See what every creative actually earns. Even where the network won’t tell you.

+28% CTR +18% ROAS -15% CPI Reports from our clients

D7 actual 32.0% ROAS LTV $2.08

Payback · D163 100.0% ROAS LTV $6.51

D365 forecast 155.0% ROAS LTV $10.09

Ad spend analyzed in the last 30 days: $43,426,202
Creative assets analyzed: 2,251,728
Ad impressions analyzed: 138,463,254,913
Cohort outcomes analyzed: 760,684,937

AppLovin

Know what every AppLovin creative actually earns

AppLovin shows delivery by asset, but keeps revenue and ROAS at campaign level. Lemon AI brings every outcome back to the creative—then lets you break it down by country, platform, or any other dimension.

Book a demo →

Skincare ad creative analyzed in AppLovin and Lemon AI — **ugc_hook_reveal_v3.mp4** 9:16 video

What AppLovin reports Delivery only

AppLovin

Asset analytics

Impressions: 1,284,502
Clicks: 41,920
Spend: $12,480

Revenue + ROAS Campaign level only

What you see in Lemon AI Every metric for this creative

Creative performance

Break down every metric by

Country Platform Campaign

Impressions: 1,284,502
Clicks: 41,920
Spend: $12,480
Installs: 3,204
Purchases: 311
Revenue: $18,912
ROAS D7: 152%

For every creative See exactly where each result comes from

Creative Analytics

See which assets earn, fade, or waste spend

Compare spend, installs, purchases, revenue, and ROAS for every creative in one table. Filter down to the app, network, campaign, country, or platform behind the decision.

Explore Creative Analytics → Book a demo →

Filters Network Country Platform Asset type

Table charts Lemon estimate 5 visible rows

ugc_hook_reveal_v3.mp4 AppLovin

Spend

$12,480

Revenue

$18,912 (estimated in Lemon AI)

ROAS D7

152% (estimated in Lemon AI)
gameplay_boss_30s.mp4 AppLovin

Spend

$9,115

Revenue

$8,617 (estimated in Lemon AI)

ROAS D7

95% (estimated in Lemon AI)
static_carousel_04.png Meta

Spend

$7,930

Revenue

$11,340

ROAS D7

143%
playable_tutorial_v2 Unity

Spend

$5,268

Revenue

$6,020

ROAS D7

114%
ugc_couple_testimonial.mp4 Google

Spend

$4,411

Revenue

$4,873

ROAS D7

110%

Asset	Network	Spend	Installs	Purchases	Revenue	ROAS D7	ROAS D7 by date	Installs by platform	Spend by country
ugc_hook_reveal_v3.mp4	AppLovin	$12,480	3,204 (estimated in Lemon AI)	311 (estimated in Lemon AI)	$18,912 (estimated in Lemon AI)	152% (estimated in Lemon AI)	Values: 139, 142, 138, 144, 147, 150, 152	iOS: 1,762; Android: 1,442	US: 6,240; GB: 3,744; CA: 2,496
gameplay_boss_30s.mp4	AppLovin	$9,115	1,883 (estimated in Lemon AI)	142 (estimated in Lemon AI)	$8,617 (estimated in Lemon AI)	95% (estimated in Lemon AI)	Values: 108, 106, 109.00000000000001, 103, 99, 97, 95	Android: 1,883	US: 5,469; DE: 2,735; GB: 911
static_carousel_04.png	Meta	$7,930	1,877	203	$11,340	143%	Values: 139, 137, 141, 138, 140, 144, 143	iOS: 1,042; Android: 835	US: 3,965; GB: 2,379; DE: 1,586
playable_tutorial_v2	Unity	$5,268	1,405	96	$6,020	114%	Values: 102, 104, 106, 108, 110.00000000000001, 112.99999999999999, 113.99999999999999	Android: 1,405	US: 2,634; CA: 1,580; JP: 1,054
ugc_couple_testimonial.mp4	Google	$4,411	1,102	87	$4,873	110%	Values: 102, 104, 103, 107, 108, 109.00000000000001, 110.00000000000001	iOS: 1,102	GB: 2,206; DE: 1,323; US: 882

Native integrations

AppLovin

Know why it works

Lemon reads the creative, tags the choices inside it, and shows how each signal performs across your library.

Explore Attribute Analysis → Book a demo →

Source creative 1080 × 1350 · Image

Portrait skincare ad creative showing a woman holding a coral serum bottle

12 attributes assigned 986 creatives compared

Metric ROAS · D7

Attribute

Creative cohort Opening hook

Outcome ROAS · D7

UGC reveal 214 creatives

148%

Product demo 186 creatives

131%

Before & after 142 creatives

118%

Gameplay 167 creatives

106%

Static offer 96 creatives

82%

Creative Lab

Make more of what works

Turn the winning hooks, subjects, and formats into new ads without starting from a blank prompt. Generate the next variants and send the ones you choose to your ad networks.

Explore Creative Generation → Book a demo →

New request 01 · Image

You

Turn the winning UGC reveal into a new opening. Keep the creator and product, but make the first frame feel immediate.

Format Canvas

Reference ugc_reveal_v3.jpg ROAS D7 · 148%

1 reference 1 credit

Output Variation 01

Ready to generate Understanding request Rendering 1080 × 1920 Completed · 6.4s

Generated vertical skincare ad showing a woman applying serum with a glass dropper

BriefIntent locked
Composition9:16 layout
VisualCreator + product
FinishCreative ready

JPG · 1.8 MB · 1 credit

1 credit / image 7 / 8-second video 0.2 / resize

Cohort Prediction

Know what a cohort is worth before you scale it

Lemon predicts what this week's installs will earn through D365, so you can scale the cohorts that will pay back and cut the ones that won't. The model is backtested at 5% to 10% MAPE at D365 and protected by U.S. Patent 12,014,278 B1.

Forecast ROAS · D365

155.0%

payback D163 · spend $84,210

Cohort Prediction is enabled on request. Explore Cohort Prediction, or bring your data to a demo.

Book a demo

Cohort revenue · D0 → D365 12,934 installs · spend $84,210

Actual through D28 Forecast to D365

Cumulative revenue by acquisition cohort and cohort day. Values through D28 are actual; later values through D365 are forecasts.
Install date	Campaign	Country	Actual	Forecast
Install date	Campaign	Country	D7	D30	D60	D90	D180	D365
Jul 27 to Aug 2	US Prospecting	US	$11,857	$31,198	$33,310	$34,273	$38,109	$57,431
Jul 27 to Aug 2	Broad Value	GB	$8,354	$21,980	$23,468	$24,147	$26,850	$40,463
Jul 27 to Aug 2	Android Scale	DE	$6,737	$17,726	$18,926	$19,474	$21,653	$32,631

Customer results

Client growth stories, in their own words

Industry

01 / 08

Gaming

Victor Negruta

CEO, Gamos Mobile

Thanks to Lemon AI, we optimized our CPA and ROAS campaigns on Google Ads, tested new GEOs, and predicted user values over 12 months. Given our 13-month customer payback period, such prediction horizons are a big deal. The analytical dashboard integrated factual and predictive data, offering a comprehensive view and enabling effective budget reallocation. AI-driven insights and optimizations led to significant improvements in campaign performance and user acquisition strategies.

$15,000: saved annually via optimized budget reallocation
+14.3%: campaign performance improvement
20+: insights adapted from AI reports for campaign improvement

Book a demo

Alerts · API · MCP

You don't have to open Lemon to use Lemon

Get creative alerts in Slack or Telegram. Ask Lemon from Claude or another MCP client. Pull the numbers into your own tools through the API.

SLACK · #ua-alerts · 09:12

New alert: D7 ROAS below 35%

ROAS D7 per day (2026-07-15) is less than 35.00% for the following assets:

Hero_Q3_v4 down 21.40% (estimated in Lemon AI)
Summer_Sale_02 down 28.90% (estimated in Lemon AI)

#D7 ROAS below 35%

API

curl -H "Authorization: Bearer $LEMON_API_KEY" \
  "https://api.lemon-ai.com/v1/creatives/performance?date_from=2026-06-01&date_to=2026-06-30&metric=installs&metric=roas&sort_by=installs&limit=25"

# response
{
  "external_id": "creative-123",
  "campaign_name": "US_Prospecting",
  "installs": 900,
  "cost": 1450.75,
  "cpi": 1.612,
  "metrics": { "roas:d7": 2.0 },
  "cohort_metadata": {
    "data_as_of": "2026-07-20",
    "partial": true,
    "non_additive": true
  }
}

MCP

claude mcp add --transport http lemon https://api.lemon-ai.com/mcp

A Claude chat where the user asks to check Lemon AI data. Claude loads the Lemon MCP integration and returns an account snapshot with 90 creatives and a table ranked by CPI. — Ask Claude. Get the answer from Lemon.

Claude can read the same creative data your team sees in Lemon and answer the question in the conversation where you asked it.

8 read-only endpoints · scope analytics:read · docs in the app

Pricing

The full creative loop starts at $209 per app, per month

Billing

Monthly Quarterly Yearly

Creative Intelligence

$279per app / month

Billed monthly

Included

Creative Analytics
Attribute Analysis
Creative Lab for generation
Unlimited users
Unlimited connected ad networks

11+ apps Volume discounts make the per-app price substantially lower for large-scale accounts.

Start free · 7 days, no card Book a demo

The trial covers up to 2 apps with 3,000 generation and 1,200 attribute credits. Trial credits expire when the trial ends.

“CTR increased by 28%.” Victor Negruta · Gamos Mobile

Cohort Prediction

Cohort revenue forecasts to D365 on the patented per-user model.

Add Cohort Prediction · Book a demo →

$1,399 one-time setup per account

+ $679 /mo per app

FAQ

What teams ask before they start

How does Lemon estimate AppLovin asset outcomes?

AppLovin gives Lemon the impressions, clicks, and cost for each asset. Lemon combines them with matching outcome rates to estimate installs, purchases, revenue, and D0 to D7 performance. Use those estimates to compare assets, not add them together, because one AppLovin ad can contain several assets.

Which cohort windows do I get on each network?

Lemon shows each network with the window it actually reports. AppLovin and Unity Ads include D0, D1, D3, and D7 conversions and value. Kayzen includes D0 to D7 cohort value. Meta includes 1, 7, and 28-day click windows. Google Ads includes conversion-lag windows under 1, 2, 4, and 8 days. Mintegral, TikTok, and Apple Search Ads provide delivery metrics.

How fresh is the data?

Lemon pulls each network on its reporting schedule and shows when the data was last updated. Cohort values still in progress are marked as partial. If a network does not provide a metric, Lemon shows N/A instead of zero.

Does this replace my MMP?

No. Lemon reads reporting data from the networks directly and works alongside AppsFlyer or Adjust. Lemon's AppLovin asset estimates cover outcomes an MMP cannot show, because the network does not expose asset-level results to them either.

What access does Lemon need to my ad accounts?

Lemon needs reporting API access. It does not change bids, budgets, or targeting. Lemon sends a generated creative to a network only when you choose to push it.

How does the free trial work?

7 days, no card, up to 2 apps, with 3,000 generation credits and 1,200 attribute credits included. Trial credits expire when the trial ends. After the trial, Creative Analytics, Attribute Analysis, and Creative Generation are included for $279/mo per app.

Which networks are supported?

AppLovin, Meta, Google Ads, Unity Ads, TikTok, Mintegral, Kayzen, and Apple Search Ads, with YouTube available through the Google connection. Unlimited networks and unlimited users are included on every plan.

Bring us the question your dashboards can't answer

In 30 minutes, see your creatives and cohorts in one place, with the answers your ad networks leave out.

Book a demo

9:16 ugc_hook_reveal_v3.mp4 $12,480 3,204 $18,912 152%

One creative. Spend, installs, revenue, and ROAS in the same row.

760,684,937 cohort outcomes analyzed with Lemon

See what every creative actually earns. Even where the network won’t tell you.

Know what every AppLovin creative actually earns

See which assets earn, fade, or waste spend

Know why it works

Make more of what works

Know what a cohort is worth before you scale it

Client growth stories, in their own words

Victor Negruta

Natallia Minvaleyeva

Vadim Tsybankov

Diana Kurganova

Sergey Mariev

Cesare Perletti

Mark Kogan

Oleg Vereshchagin

You don't have to open Lemon to use Lemon

The full creative loop starts at $209 per app, per month

Creative Intelligence

Cohort Prediction

What teams ask before they start

Bring us the question your dashboards can't answer

Book a demo

Day	Cumulative revenue	ROAS
D0	$0.00	0.0%
D30	$70,905	84.2%
D90	$77,894	92.5%
D180	$86,612	102.9%
D365	$130,526	155.0%