How to tag ads by angle and format so tests compare

Tags only work if every ad gets the same few fields. Here is the set we'd use, how to write it into the ad name, and how to read the results without fooling yourself.

The five fields worth tagging

Most tagging systems die because they have 20 fields. Nobody fills them in. Five is enough to answer the questions you actually ask on Monday: what did we test, and what should we make next?

Each field answers one question about the ad. Keep the list of allowed values short and fixed.

• Desire: what the buyer wants underneath the purchase. Sleep through the night. Stop feeling embarrassed about their skin. Feel prepared.
• Angle: the way this ad argues for that desire. The same desire can have many angles.
• Awareness stage: where the viewer starts. Unaware of the problem, problem-aware, solution-aware, product-aware or ready to buy.
• Format: the shape of the ad. UGC talking head, founder video, static with a headline, carousel, demo, podcast-style clip.
• Creator or source: who made it. This is how you learn that the angle was fine and the delivery was not.

Desire and angle are not the same thing

This is where two people tag the same ad differently, and your data turns to mush. A desire is a stable thing about the customer. An angle is a creative choice about how to speak to it.

Example only: a sleep supplement. The desire is waking up rested. Angles on that desire could be the 3 a.m. wake-up, a doctor explaining the mechanism, or a seven-night diary. Three angles, one desire. If you tag all three as 'sleep', you can never learn which argument worked.

Customer desire and ad angles are easiest to name when you start from the customer's own words. Pull phrases from reviews, support tickets and return reasons. If a phrase shows up again and again, it is a desire candidate. The specific scene they describe is usually an angle.

A quick test: if you could swap the creative and the sentence still holds, it is a desire. If it describes a specific scene or argument, it is an angle.

Put the tags in the ad name

Ads Manager has no custom fields for this, so the ad name carries your tags. This is the core of any Facebook ad creative tagging system, and it is the step people skip because it is boring. Do it anyway. Without it, you export a report and rebuild the meaning by hand every time.

Use a fixed pattern, short codes and no free text. Example pattern: batch number, desire, angle, awareness, format, creator, version.

Example name: B042_D-rested_A-3amwake_AW-problem_F-ugc_C-maya_V2

Rules that save you later:

• Same order every time, same separator, no spaces.
• Codes come from a written list. If a new value is needed, add it to the list first.
• One batch number per concept, so you can group ads back to the test they came from.
• Never rename a live ad. Renaming can break the link between the ad's history and its tags in your reports.

Tag the batch first, then the ad

Tags are only comparable if the test was clean. Put one concept in one ad set, and call that a batch. The desire, angle and awareness stage belong to the batch. Format and creator can vary between the ads inside it, or you can hold them still too if you want a purer read.

Why this matters: Meta spreads spend unevenly between ads in the same ad set. If an ad set holds three angles, the one that got the most spend looks like the winner, but it may only have won the early auction. When the concept is the unit, the question is simpler: did this idea earn its place in the campaign?

Keep a tag change log. When you add a new angle code, note the date and what it means. Six months on, nobody remembers what 'A-proof2' stood for.

Read results by tag, with a verdict rule

Tagging gives you groups. The next question is what to measure per group. Average ROAS per tag is tempting and misleading, because one huge outlier drags it up and campaigns have different baselines.

A cleaner approach: give every batch a verdict after 7 days, then count verdicts per tag. A rule we like: judge the batch against its own campaign. Scaler means it took a big share of the campaign's spend and the campaign spent at least 10% more per day than the week before. Spender means a big share of spend but no growth. Efficient means it beat the campaign's ROAS but got little spend. Miss is none of those.

Hit rate is then the share of tested batches that became a Scaler or a Spender, per desire, angle, awareness stage and format. Example only: if 'problem-aware' was tested in 8 batches and 3 became a Scaler or Spender, that is a 38% hit rate. It tells you where to spend the next brief.

Two cautions. First, do not read a tag until it has several batches behind it. Two batches are an anecdote. Second, a batch can still become a Scaler in week 2 or 3, so keep the verdict open for slow starters before writing an angle off.

Where Hitrate does this for you

Hitrate plans each test as a numbered batch and writes the ad names for you, so each result maps back to its batch, desire, angle, awareness stage, format and creator. It reads results from Meta daily, labels each batch after 7 days by the written rule above, and shows hit rate split by those four tags. If you have no Meta connection yet, you can import an Ads Manager export.

Mistakes that wreck tagged data

Most of the damage comes from a few habits.

• Tagging after the fact from memory. Tag when the brief is written, not when the report is due.
• Letting values multiply. 'UGC', 'ugc-talking' and 'creator video' are the same format with three codes, and none has enough data.
• Mixing two angles in one ad and giving it one tag. Split the ad or pick the dominant angle and say so in the rules.
• Tagging the hook but not the angle. A hook is a line, not a strategy. Tag what the whole ad argues.
• Comparing tags across campaigns with different baselines without adjusting. Judge each batch against its own campaign.
• Calling a tag dead after one miss. Check whether the execution, the creator or the landing page broke it.

Related guides

• The creative strategist workflow, from research to learnings
• How to identify creative fatigue in Meta ads (with thresholds)
• Meta hook rate benchmark: what counts as a good hook rate
• How to improve hook rate on Meta video ads
• A Meta ads creative testing framework you can run weekly

Updated 2026-10-02