Replication audit · IDX_010 · Scoring 3.0 · prices v3.0 (2026-07-20)
Can you replicate the “$2,000/week AI grandma” claim? The arithmetic says: not in a week.
01 The claim
“The video creator used AI to make $2000 profit in one week by creating videos of a 70-year-old grandma. Monetized through TikTok Shop Affiliate.”
The score says the mechanism exists and the costs are survivable. This audit asks the next question: what would it actually cost you to replicate it, and where does the claimed 7-day window break?
02 Honesty block
Every number below carries one of three labels. Receipts beat vibes — and a modeled number is not a receipt.
| Verified | Measured directly, or read off a dated public price list. Nothing in this row is an estimate. |
| Modeled | Stack + unit costs from pricing tables v3.0 (2026-07-20). |
| Unverified | Creator’s $2,000 revenue, their audience, their conversion rate. |
03 The stack Modeled
Priced bill of materials for one AI-grandma video pipeline. Prices from tables v3.0, dated 2026-07-20.
| Component | Role | Price | Per 30s video |
|---|---|---|---|
| Google Veo-class video gen | Grandma footage | ~$0.10/s metered | ~$3.00 |
| ElevenLabs TTS | Voiceover | $0.05/1k chars | ~$0.02 (≈400 chars) |
| CapCut Pro | Edit, captions, export | $19.99/mo | fixed |
| TikTok account + Shop Affiliate | Distribution + monetization | $0 | $0 |
| Stack total | $19.99/mo fixed | + ~$3.02 variable | |
Full cost picture
The tool bill is the part everyone quotes. These are the three buckets that decide whether you actually make money — including the two the screenshots leave out.
Before your first video $19.99
Every month you keep going $19.99/mo
Every video you publish $3.02 + your time
Why the per-video number is $25.52, not $3.02
- cash cost: $3.00 generation + $0.02 voiceover = $3.02
- labor: 45 min × $30/hr = $22.50
- true cost per video = $3.02 + $22.50 = $25.52
- the break-even table below runs on the cash $3.02 so it stays comparable to the claim — the $25.52 is what decides whether the work is worth doing at all
04 The math Modeled
True cost per video
- generation: 30s × $0.10/s = $3.00
- voiceover: ≈400 chars × $0.05/1k = $0.02
- your time: 45 min × $30/hr = $22.50
- true cost per video = $25.52 ≈ $25.50 (before $19.99/mo fixed)
What a video earns
TikTok Shop affiliate commissions run 5–20% of sale price, set per seller and category. On typical $20–$100 items that is roughly $1–$20 per converting sale. The creator’s conversion rate is Unverified, so we model three average commission yields per posted video.
Break-even table (cash basis, labor excluded)
| Avg commission / video | Cash net / video (−$3.02 variable) |
Videos to cover $19.99/mo fixed |
Videos to net $2,000 cash |
In 7 days that is |
|---|---|---|---|---|
| $5 | $1.98 | 11 | 1,021 | ≈146/day |
| $10 | $6.98 | 3 | 290 | ≈41/day |
| $20 | $16.98 | 2 | 119 | 17/day |
Sanity checks
- 119 × $16.98 = $2,020.62 ≥ $2,019.99 needed ($2,000 + $19.99 fixed) — clears
- 118 videos falls short at $2,003.64 — 119 is the floor
- 119 videos × 45 min = 89.3 hours of production in one week (12.8 h/day)
- at $10 average: 217.5 hours — more than 31 h/day, which does not exist
- labor at $30/hr → any average commission under $25.52/video is net-negative: you are paying to work
05 The steps Modeled
Path to your first published video — each move with what it costs and how long it takes. Generic until our probe runs; the launch playbook replaces this with the measured sequence, including where we got stuck.
Open the account and apply to Shop Affiliate
Create the TikTok account and apply to TikTok Shop Affiliate. Note the follower minimum on fresh accounts — this is the hidden queue that sets your real start date (see 08).
Pick one product niche
Choose a niche paying 10–20% commission with enough sellers to swap products without changing your format. One niche — switching formats resets your learning.
Script 30 seconds
Hook, one product point, call to action — about 400 characters of voiceover. Longer scripts cost more to voice and convert no better.
Generate the footage
Render ~30s of grandma footage on a Veo-class model at roughly $0.10 per second. This is your single largest variable cost — every retry costs another $3.
Voice, assemble, export
Generate the voiceover, then assemble and caption in CapCut and export vertical 9:16.
Publish — and log your real numbers
Publish with the affiliate product link. Record your actual cost and actual minutes against the modeled $3.02 and 45 min. Those are your first two real data points — from here you are working from receipts, not our model.
06 Where this dies
- Synthetic-content account bans. TikTok enforcement on undisclosed AI-generated people is active and inconsistently applied. One strike can zero the distribution channel — and the account is the entire business.
- Commission clawbacks. Returns and cancellations claw back affiliate commissions before settlement. Gross commission on screen is not net commission in the bank.
- Payout latency vs the claimed window. ~15–45 day settlement means the “$2,000 in one week” framing cannot be cash-in-hand in one week, even if every other number holds.
- Saturation of the AI-grandma niche. The format is cheap to copy — that is the pitch — so feeds flood with clones and per-video reach decays. Early-mover screenshots do not price in the crowd they attract.
07 Go/no-go gates
Pre-committed stop rules. Decide them now, while you are sober about the math.
- Gate 1 · week 1First video live with all-in spend ≤ $30 (modeled: $19.99 CapCut + $3.02 variable = $23.01). If setup costs blow past $30, the cost model is already wrong — stop.
- Gate 2 · weeks 2–3Average ≥ 1,000 organic views per video across your posted set. Below that benchmark the reach that carries the whole model is absent — stop.
- Gate 3 · month 1Settled commissions ≥ stack cost ($19.99 + variable spend). If not, the arithmetic is telling you plainly: you are paying to work.
08 Time-to-first-dollar Modeled
| Stage | Fast path | Typical |
|---|---|---|
| Account setup + first video produced | 2 days | 4 days |
| Shop Affiliate approval (follower minimum on a fresh account) | 7 days | 14 days |
| First converting sale after approval | 3 days | 7 days |
| Commission settlement (delivery + return window) | 15 days | 24 days |
| First withdrawable dollar | 27 days ≈ 4 wks | 49 days ≈ 7 wks |
Playbook · Pro
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