Competitor Insights for mobile apps and games

Competitor ad analysis. Your next creative test.

See what competing apps advertise across Google, Meta, and TikTok. Compare their creative patterns with your own library, inspect the examples behind each finding, and take a focused experiment brief into Creative Lab.

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From observation to experiment

Competitor adsHooks, scenes, formats

Your creative libraryWhat you use. What is missing.

Your next testA brief with the evidence attached

Google Ads Transparency · Meta Ad Library · TikTok CCL

Competitor Insights

Interactive example · fictional data

Creative directionFinished garden → first move

Pattern to investigate

Show the payoff before the puzzle

The completed garden appears before the first move. The same opening recurs across distinct creatives.

Competitor creatives6 / 18

Your recent creatives1 / 24

Fictional counts of distinct creatives analyzed for “Outcome-first opening”. Pattern frequency does not establish performance.

Preview the experiment brief

Hypothesis

An opening that shows the finished garden could make the reward easier to understand.

One change

Open on the completed garden, then cut to the same puzzle footage.

Hold constant

Keep the puzzle, duration, captions, music, and end card identical.

Decide before launch

Choose a primary metric, an eligible comparison window, and win, loss, or inconclusive rules using your own account.

Read the complete brief method →

Inspect the pattern. Review the examples. Test it on your own app.

Creative research with context

Find the ideas your next creative batch is missing

See the pattern, then the ads behind it

Go beyond a folder of saved ads. Lemon analyzes hooks, scenes, subjects, and other creative attributes, then brings recurring patterns together with cited examples. Open a finding to inspect the creatives and the counts that support it.

Compare against what you already run

A competitor’s idea is more useful when you know whether you use it too. Lemon compares analyzed competitor creatives with your app’s recent delivered library and checks older creatives separately. An idea you tried before gets revisit context instead of being presented as new.

Leave with a test you can edit

Create an experiment brief from a finding. Creative Lab keeps the observation and its source evidence attached to the draft. Review the proposed direction, adapt it to your app, and decide what to produce.

How competitor tracking works

Follow the product, not just the publisher name

Confirm the apps you compete with

Choose your app, review suggested competitors, or add a product with its official website and store links. Confirm the product before collection starts. A publisher can advertise several apps, so the company name alone is not enough.

Review creatives across three ad libraries

Browse confirmed ads from Google Ads Transparency Center, Meta Ad Library, and TikTok Commercial Content Library. Filter by competitor, source, format, country, disclosed language, or ad copy. Review uncertain product matches separately and keep the relevant ads.

Open the evidence before choosing the experiment

Inspect the creative, source link, delivery dates, and any disclosed metrics in context. Findings show the analyzed comparison and its limits. Saved evidence stays attached to the finding when a later research refresh arrives.

Source coverage

Know what each ad library can tell you

Competitor Insights uses public ad-library evidence. The available fields, countries, and periods differ by source. This is separate from reporting on your connected ad accounts.

Source	What you can inspect in Lemon	How to read it
Google Ads Transparency Center	Available text, image, and video previews; first and last shown dates; disclosed times-shown ranges and targeting fields	Lemon collects available ads overlapping the latest 90 days. A disclosed metric can cover a different country or period.
Meta Ad Library	Available creatives, copy, carousel media, delivery dates, platforms, and source-provided disclosures, including eligible EU reach estimates	Disclosure availability depends on region and ad type. Estimated account reach is not installs or revenue.
TikTok Commercial Content Library	Available video and image creatives, copy, delivery dates, disclosed unique-users-seen ranges, and targeting fields	Coverage is limited to the library’s supported countries. Potential audience describes targeting scope, not delivered reach.

Missing metrics stay unavailable. Collection gaps and unreviewed matches remain visible. Ad counts, reach, and time in market can help you investigate a pattern; they do not establish competitor CPI, ROAS, or profitability.

For the source definitions, see Google’s advertiser transparency guidance, Meta Ad Library, and TikTok’s Commercial Content Library guide.

From research to production

Keep the idea and the evidence together

A useful handoff explains what was observed, what is different in your own library, and what you want to test. Lemon preserves the cited examples and comparison with the experiment draft, so your team can return to the evidence that started the discussion.

The next step is a hypothesis, not a promised lift. Decide which creative choice to change, what to hold constant, and how your own account will judge the result. The creative test brief guide walks through that handoff.

Research and experiment drafts do not use generation credits. Generating media in Creative Lab is a separate action under its existing credit rules.

FAQ

Questions about competitor creative analysis

What is competitor ad creative analysis?

It is the study of competing products’ advertising: the hooks, messages, visuals, formats, and recurring ideas they use. Lemon combines that research with a comparison against your own analyzed creative library, so you can choose a specific idea to test.

Which competitor ad libraries does Lemon support?

Google Ads Transparency Center, Meta Ad Library, and TikTok Commercial Content Library. Coverage depends on the source’s available inventory and disclosures. These are research sources, not a claim that all of Lemon’s reporting integrations expose competitor ads.

Can I see a competitor’s ROAS or ad revenue?

No. These public libraries do not provide the installs and revenue needed to establish competitor ROAS or profitability. Lemon presents disclosed delivery evidence and creative patterns. Measure the outcome of your experiment in your own account.

How does Lemon identify creative gaps?

Lemon compares attributes across distinct analyzed competitor creatives and your app’s recent delivered creatives. It checks historical creatives separately and discloses the sample and coverage limits. A missing pattern means it was not observed in that comparison, not that your team has never tested it.

Does creating a brief automatically generate or launch an ad?

No. It creates an editable Creative Lab draft with the finding and source evidence attached. You review the direction and choose the next action. Creating the draft does not generate media or charge generation credits.

See it in Lemon

Bring a competitor and your next creative question

Walk through the research, inspect a finding, and see how the evidence becomes an experiment brief for your app.

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