Reviews
Part of Paid social advertising, tested against experience
Paid social advertising questions compared with what actually happens
Common paid social advertising questions cover objectives, audiences, formats, delivery, outcomes, attribution, economics, account control, creators, and testing.
What to take away
- A campaign objective controls delivery, bidding, and which formats are eligible. It does not set the business goal.
- Platform-reported conversions are a claim. Reconcile them against CRM records and a holdout.
- Cost per lead is not economics. Judge spend on contribution margin after media, production, and fees.
- One named owner holds the account, with role-based access and two-factor login.
- Change one variable per test, and write the decision rule before spending.
Objective settings compared with business goals
Each platform names its own objectives, and the label decides what delivery optimizes for. Meta groups them as awareness, traffic, engagement, leads, and sales. TikTok separates reach from lead generation and sales. LinkedIn keeps awareness, consideration, and conversion.
Selecting leads tells Meta to find people likely to complete a form. It says nothing about which leads are worth having.
Write one internal metric beside every objective before launch. If the objective cannot serve it, change the objective, not the report.
Anyone new to the channel should read the account histories in paid social advertising, which show how a tested program behaves across several budget cycles.
Audience controls and what they prove
Meta builds custom and lookalike audiences from customer lists. LinkedIn matches company, title, and skill filters. TikTok uses interest, behavior, and custom audiences. Each label describes a delivery model, not verified facts about a person.
Uploading a customer list hands personal information to a platform. In Canada, the Office of the Privacy Commissioner explains consent and transparency duties for that disclosure under PIPEDA (PIPEDA guidance). Exclusions matter more than inclusions: removing past buyers prevents recycled credit.
Formats, placements, and delivery limits
Automatic placements buy cheaper inventory, including feeds and side columns a brand may reject. Meta Advantage+ placements, TikTok placements, and LinkedIn Audience Network all work this way. Review the placement report monthly.
Formats carry their own rules. TikTok Spark Ads run from a creator handle and need an authorization code. Meta partnership ads need creator approval. LinkedIn thought leader ads run from a member profile.
Delivery limits surface in the learning phase, where an ad set with too few weekly optimization events pays high prices. Consolidate ad sets before raising budget.
The framing used for common paid social advertising questions applies here too: define the decision before defending a number.
Example: a 30-day lead campaign reconciled
Figures are illustrative, not benchmarks.
A regional services company spends $9,000 on one platform over 30 days.
30-day lead campaign reconciled
| Measure | Result |
|---|---|
| Media spend | $9,000 |
| Platform-reported leads | 300 |
| Cost per lead | $30 |
| CRM-matched leads | 210 |
| Qualified by sales | 48 |
| Closed deals | 11 |
| Gross margin per close | $1,080 |
From the platform view, 11 closes at $1,080 is $11,880 in gross margin. Subtract $9,000 of media and $2,500 of production, and $380 remains.
A geo holdout changes the verdict. If 18 percent of those closes would have happened without the ads, incremental margin falls to about $9,700, and the campaign loses roughly $1,800.
A $30 cost per lead looked healthy. Reconciled against the CRM and tested against a holdout, it did not pay.
Attribution and measurement that survives review
The ad interface records an event when its own rules are met. It cannot tell you whether the person qualified or would have bought anyway.
What the interface cannot establish
- Click does not show page helped
- Form does not show qualification
- Purchase does not show later return
- Reported revenue is not contribution
- Preserve unknowns before raising spend
Attribution and measurement
- Tag every destination with a campaign parameter, and store the click identifier in the CRM.
- Publish the match rate between platform conversions and CRM records monthly.
- Run a holdout for one full sales cycle.
- Report platform-attributed and holdout-adjusted numbers side by side.
- Reconcile after the sales cycle closes, not at the end of the calendar month.
Meta, TikTok, and LinkedIn all credit view-through conversions, so a one-day view window adds leads that never clicked.
When results disappoint, fixing paid social advertising starts with isolating one change instead of rebuilding the whole account.
Cost, tax, and what finance asks for
Contribution margin per close equals revenue times gross margin percentage, minus media, production, and fees. Blended cost per acquisition divides total spend by every close, including closes the platform never saw.
Canadian advertisers can check Canada Revenue Agency guidance on GST/HST, which covers input tax credits on advertising expenses (GST/HST rules). Registration status changes the effective cost of identical campaigns.
Account control and creator permissions
Business Manager, TikTok Business Center, and LinkedIn Campaign Manager each hold the ad account and the payment method. Give people roles instead of passwords, and require two-factor authentication on every admin.
Agencies should receive partner access that can be revoked in one step. Offboarding means removing the partner and rotating the payment method.
Creators need written permission for paid amplification plus a platform-compliant disclosure. Health and finance categories add rules. HHS guidance explains when marketing communications require patient authorization under HIPAA (HIPAA marketing guidance).
What to record before the next test
- The decision the test informs, and who signs off on it.
- The eligible audience and the excluded groups.
- The single variable being changed.
- The success metric, window, and smallest detectable effect.
- The budget cap, stop rule, and rollback plan.
That record is the discipline described in paid media strategy best practices, which links claims, economics, and controlled tests.
Common questions
Does a campaign objective decide the business goal?
No. It sets delivery, bidding, and eligible formats. The goal lives in the CRM and the margin calculation.
Can I trust platform-reported conversions?
Treat them as one input. Publish the match rate against the CRM, then adjust with a holdout.
Who should own the ad account?
A named employee, not an agency. Agencies should hold revocable partner access.
When does paid social stop needing attention?
It never stops completely, but the cadence drops. After a stable quarter, monthly reconciliation and one quarterly test are enough.
