BusinessRnD · draft v2 · built 2026-10-21 06:15 UTC
I5 · Ad-intelligence data asset — deep dive
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Data resale is banned and faceless channels barely grow. Only with your face on camera.Realistic: $0–2k/mo (my estimate) · Chance of $10k/mo: very low
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Prepared 2026-10-20 from four research notes and a read of your MediaMagic and LevchykUGS code. Estimates are labelled.
Bottom line
Keep I5, but sell judgement and production, not data. The one legal performance signal is EU reach, which Meta's API returns for every ad shown in the EU in the past year (Meta). But Meta's Platform Terms ban "selling, licensing, or purchasing Platform Data" (Meta), and Google forbids monetizing its transparency data (Google). So give rankings away; charge for teardowns, kits and community.
Your current "scraper" isn't an asset. It's a third-party Apify actor ($0.00075 per ad, 46,138 users), one of 10+ selling the same rows for $0.00015–0.0058 (Apify). Meta's Terms ban automated collection "regardless of whether… logged-in" (Meta). Move to the official API; first test whether Meta's ID check accepts you from Ukraine.
The obvious gaps are already closed. Agent access via MCP (Gethookd from $19/month on annual plans), hook and angle tagging (Atria from $129), an EU-reach filter (AdHeart, $69) and "clone this ad" statics already exist. Still open: finished AI-UGC video remakes of winners, single-niche verdicts, free public rankings, a sub-$40 tier, and MagicBrief's former users (it shut on 31 Jul 2026 — MagicBrief).
Distribution is the weak link. Audiences here belong to people on camera: Dara Denney has 150K YouTube subscribers after 598 videos and sells an $899 course (YouTube). Faceless teardown channels found have 0–53 subscribers. Without your face or a cloned voice, lead with data nobody else publishes.
Whop is the money rail, with two rules. It pays to a UAH account, charges 2.7% + $0.30 per card payment and can gate a web tool (Whop), but bans "data-scraping tools" and supplement sales (Whop). Paddle bans "community access" and marketing services: skip it.
The math (estimate): $10k a month ≈ 180 Scaling Room members at $39 plus ~80 kit sales at $49 average, after fees and tax. At 1% free-to-paid and ~17% monthly churn (beehiiv) that needs ~18k free subscribers. First kit sales in 2–4 weeks; $10k in 12–24 months, if at all.
Test for 30 days. On 20 Nov 2026, go if kits have earned ≥$500, the free list has passed 300 and ≥15 people have pre-paid for the Scaling Room.
Data you can legally use
Only EU transparency data gives a performance signal (reach); elsewhere you only see how long an ad ran.
Source
Signal
Coverage
Commercial use
Cost
You today
Meta Ad Library API
EU reach, total and by country, age and gender; targeting; payer; run dates
All ads shown in the EU or UK in the past year; political ads worldwide for 7 years
Analysis and commentary are fine; reselling data is banned
Free; ID check + developer app
Not used
Meta web Ad Library (scraping)
Active ads worldwide, start date, copy, landing pages, media
All countries
Banned by Meta's Terms, logged in or out
$0.00015–0.0058 per ad on Apify
Yes, via a third-party actor
TikTok Commercial Content API
"Number of people who have seen the ad", first and last shown, targeting
EU ads, until 1 year after last shown
By application; terms page unreadable
Free
No
TikTok Creative Center Top Ads
CTR percentile, likes, budget band, objective
A selection of top ads
Unknown
Free
Partly (trend radar)
Google Ads Transparency (BigQuery)
EEA impression ranges by country, first and last shown, targeting methods
All ads in the EEA and Turkey since Mar 2023, daily
Research only: "will not sell or monetize"
Free
No
LinkedIn Ad Library
B2B ads, run dates
Global web interface, no API found
Scraping banned
Free
No
X and Snap repositories
EU impressions, reach, targeting
EU ads, 12 months
Not checked
Free (X exports CSV)
No
Foreplay API, GetHookd MCP
Days running, persona, performance score, transcripts
Compute your own signals from the Meta and TikTok APIs: 7-day EU-reach growth, run length, live variants, country spread. Publish rankings free, each linked to its official library page.
Sell only what you add: verdicts, hook and angle labels, remix briefs, your own regenerated creatives. Never data rows.
For agents, the customer brings their own Meta token, so they are the API user; your code adds scoring and labels.
In videos, show short excerpts with commentary: US fair use and the EU quotation exception cover that (US Copyright Office; EUR-Lex), and YouTube allows "using clips for a critical review" (YouTube).
Keep scraped and Foreplay/GetHookd data out of anything public or paid.
flowchart TD
M["Meta Ad Library API - EU reach"] --> Y["Your scoring and teardowns"]
T["TikTok content API - EU reach"] --> Y
G["Google transparency data"] --> R["Research only - pick ads to study"]
R --> Y
Y --> F["Free rankings with links"]
Y --> K["Paid kits, teardowns, community"]
C["Customer's own Meta token"] --> A["Customer's agent runs your toolkit"]
S["Scraping the web library"] -.-> X["Never in a product"]
M -.-> Z["Reselling raw rows - banned"]
The market and its gaps
Tool
Price per month
Already sells
Gap left for you
Gethookd
$29–129 ($19+ yearly)
22M active Meta ads, MCP, transcripts, "Clone Ads" statics
No TikTok, no video
Foreplay
$59–459
100–200M ads, API (10k credits a month free), MCP, scripts, briefs
Niche verdicts, video
Atria
$129–959 (yearly billing)
AI tags for hooks, angles and personas; 600 MCP calls on its entry plan; statics
Finished AI-UGC video remakes of winners. Every "clone" feature found stops at statics, scripts or briefs.
One niche, with verdicts. Tools sell a search box; Foreplay's "Experts" page still says "Coming Soon" (Foreplay).
Free public rankings. Every competitor gates its data behind a trial.
Price. A $39 analysis tier sits under the $59–129 tools.
No longer gaps: MCP access, hook tagging, EU-reach filters, static clones, transcripts. A Skool look-alike, "Admode AI" (155 members), already pitches "AI ads built on Meta winners, made in Claude" (Skool).
quadrantChart
title Price vs depth of insight
x-axis Low price --> High price
y-axis Generic search --> Deep or unique
quadrant-1 Premium depth
quadrant-2 Cheap and deep
quadrant-3 Commodity search
quadrant-4 Pricey generic
Gethookd: [0.12, 0.45]
PiPiAds: [0.15, 0.35]
Swipekit: [0.18, 0.3]
AdHeart: [0.25, 0.4]
Minea: [0.3, 0.3]
Foreplay: [0.4, 0.65]
adlibrary: [0.55, 0.7]
Atria: [0.7, 0.75]
Motion: [0.95, 0.8]
I5 free board: [0.05, 0.55]
I5 Scaling Room: [0.2, 0.85]
The product ladder
flowchart TD
E["Official EU ad data"] --> S["Scoring and teardown engine"]
S --> B["Free public board"]
S --> V["Daily data shorts and carousels"]
B --> N["Free Monday Scalers email"]
V --> N
N --> K1["Niche winner kit - 39 USD"]
N --> K2["AI UGC remake kit - 79 USD"]
K1 --> R["Scaling Room - 39 USD a month"]
K2 --> R
N --> R
R --> T["Team plus agent toolkit - 99 USD a month"]
S --> O["Open-source MCP - free"]
O --> T
S --> AP["Apify actor - pay per result"]
Open the mockup: a sample Monday issue, the free board and plans (fictional brands).
Monday Scalers: free weekly issue and daily data shorts
What it is: A free Monday email plus daily 30–45-second videos and carousels: the ads that grew EU reach fastest this week in one niche, each torn down (hook, angle, why it works, what to steal) and linked to its library page.
Who uses it (people or agents): Media buyers, DTC founders, creative strategists, UGC creators.
Evidence of demand: Breakdown newsletters reach 130k readers (Marketing Examples) and 155k+ (DTC Newsletter) (Marketing Examples; DTC Newsletter). Motion uses a gated trends report as its lead magnet (Motion).
Why we can win: Nobody publishes free weekly EU-reach rankings; faceless channels repost clips without data.
Build effort (AI): 5–7 days: ingestion, scoring, templates, posting to YouTube, Instagram, LinkedIn ("Share on LinkedIn", 150 calls a day — Microsoft) and X ($0.015 per post — X).
Compute: Scoring: no model. Teardowns and scripts: your Claude Code subscription. Email: beehiiv free plan, up to 2,500 subscribers (beehiiv).
Pricing & revenue estimate: Free. Targets (estimate): 300 subscribers by day 30, 2,500 by month 4. Later, tool affiliate links may add $100–500 a month (Foreplay pays 20% for 12 months, via PayPal — Foreplay).
First step: Ship issue 1 on Monday 2 Nov 2026 for EU skincare and supplements.
I5.2
Public EU scaling board
What it is: A free site, one page per niche, ranking ads by 7-day EU-reach growth with run length, live variants, a hook label and a link to each library page.
Who uses it (people or agents): Buyers researching a niche; AI assistants citing live data.
Evidence of demand: Live first-party data still earns clicks and AI citations while republished data loses traffic (DirectoryGems); TikTok's free Top Ads proves the "sorted by reach" format (TikTok).
Why we can win: Competitors gate everything; free rankings with commentary are allowed, paid rows are not.
Build effort (AI): 3–4 days on Cloudflare Pages, rebuilt daily.
Compute: No model; labels are precomputed on your Claude Code subscription.
Pricing & revenue estimate: Free; feeds I5.1 and the kits. No Google data on it.
First step: Build the skincare and supplements pages from 2 weeks of API data.
I5.3
Niche winner kits
What it is: A download per niche: 50 scaling ads torn down, 100 opening hooks, 20 remix briefs and a test plan, refreshed quarterly.
Who uses it (people or agents): UGC freelancers, small DTC brands, junior media buyers.
Evidence of demand: Similar Gumroad kits sell for $9.99–139, the priciest "updated every month" (Gumroad; Gumroad search). Ad-creative Skool groups hold 1k–15k members (Skool).
Why we can win: Built from verified EU-reach winners in one niche, not generic templates.
Build effort (AI): 3–5 days for the first kit, then 2 days per niche.
Compute: Your Claude Code subscription.
Pricing & revenue estimate: $39, or $99 for 3 niches. Estimate: 10–25 sales in month 1 and 40–80 a month by month 6 if the list grows.
First step: Kit 1 on Whop by 6 Nov. You sell analysis, not supplements: keep health claims out of templates.
I5.4
AI-UGC remake kit
What it is: Ten winning ad structures, each remade as a finished AI-UGC video for a fictional brand, with the exact prompts, shot list, voice script and edit file to recreate it for any product.
Who uses it (people or agents): Brands and freelancers making AI-UGC with tools like Higgsfield, Kling or Veo.
Evidence of demand: Gethookd, Atria and adlibrary.com stop at statics or briefs (Gethookd; Atria; adlibrary.com); AI-UGC prompt packs already sell on Gumroad.
Why we can win: Your video stack already ships finished films with native speech.
Build effort (AI): 5–7 days per kit, including generation and QA.
Compute: Scripts: your Claude Code subscription. Video: the non-Anthropic credits you already pay for, once per kit, never per buyer.
Pricing & revenue estimate: $79, or $99 with a niche kit. Estimate: 5–15 sales a month at first; measure video cost per kit in week 2.
First step: Remake 3 structures from issue 1 as a free sample.
I5.5
Scaling Room
What it is: A paid Whop space: every teardown across 3 niches, a mid-week "new scalers" issue, a monthly niche report, 30% off kits, and a chat the AI answers from the library.
Who uses it (people or agents): Media buyers and small brand teams wanting conclusions, not a search box.
Evidence of demand: Media Buying Academy has 14,845 Skool members; a UGC creative-strategy group charges $80/month (Skool). But AI Video Bootcamp charges $9/month (Skool) and tools start at $19–59.
Why we can win: A weekly data asset nobody else has, priced below the tools.
Build effort (AI): 2–3 days; Whop's Forums app emails every post, so it doubles as the paid newsletter (Whop).
Compute: Answers and reports drafted on your Claude Code subscription; no live chatbot.
Pricing & revenue estimate: $39/month or $349/year; $29 for the first 50. No lifetime deals (Whop bans them). Estimate: 15 presales by day 30; 180 members (≈ $7k/month) is a 12–24-month outcome.
First step: Open the presale in week 3 with 2 sample issues.
I5.6
Agent toolkit: open-source MCP and an Apify actor
What it is: An open-source MCP server and agent skill: the customer's agent fetches ads with their own Meta token, and your code scores, groups variants and labels them. Premium labels unlock on the Team plan via Whop's access check (Whop). The same scoring sells as an Apify actor.
Who uses it (people or agents): Agencies' AI agents, Claude Code and Cursor users, Apify buyers.
Evidence of demand: Apify's top two Meta ad scrapers have ~46k and ~45k users, 7–9k active monthly (Apify); none of the top "winning ads" actors gives a score or EU-reach ranking (Apify). Atria charges $129/month for 600 MCP calls.
Why we can win: You sell scoring, not rows, and nobody else offers an EU-reach growth score.
Build effort (AI): 4–6 days, sharing code with I5.1 and the Apify setup with I1.
Compute: Customer-side (their agent, their token); the actor runs plain code, no model.
Pricing & revenue estimate: MCP free, as distribution. Team $99/month: 3 seats, premium labels, 2 extra niches. Actor ≈ $3 per 1,000 scored ads (estimate). Customers must also pass Meta's ID check, so expect $100–500 a month in year 1.
First step: Publish the MCP on GitHub with a 3-minute demo in week 4.
Where the AI compute runs
Step
Runs on
Who pays
Notes
Pull EU ads via Meta and TikTok APIs; reach growth, run length, variants
No model
You (free APIs, your server)
Reuses MediaMagic ingestion
Transcribe ad audio
No model
You (server CPU)
Local open-source Whisper, no API
Hook, angle, format labels; "likely AI-made" flag
Claude Code subscription — operator
You (subscription)
Precomputed for top ads, ~200–300 a week (estimate)
Teardowns, issues, scripts, carousels, kits
Claude Code subscription — operator
You (subscription)
Your own content
Voice and video for shorts and remakes
Claude Code subscription — operator
You (existing video credits)
Once per asset, never per customer
Public board and member pages
No model
You (Cloudflare, ~$0)
Static, rebuilt daily
Scaling Room answers
Claude Code subscription — operator
You (subscription)
Drafted from the library; no live chatbot
MCP toolkit queries
Customer-side
Customer (their agent and Meta token)
No model on your side
Apify actor runs
No model
Customer, per result
Plain scoring code
Live "ask AI about this ad" chat (not planned)
Approved paid provider
You, per use
Only with your approval
Next steps
gantt
title First 30 days from 21 Oct 2026
dateFormat YYYY-MM-DD
axisFormat %d %b
section You once
Meta ID check and developer app :a1, 2026-10-21, 3d
Whop KYC and TikTok API form :a2, 2026-10-21, 3d
section AI builds
EU reach pipeline for 3 niches :b1, 2026-10-22, 6d
Public board and free email :b2, after b1, 4d
Niche kit and remake samples :b3, 2026-10-28, 9d
section Publish and sell
Daily shorts and carousels :c1, 2026-11-02, 18d
Monday issues :c2, 2026-11-02, 18d
Scaling Room presale :c3, 2026-11-09, 11d
MCP toolkit and Apify actor :c4, 2026-11-11, 7d
section Decide
Day 30 go or kill :milestone, m1, 2026-11-20, 0d
I do:
Week 1: add the official Meta API (and TikTok's, once approved) to the MediaMagic ingestion; scoring and labels; confirm niche 1 (default: EU skincare and supplements, then sleep and AI apps).
Week 2: public board, free list, issue 1 on 2 Nov, daily posting via the YouTube, Instagram, LinkedIn and X APIs, kit 1 on Whop.
Confirm your identity at Facebook.com/ID and create a Meta developer app; tell me if Ukraine is refused.
Submit the TikTok Commercial Content API form (reply within 2 working days).
Whop KYC and a UAH payout account (ask if your FOP account works).
Accounts: beehiiv (free), a LinkedIn developer app with "Share on LinkedIn", an X developer account with a few dollars of credit.
Choose the face: brand name only, your name, or your cloned voice (30 minutes of recording).
Agree to two rules: no resale of ad data, and no live customer chatbot.
You do recurring (about 15 minutes a week): approve claims about results; optionally record a 60-second weekly take (likely the biggest growth lever); check Whop payouts land in your FOP account.
Go/kill thresholds:
Day 7: you have Meta API access. If the ID check fails, fall back to TikTok data, run length and commentary, and halve the targets.
Day 30 (20 Nov 2026):go if kits earned ≥$500, the free list is ≥300 and the Scaling Room has ≥15 presales. Kill if kits are under $150 and the list under 100. In between: one more 30-day cycle on a second niche.
Day 90:go at ≥$1.5k a month with Scaling Room churn under 15% a month; otherwise fold the engine into I1 (Apify) and your own ads in I3.
Risks and open questions
Meta's ID check from Ukraine is unconfirmed; without the API there is no legal reach signal.
Grey line: whether rankings derived from API data count as "Platform Data" is unclear (Meta's FAQ wasn't readable). Keep rankings free, linked, with no bulk exports.
Whop could read the product as a "data-scraping tool" and hold payouts. Describe it as research and analysis; keep scraping out.
Growing without a face has a near-zero base rate here; a cloned voice is untested.
Clones: look-alike communities launch monthly; free rankings are easy to copy. Your edge is cadence and remakes.
Copyright: brands may object to excerpts. Use frames plus commentary, link to the library, remove on request. Content ID on ad clips is untested.
EU-only signal: US-only brands never show up, and US-focused buyers may discount it.
Churn ~17% a month in money niches: push annual plans.
Private data: Foreplay and GetHookd data and the private Kaye corpus never go into products. Remove MediaMagic's secrets and CAPTCHA-bypass code before open-sourcing anything.
Open questions: Skool payouts to Ukraine, Whop and FOP accounts, TikTok's API terms, X's rules for automated accounts.