Is boosting a post the same as running it as an ad?

Close, but running the post through Ads Manager gives you more control over audience, budget and tracking. Either way, judge it on cost per sale rather than likes.

Why might an organic post do well as an ad?

It has already held attention with real people, without paid reach. That makes it a good candidate to test. Paid audiences differ from followers, so the result can change.

How much should I spend on the test?

Set a cap you are fine losing, and a stop date. For example, a small daily budget for a week or two. Then compare cost per sale with your current ads before spending more.

Can I use another AI assistant for this?

Yes. ChatGPT, Grok, Muse or any assistant that can read your post and ad performance can run this prompt, either through a connection or from exported reports.

All playbooks

Get more customers · Play

Put money behind your best organic post

Your best organic post may have beaten every ad you ran, and it was never boosted.

Your best organic post may have beaten your ads without ever being boosted. Using your social accounts and Meta Ads, ask Claude for your top posts from the last 90 days, which were never used as ads, and how their engagement compares. Run the best ones as ads on a capped budget and judge them on cost per sale.

1
Connect
- Your social accounts
- Meta Ads
2
Ask
List my top 10 Instagram and Facebook posts from the last 90 days by engagement and reach. Which were never used as ads? Compare their engagement rate with my active ads.
Paste this into Claude, ChatGPT, Codex or Cursor.
3
Act
Run the best ones as ads on a capped budget. Compare on cost per sale.

What it tends to findExample

The top organic post beat every ad on engagement and was never boosted.

Watch out

Engagement isn't sales. Judge it on cost per sale once it runs.

Step by step

01Connect your social accounts and Meta Ads read-only through a Claude connector or MCP server, or export post and ad reports and upload them.
02Ask the playbook prompt for your top posts by engagement and reach, and which were never run as ads.
03Check that a post's engagement is not mostly from existing fans or a giveaway. Engagement is not sales.
04Run the best posts as ads on a capped budget with a stop date.
05Compare them with current ads on cost per sale, and re-run the list monthly.

Questions

Run these next

Every number on these pages is an illustrative example, not a result from a named store. Read-only access is enough for every check; make any change yourself.

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