--- title: "Lemon AI | See What Every Creative Actually Earns" description: "Paid acquisition intelligence for mobile apps: measure creative revenue, explain winning attributes, generate new ads, and forecast cohort value through D365." canonical: "https://lemon-ai.com/" markdown_url: "https://lemon-ai.com/index.md" language: "en" image: "https://lemon-ai.com/og/home.jpg" image_alt: "Lemon AI turns a field of mobile ad creatives into one clear performance signal." schema_types: ["Organization","WebApplication","WebPage","WebSite"] --- # See what every creative actually earns. Even where the network won’t tell you. An early D7 ROAS signal rising through payback on day 163 to a D365 forecast of 155.0% ROAS, $10.09 LTV, and $130,526 revenue. D7 actual 32.0% (estimated in Lemon AI) ROAS LTV **$2.08** Payback · D163 **100.0%** ROAS LTV **$6.51** D365 forecast **155.0%** ROAS LTV **$10.09** D7 actual 32.0% ROAS, $2.08 LTV, $26,947 revenue Payback D163 100.0% ROAS, $6.51 LTV, $84,210 revenue D365 forecast 155.0% ROAS, $10.09 LTV, $130,526 revenue 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 [Reports from our clients → ](https://lemon-ai.com/#customer-results) 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 → ](https://calendly.com/robert-lemon-ai) The creative ![Skincare ad creative analyzed in AppLovin and Lemon AI](https://lemon-ai.com/creatives/cr-4.jpg) **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** **![Lemon AI](https://lemon-ai.com/brand/lemon-ai-logo.svg)** 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 →](https://lemon-ai.com/creative-analytics) [Book a demo → ](https://calendly.com/robert-lemon-ai) Filters Network All AppLovin Meta Unity Google Country All United States United Kingdom Germany Canada Japan Platform All iOS Android Asset type All Video Image Playable Reset Table charts ROAS D7 · date Installs · platform Spend · country Lemon estimate 5 visible rows 1. ugc\_hook\_reveal\_v3.mp4 AppLovin Spend $12,480 Revenue $18,912 (estimated in Lemon AI) ROAS D7 152% (estimated in Lemon AI) 2. gameplay\_boss\_30s.mp4 AppLovin Spend $9,115 Revenue $8,617 (estimated in Lemon AI) ROAS D7 95% (estimated in Lemon AI) 3. static\_carousel\_04.png Meta Spend $7,930 Revenue $11,340 ROAS D7 143% 4. playable\_tutorial\_v2 Unity Spend $5,268 Revenue $6,020 ROAS D7 114% 5. ugc\_couple\_testimonial.mp4 Google Spend $4,411 Revenue $4,873 ROAS D7 110% | Asset | Network | Spend | Installs | Purchases | Revenue | ROAS D7 | ROAS D7by date | Installsby platform | Spendby 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) | ROAS D7 by date for ugc\_hook\_reveal\_v3.mp4, estimated in Lemon AI. Values: 139, 142, 138, 144, 147, 150, 152 Values: 139, 142, 138, 144, 147, 150, 152 | iOS: 1,762 Android: 1,442 iOS: 1,762; Android: 1,442 | US: 6,240 GB: 3,744 CA: 2,496 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) | ROAS D7 by date for gameplay\_boss\_30s.mp4, estimated in Lemon AI. Values: 108, 106, 109.00000000000001, 103, 99, 97, 95 Values: 108, 106, 109.00000000000001, 103, 99, 97, 95 | Android: 1,883 Android: 1,883 | US: 5,469 DE: 2,735 GB: 911 US: 5,469; DE: 2,735; GB: 911 | | static\_carousel\_04.png | Meta | $7,930 | 1,877 | 203 | $11,340 | 143% | ROAS D7 by date for static\_carousel\_04.png. Values: 139, 137, 141, 138, 140, 144, 143 Values: 139, 137, 141, 138, 140, 144, 143 | iOS: 1,042 Android: 835 iOS: 1,042; Android: 835 | US: 3,965 GB: 2,379 DE: 1,586 US: 3,965; GB: 2,379; DE: 1,586 | | playable\_tutorial\_v2 | Unity | $5,268 | 1,405 | 96 | $6,020 | 114% | ROAS D7 by date for playable\_tutorial\_v2\. Values: 102, 104, 106, 108, 110.00000000000001, 112.99999999999999, 113.99999999999999 Values: 102, 104, 106, 108, 110.00000000000001, 112.99999999999999, 113.99999999999999 | Android: 1,405 Android: 1,405 | US: 2,634 CA: 1,580 JP: 1,054 US: 2,634; CA: 1,580; JP: 1,054 | | ugc\_couple\_testimonial.mp4 | Google | $4,411 | 1,102 | 87 | $4,873 | 110% | ROAS D7 by date for ugc\_couple\_testimonial.mp4\. Values: 102, 104, 103, 107, 108, 109.00000000000001, 110.00000000000001 Values: 102, 104, 103, 107, 108, 109.00000000000001, 110.00000000000001 | iOS: 1,102 iOS: 1,102 | GB: 2,206 DE: 1,323 US: 882 GB: 2,206; DE: 1,323; US: 882 | No demo rows match these filters. [ Native integrations AppLovin Meta Google Ads Unity Ads Kayzen TikTok TikTok Mintegral Apple Search Ads → ](https://lemon-ai.com/creative-analytics#ad-networks) Attribute Analysis ## 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 →](https://lemon-ai.com/attribute-analysis) [Book a demo → ](https://calendly.com/robert-lemon-ai) **Creative analysis** Sample account · AURORA\_SERUM\_04.jpg Fetching asset Reading composition Assigning attributes Analysis ready Source creative 1080 × 1350 · Image ![Portrait skincare ad creative showing a woman holding a coral serum bottle](https://lemon-ai.com/creatives/attribute-analysis-creative-v3.jpg) _Opening hook · UGC reveal_ _Direct gaze · Present_ _Product placement · In hand_ _Usage gesture · Face touch_ _Creative format · UGC portrait_ _Setting · Bathroom_ **12** attributes assigned **986** creatives compared Metric **ROAS · D7** Attribute Opening hookCreative formatSetting 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%** **UGC portrait** 388 creatives **139%** **Creator montage** 231 creatives **127%** **Product close-up** 194 creatives **111%** **Static image** 173 creatives **78%** **Bathroom** 204 creatives **133%** **Bedroom** 168 creatives **119%** **Outdoors** 121 creatives **104%** **Studio** 257 creatives **91%** 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 →](https://lemon-ai.com/creative-generation) [Book a demo → ](https://calendly.com/robert-lemon-ai) **Creative Lab** AURORA · Summer acquisition Writing request Setting format Setting canvas Adding reference Sending to Creative Lab Building composition Generating creative Creative ready 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 Choose format Image Video Canvas Choose canvas 1080 × 1920 · 9:16 1080 × 1080 · 1:1 Reference **ugc\_reveal\_v3.jpg** ROAS D7 · 148% ![Reference skincare creative](https://lemon-ai.com/creatives/cr-4.jpg) Generate creative **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](https://lemon-ai.com/creatives/creative-lab-aurora-v1.jpg) 1080 × 1920 1. Brief**Intent locked** 2. Composition**9:16 layout** 3. Visual**Creator + product** 4. Finish**Creative 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](https://lemon-ai.com/predictive-analytics), or bring your data to a demo. [Book a demo ](https://calendly.com/robert-lemon-ai) Cohort revenue · D0 → D365 12,934 installs · spend $84,210 Chart: Cumulative cohort revenue, day 0 to day 365, for $84,210 of spend and 12,934 installs. Actuals through day 28, forecast beyond. Break-even at day 163; ROAS reaches 155.0% at day 365.Chart: Cumulative cohort revenue, day 0 to day 365, for $84,210 of spend and 12,934 installs. Actuals through day 28, forecast beyond. Break-even at day 163; ROAS reaches 155.0% at day 365. Actual through D28 Forecast to D365 __Cumulative cohort revenue and ROAS by day__ | 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% | __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 | | | | | | --------------- | -------------- | ------- | ------- | -------- | ------- | ------- | ------- | ------- | | 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 AllGamingEntertainmentHealth & FitnessE-CommerceFinTechEdTech 01 / 07 ← → ![Victor Negruta](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar2.png) 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 ![Natallia Minvaleyeva](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar1.png) Gaming ### Natallia Minvaleyeva Lead Marketing Manager, Elephant Games > We partnered with Lemon AI to optimize our CPA campaigns on Google Ads and implement a predictive analytics dashboard. The custom S2S events they designed allowed Google Ads to target our audience more effectively, boosting overall campaign efficiency. Lemon AI predictive dashboards completely replaced all our analytics tools, enabling easier, data-driven decision-making. AI Reports has streamlined our workflow — now we have more processed requests and save valuable time each month +18% ROAS (from custom event implementation) +45% increase in requests processed 30 hours saved monthly on data work ![Vadim Tsybankov](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar3.png) Entertainment ### Vadim Tsybankov Monetization Performance Manager, 365Scores > Our business is a sports app and platform that provides real-time updates, live scores, news, stats, and notifications for a wide range of sports. We reached out to Lemon AI with a request to improve our conversion rate. The Lemon team developed a predictive model that helped identify which users were more likely to place a bet. Thanks to AI Reports, we discovered correlations between our audience and the channels from which we receive organic traffic. As a result, we can now create more targeted content on relevant platforms to boost conversion rates for clicks and registrations. +4.2% increase in first-time deposit (FTD) conversion rate ![Diana Kurganova](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar4.png) Health & Fitness ### Diana Kurganova Project Manager > Our company organizes sports races around the world and events aimed at maintaining good fitness. Thanks to the predictive analytics developed by the Lemon AI team, we were able to identify the combinations of channels and ad campaigns with banners that provided the greatest growth for our mobile app. Using AI Reports, we determined which internal event names best correlated with user LTV and retention. As a result, we set up smart push notifications that were triggered when a certain audience segment or event was reached. This also helped increase in-app retention +12.7% growth across all ad campaigns +19% increased retention through optimized Meta channels +19.2% boost in in-app retention through smart push notifications ![Sergey Mariev](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar5.png) E-Commerce ### Sergey Mariev Co-Founder of Global Digital Agency, Omnimix > We're a global digital agency with clients across various industries. Together with the Lemon AI team, we successfully tackled an e-commerce retail case. Our goal was to increase the LTV of users in the mobile app of one of our clients — an emerging marketplace player. Predictive analytics helped pinpoint the channels and banners that attracted a higher-value audience — customers with larger average order sizes and more frequent purchases. Additionally, with precise audience segmentation in AI Reports, the Lemon AI team developed a personalized predictive model. For example, a customer who buys a box of pencils is recommended paints and drawing pads. This recommendation system boosted the average order value +14.6% LTV growth on Android +12.4% LTV growth on iOS ![Mark Kogan](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar6.png) FinTech ### Mark Kogan CEO & Founder > We faced challenges in maximizing LTV, improving retention rates, and converting users from free trials to paid subscriptions. Thanks to our collaboration with Lemon AI, we were able to effectively tackle these issues. The Lemon AI team quickly trained a model using direct access to our data on Amazon Web Services, taking just 4 days to get it fully operational. With their predictive analytics, we identified the most effective paywall options based on user behavior, which significantly boosted both our conversion rates and LTV. They also implemented FastTrack for Meta Ads, delivering precise predictions within 38 seconds through SKAdNetwork, specifically targeting the top 50% of users with the highest LTV by day 90\. Additionally, Lemon AI helped us segment our audience and design personalized retargeting campaigns through AI Reports +22% LTV on Day 90 +27% conversion rate from free trial to paid subscription plan ![Oleg Vereshchagin](https://lemon-ai.com/images/HomePage/ClientsSection/Avatar7.png) EdTech ### Oleg Vereshchagin CEO & Founder, Global Foreign Language School > We are an international language school with an audience spread across different countries, speaking various languages. The Lemon AI team helped us reduce customer acquisition costs and increase client LTV. Thanks to their analytics, we have been able to optimize channels and identify banners with the highest CTR, which have been displayed to different audiences across various countries and effectively attracted customers. AI Reports data helped us establish a connection between the country, language, and banner that appealed to high- value users. As a result, with the help of Lemon AI, we have built a system to re - engage users on the platform, enabling language switching and driving additional sales tailored to different languages. 12.7% Customer acquisition cost decreased 26.4% Customer acquisition cost decreased within 12 months [Book a demo](https://calendly.com/robert-lemon-ai) 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.](https://lemon-ai.com/proof-claude-mcp.webp) 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](https://app.lemon-ai.com/) 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](https://lemon-ai.com/#capabilities) - [Attribute Analysis](https://lemon-ai.com/#attribute-analysis) - [Creative Lab for generation](https://lemon-ai.com/#creative-generation) - Unlimited users - Unlimited connected ad networks 11+ appsVolume discounts make the per-app price substantially lower for large-scale accounts. --- [Start free · 7 days, no card ](https://app.lemon-ai.com/signup) [Book a demo ](https://calendly.com/robert-lemon-ai) 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 → ](https://calendly.com/robert-lemon-ai) $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 ](https://calendly.com/robert-lemon-ai) 9:16 ugc\_hook\_reveal\_v3.mp4 $12,480 3,204 (estimated in Lemon AI) $18,912 (estimated in Lemon AI) 152% (estimated in Lemon AI) One creative. Spend, installs, revenue, and ROAS in the same row. 760,684,937 cohort outcomes analyzed with Lemon ## Structured data ```json {"@context":"https://schema.org","@graph":[{"@id":"https://lemon-ai.com/#organization","@type":"Organization","name":"Lemon AI","url":"https://lemon-ai.com/","logo":{"@type":"ImageObject","@id":"https://lemon-ai.com/#logo","url":"https://lemon-ai.com/brand/lemon-ai-mark-512.png","contentUrl":"https://lemon-ai.com/brand/lemon-ai-mark-512.png","width":512,"height":512,"caption":"Lemon AI"},"email":"hi@lemon-ai.com","sameAs":["https://cy.linkedin.com/company/lemon-ai","https://x.com/lemon_ai_adtech","https://www.g2.com/products/lemon-ai/reviews"]},{"@id":"https://lemon-ai.com/#website","@type":"WebSite","name":"Lemon AI","url":"https://lemon-ai.com/","publisher":{"@id":"https://lemon-ai.com/#organization"},"inLanguage":"en"},{"@id":"https://lemon-ai.com/#webpage","@type":"WebPage","url":"https://lemon-ai.com/","name":"Lemon AI | See What Every Creative Actually Earns","description":"Paid acquisition intelligence for mobile apps: measure creative revenue, explain winning attributes, generate new ads, and forecast cohort value through D365.","isPartOf":{"@id":"https://lemon-ai.com/#website"},"publisher":{"@id":"https://lemon-ai.com/#organization"},"inLanguage":"en","about":{"@id":"https://lemon-ai.com/#software"}},{"@id":"https://lemon-ai.com/#software","@type":"WebApplication","name":"Lemon AI","url":"https://lemon-ai.com/","description":"Creative intelligence and cohort-revenue forecasting for mobile app and game user-acquisition teams.","applicationCategory":"BusinessApplication","operatingSystem":"Web","browserRequirements":"Requires a modern web browser","provider":{"@id":"https://lemon-ai.com/#organization"},"featureList":["Creative-level spend, installs, purchases, revenue, and ROAS","Creative attribute analysis","Evidence-led creative generation","Cohort revenue and ROAS forecasting through D365","Read-only reporting API and MCP access"],"offers":[{"@type":"Offer","name":"Creative Intelligence annual billing","price":"209","priceCurrency":"USD","url":"https://lemon-ai.com/#pricing","description":"Effective monthly price per app when billed annually.","availability":"https://schema.org/OnlineOnly"},{"@type":"Offer","name":"Cohort Prediction monthly subscription","price":"679","priceCurrency":"USD","url":"https://lemon-ai.com/#pricing","description":"Monthly price per app after a $1,399 one-time account setup.","availability":"https://schema.org/OnlineOnly"}]}]} ```