Lab All experiments

Meta demand in Lebanon

Live Lebanon audience-size proxy via Meta Delivery Estimate (interest + country LB).

What this measures. Not purchase volume — a demand proxy: estimated Meta audience size in Lebanon for each interest/category. Requires your Marketing API token + ad account (kept in private/meta-demand.env).
Credentials needed. On the server, edit /var/www/sites/creative_technologist/private/meta-demand.env:
META_ACCESS_TOKEN=your_user_or_system_token
META_AD_ACCOUNT_ID=1234567890
META_GRAPH_VERSION=v22.0
Token needs ads_read (or ads_management). Ad account must be able to target Lebanon. Then reload this page and run the probe.

Lebanon demand probe

Checking configuration…

Uses Targeting Search → Delivery Estimate with countries: ["LB"]

Results (LB audience range)

# Query Matched interest LB audience Midpoint
Research notes & API limits
Source Lebanon? What it gives
Delivery Estimate Yes — LB Audience size range for interest + geo (this page).
Targeting Search IDs global Resolves category names → interest IDs.
Ads Insights Your ads only Spend/clicks for your catalog — not market-wide.
Ad Library API Weak for LB commercial Not a full competitor demand feed for Lebanon.