MakerSquare · Channel Playbooks · Settings + Keywords
Per-channel: the keywords to target, the campaign settings, bidding, budget thresholds, targeting, creative specs, and the traps. Researched against current (2026) platform guidance. Pair with the creative suite for the ads themselves.
01 Google Search
Use Search (not Performance Max) — you want keyword control and search-term transparency for a low-volume niche. One campaign per audience so budgets don't compete.
The "ai training data / dataset / model" cluster is a trap — that's people building AI, not learning it, and it has real volume at $30+ CPC. Block it.
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Review search-term report weekly minimum and keep adding. Broad match without this = wasted spend.
| Keyword | Vol | CPC | Match |
|---|---|---|---|
| Ad group 1 · Team / corporate training → /pricing.html + /corporate.html | |||
| ai training for employees | 320 | $51.63 | Exact + Phrase |
| employee ai training | 10 | $77.72 | Exact |
| corporate ai training | 50 | $37.33 | Phrase |
| ai training for teams | 20 | $31.81 | Phrase |
| ai training company | 320 | $11.58 | Phrase |
| ai training program(s) | 720 | $15.94 | Phrase |
| ai upskilling | 210 | $15.58 | Phrase |
| ai skills training | 260 | $8.09 | Phrase |
| Ad group 2 · AI adoption / literacy → /corporate.html | |||
| ai adoption | 1,000 | $19.68 | Phrase |
| ai literacy training | 320 | $6.08 | Phrase |
| generative ai training | 320 | $16.23 | Phrase |
| Ad group 3 · Individual bootcamp → /enroll.html | |||
| prompt engineering course | 2,900 | $8.96 | Exact + Phrase |
| ai bootcamp | 2,400 | $10.06 | Exact + Phrase |
| ai training certification | 480 | $14.35 | Phrase |
| ai course | 110 | $12.13 | Phrase |
| learn ai | 90 | $13.38 | Phrase |
| no code ai course | 50 | $14.77 | Phrase |
| Ad group 4 · Broad (turn on only after ≥30 conv/mo + negatives live) | |||
| ai training | 9,900 | $12.14 | Broad |
| ai training courses | 3,600 | $13.67 | Broad |
Skip: "ai governance training" (1,300/mo, low difficulty) looks tempting but it's compliance/risk training — not our build-focused offer. Only chase it if the curriculum actually covers governance.
02 Meta — Facebook + Instagram
03 X (Twitter)
04 TikTok
05 Giant negative keyword list
Add these as an account-level negative keyword list in Google Ads (Tools → Shared library → Negative keyword lists → apply to all campaigns). Use phrase match for multi-word terms and broad for single words. Same list doubles as exclusions/keywords-to-avoid on X & TikTok. ↓ Download the flat .txt for bulk paste.
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The one that matters most: the "building AI / data / model" bucket. "ai training" broad-matches to "ai training data", "ai model training", "ai training dataset" — high volume, $30+ CPC, and the exact opposite of a buyer. If you add nothing else, add that bucket.
Review the search-term report weekly and keep appending. This list is the starting floor, not the finish line.
06 Universal rules