What this validates
Pipeline works end-to-end. Website + Meta Ad Library + Google Ads Transparency scrape cleanly via Firecrawl. Markdown captures real ad data; full-page screenshots saved as local PNGs.
Organic IG / FB / LinkedIn blocked by Firecrawl policy. Decision: drop organic from v1, focus on ads + website (highest-signal data anyway).
Already a useful divergence: GOLFTEC UAE leans on Google (56 ads, 1 Meta). Five Iron Golf Dubai leans on Meta (27 ads, 2 Google). Two opposite paid-acquisition playbooks for SwingFIT to study and pick from.
Meta Ad Library (snapshot)
Sample active ad (full creative + copy)
+26 more ads in Library — full per-ad scraping demonstrated above is the v1.1 enhancement.
Open full markdown
Saved at snapshots/2026-05-13/five-iron-golf-uae/meta-ads.md (35 KB, 27 Library IDs found).
Google Ads Transparency (snapshot)
Only 2 ads detected pointing to fiveirongolf.ae. Meta-heavy strategy.
Website (homepage excerpt)
snapshots/2026-05-13/five-iron-golf-uae/website.md.Baseline observation: Five Iron Dubai launched at least 3 new Meta ads on May 4, 2026 (about a week before this scan). Watch for the Library IDs 2463265317419423, 2471103459977489, 1861785311892738 next week — if still active, this is a sustained push; if paused, they were testing.
Meta Ad Library (snapshot)
Only 1 historical ad — a Nov 2025 sponsored post by Arabian Gazelles (women's supercar club) tagging GOLFTEC. Not their own paid creative. GOLFTEC UAE is not running paid Meta ads under this keyword search at the time of scan.
Google Ads Transparency (snapshot)
56 ads from multiple advertiser accounts all pointing to golftec.ae. Suggests an aggressive Google Search/Display strategy with multiple ad units — possibly franchise-level + global brand-level both bidding on Dubai terms.
Website (homepage excerpt)
Strategic read: GOLFTEC competes on Google search intent ("golf lessons Dubai", "club fitting Dubai") rather than Meta interruption. They're the closest archetype to SwingFIT but optimized for high-intent capture, not feed-discovery. Worth studying their Google Search ad copy patterns when next-week's diff shows more ad cards.
Notable moves this week
Baseline run — no diffs yet. Next Monday's scan will compare against today's snapshot. First "what changed this week" data lands 2026-05-18.
Pipeline health
| Source | Status | Notes |
|---|---|---|
| Website (markdown) | ✓ Works | Clean, fast (~4s/site) |
| Meta Ad Library | ✓ Works | Need --wait-for 5000 for JS render. Screenshot + markdown both useful. |
| Google Ads Transparency | ✓ Works | Captures total ad count, multiple advertiser accounts visible. |
| IG / FB / LinkedIn (organic) | ✗ Blocked | Firecrawl policy. Dropped from v1 scope. |