable exports · **a human answers your email** · everything else in coconvo Pro.
- **Architect $38.42/mo effective annual ($48 monthly)** — 500 credits · batch mode (20 listings overnight) · brand kit + consistency mode · AI website & pitch-deck export · 60+ languages · priority engine.

## 6. RETENTION & CONVERSION FUNNEL (research-backed placements)

Shared Recreate Report → watermark click-through → **first recreate with NO signup** (aha in <3 min; gate the download, never the wow) → email capture at export → weekly digest (your scores, one tip, one trending style) → streaks + visible credit scarcity → Pro upgrade at the upscaler/editable-export gate.

Placement rules baked into the page: one primary CTA per screen, bottom-center thumb zone (sticky CTA); credits visible at all times in the app (scarcity); share affordance on the report ("screenshot-ready"); empty states teach; running-low is a soft toast, never a mid-flow paywall.

## 7. PAGE PLACEMENT RATIONALE (recreate.html)

- **Voice orb hero** — the signature coconvo brand moment, consistent with demo.html and book.html; tap-to-speak with live waveform and word-by-word transcript.
- **The lab auto-plays** — a visitor who never clicks still sees the whole loop: listening → scan-beam analysis with live checklist and six filling axes → before/after slider → eye-flow map → score count-up → recreate-note cards → words-rewritten panel.
- **Scenario order = demand order** — YouTube thumbnail → Etsy listing → Instagram post.
- **Before/after mocks are drawn in CSS** — the "before" is deliberately cluttered (font salad, five competing texts, product lost in props) and the "after" demonstrates the exact perception rules the engine preaches. The demo is the proof.
- **Eye-flow never renders over the "before" half** of the slider (it describes the after design).
- **Wounds before features** — lead with the three researched market pains (visual drift, the slop penalty, "nobody explains why"), then answer each with a signature feature.
- **Kill line** closes: "They generate. We recreate — yours."

## 8. KPIs

North star: **weekly recreates shared.** Activation: first recreate <3 min from landing. D7 retention ≥25%, D30 ≥12%. Share rate ≥20% of completed reports. Free→paid 6%. Monthly churn <5%. LTV:CAC >4, payback <3 months. Quality guardrail: average after-score ≥85 and result-kept rate (user keeps/downloads the recreate) ≥70%.

## 9. ROADMAP

- **Now (page + engine prompt):** recreate.html live, engine prompt versioned in assets/, cross-linked from index/demo/book.
- **Next:** wire `assets/RECREATE-ENGINE-PROMPT.md` into `workers/` behind a feature flag so the app.html workspace runs real recreates (analyze → variants → upscale pipeline, jobs stored for the gallery).
- **Then:** brand kit, batch, editable Canva/Figma export · video & thumbnail analysis · Trend Radar · A/B outcome predictor · Shopify/Etsy apps.

## 10. SOURCES

- Digiday — creators' authenticity in high demand after AI oversaturation
- Brand24 — Why people hate AI content (2026 research)
- ScaleLab / TNW — YouTube's 2026 AI-content crackdown and its collateral damage
- eesel + Trustpilot — PhotoRoom review themes 2026 (support, billing, artificial scenes)
- NeuroDigital — Pebblely review (reference drift, no refunds)
- Digital Applied — AI product photography tools, e-commerce 2026 guide
- Envato / Tubik / Medium — 2026 UI trends (calm interfaces, dark glassmorphism)
- IntuitionLabs / Digital Applied / BuildMVPFast — AI image generation pricing, 2026
- Fiverr demand index (June 2026) — thumbnails > social templates > product photos