Connects AI-generated video ad variants to ad platform performance data, showing agencies which creative actually converts; billed per connected ad account to performance marketing agencies and DTC brands. · AI video ad analytics
DEAD SLOW · CAUTIOUS
5.6 ShipScore / 10
Strongest is time-leverage; weakest is entry — cloneable creative analytics, ad-API dependent.
Condition: Only build if you secure durable ad-platform API access and a wedge the AI-variant crowd lacks — e.g., agency multi-account rollups or verified creative-to-ROAS attribution surviving privacy loss.
Part I — The Verdict what the instruments read
01 — The ShipScore breakdown
Control
4
C4 — core value lives on Meta/TikTok ad APIs, revocable
Entry barriers
3
E3 — DAIVID, Creatify, Hookd plus vibe-coded Meta analytics clones already shipping
Need
6
N6 — no corpus spend data; established paid creative-analytics category, undifferentiated wedge
Time-freedom
8
T8 — per-account SaaS billing, automated ingestion, no per-client labor
Scale
7
S7 — global DTC brands and performance agencies, but SMB-capped ACV
What the five commandments measure
C — Control
Do you own the customer, or does a gatekeeper stand between you and revenue?
E — Entry
How hard is this to copy once it works? A rival's existence isn't the question — the durability of their advantage is.
N — Need
Is demand proven with money rather than vibes?
T — Time
Can income detach from your hours, or did you buy yourself a job?
S — Scale
How far does it reach without linear cost?
Scored on the evidence below, against CENTS as we've adapted it plus a Buffett-style moat reading of every rival — the same referee for every idea, including the ones we generate ourselves. The verdict follows the arithmetic: we never relabel a score to make it read better, and the weakest commandment is always named. The exact rubric stays in-house so the scale can't be written for.
02 — The pace test — $1M/yr
At $249/mo (assumed category price), you need 335 subscribers for a $1M/yr pace.
No tracked rivals with verified revenue to benchmark against.
Part II — The Evidence the receipts, good and bad
03 — Rival scan
No similar products found in the radar corpus — either genuinely novel, or too small to track.
DAIVID — Already sells creative performance-to-business-results analysis; direct overlap with the core promise.
Creatify AI — AI ad library plus remix — owns the generation side and can bolt on analytics.
Hookd AI — Creative intelligence positioning with active launch chatter; same buyer, same pitch.
04 — Demand evidence
No radar-tracked products, no funded companies, no Reddit signals — verified demand evidence is absent.
X chatter shows multiple simultaneous launches (DAIVID, Creatify, Hookd) — founders betting the buyer exists.
Reported 'solid engagement on AI creative testing/generation tools' but 'limited broad SaaS adoption signals'.
Recurring complaints about privacy breaking conversion/attribution tracking, especially TikTok — the pain is real but worsening.
05 — Risks
Attribution decay: privacy changes undermine the creative-to-conversion link your product sells.
Vibe-coded Meta creative analytics tools commoditize the dashboard in a weekend.
Agencies already have Meta Ads Manager reporting; proving incremental value is a hard sell.
Two jobs in one (generate variants + analyze) means losing to focused specialists on both sides.
06 — Kill switches — what kills this with one decision
Meta Marketing API — Tier limits or policy change on creative-level data cuts off the product's entire input.
TikTok / Google ad data access — Privacy-driven restriction of conversion attribution guts the 'which creative converts' claim.
Meta native creative reporting — Platform ships free creative-performance breakdowns and the paid layer becomes redundant.
Part III — The Plan if you insist on proceeding
07 — What this scan can't tell you
Cannot tell whether DAIVID, Creatify or Hookd have any paying revenue or retention.
No data on agency willingness to pay per connected ad account, or the real price ceiling.
Cannot verify current Meta/TikTok API terms for creative-level performance data at scale.
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-09-27.
08 — The wedge & the next step
Agency-side multi-account creative rollups: one dashboard ranking winning hooks across every client account, priced per connected account — what single-brand tools and generators can't do.
Cheapest next step: Message 15 performance agencies on X/LinkedIn with a Loom of a mocked multi-account creative leaderboard; ask for a $249/mo pre-pay for two connected accounts.
Not quite it? Spin the model
Business-model variations of this idea, engineered to beat 5.6 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.
One evidence-backed gap a day, free
Close — but conditional. Every morning the engine files one mined gap, scored on the same harsh scale as this one. Free at 7am AEST, unedited.
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Monitor this idea
Weekly re-scan against the live corpus. If the market moves this ShipScore by a point, or flips the verdict, you hear about it. Free while we're small.