FURNITURE AD TEST WORKSHEET
Furn | Updated September 27, 2026
https://furncmo.com/blog/furniture-facebook-meta-ads-strategy

Use one copy for each test. This is a planning template, not a promise of results.

1. DEFINE THE DECISION
Product and SKU:
Buyer question this ad answers:
Business goal (choose one):
Primary outcome (purchase / qualified appointment / other):
What makes a lead or appointment qualified:

2. ISOLATE THE CHANGE
Question to answer:
Version A:
Version B:
Single variable changed:
Copy, offer, destination, audience settings, and format held consistent:
Test-group setup:

Example: product-only image versus room-scene image of the same sofa.
Ordinary ad delivery can favor one version; it is not a controlled comparison.

3. SET LIMITS BEFORE LAUNCH
Start date:
Review date:
Total budget cap:
Outcome data needed to make a decision:
Stop conditions (tracking failure, incorrect offer, unavailable product, etc.):

4. CHECK THE BUYER EXPERIENCE
[ ] Furniture shape, material, dimensions, and finish are accurate.
[ ] Product is available and any offer is genuine.
[ ] Landing page matches the advertised product and message.
[ ] Delivery information and price are easy to find.
[ ] Mobile links, forms, and checkout work.
[ ] Tracking is verified and outcomes can be reconciled with store/CRM records.

5. RECORD RESULTS
                            Version A             Version B
Spend:
Landing-page visits:
Purchases/qualified actions:
Cost per outcome:
Revenue, where attributable:
Measurement gaps:

6. MAKE ONE DECISION
Decision: keep A / keep B / inconclusive
Evidence:
Limitations:
Next test:

Do not choose a winner from click cost alone. If outcome volume is too low
or the difference is uncertain, mark the test inconclusive. A review date
is a checkpoint, not a guarantee of enough data.