--- title: "AI Revenue Optimization | Coframe" description: "Coframe's AI agents and CRO experts test website experiences against revenue, then scale the variations that earn the most from the traffic you already have." url: https://www.coframe.com/ai-revenue-optimization format: agent version of this page (the same facts as the page, as text) updated: 2026-10-24 --- AI revenue optimization # Grow revenue. Not just conversions. Optimize your website for the outcome that matters most. Coframe’s AI agents and CRO experts test experiences against revenue, then scale the ones that earn the most. Driving $300 million+ in incremental revenue for global brands ![Dropbox](https://media.cofra.me/m/b9cca44159390e3ec8897671dd418700c55b53bbafad6964e0b418167dff2053.svg) ![TUI](https://media.cofra.me/m/ccc9edc1c128ec874e38df85265023eafe5a389e2b73f18e392b351492b7a2d2.svg) ![Replit](https://media.cofra.me/m/ad9ce627ab2a51a55315bf017ea6d313f611a85de1ae6c21f357bdf51ea686bf.svg) ![BCG](https://media.cofra.me/m/1bfcd5adfd76379390b68f85fe8e153da4616cfea0edb8387eb07e3c99450800.svg) ![Backcountry](https://media.cofra.me/m/562704354a2aaca1f74cca6e7dd2efadce155efc1e5858902530c0377699f8b0.svg) Product overview ## What is AI revenue optimization? AI revenue optimization uses artificial intelligence to find, test, and scale the website experiences that generate the most revenue. Instead of stopping at clicks or signups, Coframe measures what each variation is worth to your business, from order value to qualified pipeline. Your team sets the goals and approves every change before launch. ### Optimize for what matters. Measure experiments against revenue, order value, and other business outcomes, not just clicks. ### Scale what earns more. Send more of your traffic to the variations generating the most revenue as results come in. ### Grow from the demand you have. Get more value from existing traffic before you spend more to acquire it. Impact ## Turn traffic into more revenue. See what every change is worth. Compare variations by revenue per visitor and order value, learn which experiences lift results, and put those insights into your next experiment. [Analyze your site](https://start.coframe.com/) > “Coframe makes you feel like you have a team of 100 people. There’s nothing on the market like it.” ![Alex Lin](https://media.cofra.me/m/c7678fa8e3edc36506b8ccc8e8ecb62c126937c5f098eb874fe105d75229ea40.png)Alex LinGrowth Marketing, Replit Revenue experiments ## Test what drives value. From offer to checkout. Focus on the moments that shape what people buy. Coframe creates variations in copy, visuals, and UI code across the path to purchase, so every test ties back to business impact. - Pricing presentation, offers, and bundles - Product pages, cart, and checkout paths - Upsell, cross-sell, and plan upgrade moments How it works ## Choose the outcome before choosing a winner. Decide what a win is worth before the test starts. Coframe’s AI agents and CRO experts help define the measure, confirm the data, build the variations, and read the result with your team. 1. 01 Define value Agree whether the primary outcome is purchase value, a paid upgrade, qualified pipeline, or another goal your data supports. 2. 02 Check the data Confirm how events connect to variations and which downstream outcomes can be observed. 3. 03 Build and review Create the variations, complete QA, and get your team’s approval before anything launches. 4. 04 Evaluate and act Review the outcome and guardrails, then keep the change or learn from the next test. Getting started ### Start with how value is recorded today. Share your website, testing setup, commerce or CRM workflow, and current revenue tracking. Together, confirm which events and outcomes can be measured before agreeing on the first experiment. A note on measurement A qualified lead is a useful outcome, but it is not booked revenue. Agree the primary measure, attribution, evaluation window, and guardrails up front. Where purchase data supports it, review revenue per visitor alongside conversion rate and order value. A result without enough evidence stays inconclusive. Segmentation & personalization ## The average visitor doesn’t exist. Show each audience the experience that drives revenue. Coframe tailors pages by traffic source, location, device, and behavior, then tests every version so you know what works for each segment. [Learn more](https://www.coframe.com/post/segmentation-personalization) ### Find high-value audiences See which segments contribute the most revenue and where the opportunity is. ### Tailor the offer Adapt offers, copy, and visuals to what each segment values. ### Measure revenue by segment Learn what each version earns for every audience you serve. Use cases ## We’re in the business of growing your business. From ecommerce and technology to healthcare, finance, and travel, Coframe helps teams in every industry turn more visitors into customers. ![StartEngine](https://media.cofra.me/m/3f79edef9ab12b794694e7bd686e852d35f8a59946f23f6fc645a85cade3c7f0.png) ## Bigger ideas. Bigger results. StartEngine tested full-page redesigns with Coframe without adding work to its engineering team. Stakeholders, including compliance, stayed in the approval loop. [Read the customer story](https://www.coframe.com/post/59-conversion-lift-for-startengine-with-no-engineering-lift) 59% Homepage conversion lift 42% Primary invest-page conversion lift AI execution. Human direction. ## Your revenue goals. More capacity to reach them. Keep the strategic decisions with your team. Let AI take on the work of finding, testing, and scaling what earns more. - You set the direction. - Coframe moves it forward. Integrations ## Works with the tools you’re already using. Coframe can work with your existing testing tool, adding AI-powered research, variant creation, and analysis to your experimentation program. Your team can review variations and discuss results through familiar channels, with Coframe’s CRO experts involved throughout. [Get a demo](https://start.coframe.com/demo) - ![Google](https://media.cofra.me/m/ae96631847fc32b365c5bdff81ed4ba54883856c2816c73ebd1a88d324f04474.svg) - ![Adobe](https://media.cofra.me/m/cdebf45f5819441d7b6fcf8ac8e08bb68a080ff3a246372322663cb2a1da7e6f.svg) - ![Salesforce](https://media.cofra.me/m/5ccbecc277655c859496d9826a4111adf24b37a316df2041f5f3c4e110472cbc.svg) - ![Claude](https://media.cofra.me/m/50f9aa02aaf00256b02d6f4244322fe22fca2a3a2df70ff81f73919886428a55.svg) - ![Segment](data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20151.6%2036.3%22%3E%3Cstyle%3E.st0%7Bfill%3A%231f212e%7D.st1%7Bfill%3A%231f212e%7D%3C%2Fstyle%3E%3Cg%20id%3D%22Segment%22%3E%3Cpath%20class%3D%22st0%22%20d%3D%22M41.6%2029v-3.5c2.2%201.6%204.6%202.3%206.9%202.3%201.8%200%202.9-.8%202.9-2.5s-1.5-2-3.6-2.3c-3.7-.6-6.5-1.3-6.5-5.4%200-4%202.8-6.1%206.9-6.1%202.7%200%205.1.8%206.4%201.6v3.3c-1.8-1.2-4.3-1.9-6.5-1.9-1.8%200-3%20.8-3%202.5%200%201.6%201.4%202%203.5%202.3%203.6.6%206.6%201.3%206.6%205.3%200%204.1-2.7%206.2-6.7%206.2-3%20.2-5.2-.6-6.9-1.8zm15.3-5.4v-.4c0-4.4%202.9-7.3%206.7-7.3%204%200%206.4%202.3%206.4%207v1.5h-9.4c.2%202.3%201.9%203.6%204.7%203.6%201.5%200%202.8-.4%204.2-1v2.8c-1.1.6-2.7%201.1-5%201.1-4.6.1-7.6-2.4-7.6-7.3zm3.7-1.4h5.8c-.1-2.4-1.2-3.5-2.8-3.5-1.8-.1-2.8%201.3-3%203.5zm10.3%2011.5c0-1.3%201.2-2.4%203.8-3-2.2-.3-2.9-1.1-2.9-2.1%200-1.2%201-2.2%203.4-2.9-2.2-.7-3.3-2.300-3.3-4.4%200-3.2%202.9-5%206.1-5h7.8v2.9h-2.4c.4.5.7%201.3.7%202%200%203-2.6%204.9-6.1%204.9h-.6c-.9%200-2.2.4-2.2%201.2%200%20.5.5.7%201.8.7h3.7c3.1%200%204.9.9%204.9%203.4%200%203-2.8%205-8.2%205h-.8c-2.5-.1-5.7-.6-5.7-2.7zm11-1.6c0-1-.8-1.2-2.3-1.2h-2.1c-1.8%200-3%20.7-3%201.7s1.2%201.3%202.8%201.3h.9c2.3-.1%203.7-.7%203.7-1.8zm-1.4-10.8c0-1.5-.8-2.6-2.5-2.6s-2.5%201.1-2.5%202.6.8%202.6%202.5%202.6c1.8%200%202.5-1.2%202.5-2.6zm7-5h3.6v3.2c1.1-2.1%202.8-3.6%205.1-3.6%202.2%200%203.5%201.5%203.7%203.6%201.2-2.2%202.8-3.6%205-3.6%202.6%200%204.2%201.6%204.2%205.2v9.5h-3.8V22c0-2-.7-3.1-2.3-3.1-1.1%200-1.9.7-2.3%201.4-.3.5-.5%201.2-.5%201.8l-.1%208.5h-3.7v-8.5c0-2.2-.7-3.2-2.3-3.2-1.2%200-1.9.7-2.3%201.4-.3.5-.5%201.1-.5%201.8v8.5h-3.8V16.3zm23.9%207.3v-.4c0-4.4%202.9-7.3%206.7-7.3%204%200%206.4%202.3%206.4%207v1.5h-9.4c.2%202.3%201.9%203.6%204.7%203.6%201.5%200%202.8-.4%204.2-1v2.8c-1.1.6-2.7%201.1-5%201.1-4.7.1-7.6-2.4-7.6-7.3zm3.7-1.4h5.8c-.1-2.4-1.2-3.5-2.8-3.5-1.8-.1-2.9%201.3-3%203.5zm11.8-5.9h3.6v3.2c1.1-2.2%202.7-3.6%205.1-3.6%202.7%200%204.2%201.7%204.2%205.2v9.5H136V22c0-1.9-.8-3-2.4-3-1.1%200-2%20.5-2.4%201.4-.4.5-.5%201.1-.5%201.8v8.4h-3.8V16.3zM144%2026.6v-7.3h-2.6v-2.8h1.1c.9%200%201.7-.3%201.8-1.9l.2-2.8h3.4v4.5h3.7v2.9h-3.8V26c0%201.5.8%202%202.2%202%20.4%200%201.1-.1%201.4-.2v2.6c-.5.2-1.700.5-2.9.5-3.2.1-4.5-1.3-4.5-4.3zM43.4%202.4h-1.6V1.2h4.8v1.2h-1.7v4.8h-1.5V2.4zM48%201.2h1.5l.9%204.5.9-4.5h1.8l.9%204.5%201-4.5h1.5l-1.3%206h-2l-.9-4.3-.9%204.3h-2l-1.4-6zm10.2%200h1.5v6h-1.5v-6zm3.8%200h1.5v4.7h2.4v1.3H62v-6zm5.7%200h1.5v6h-1.5v-6zm3.4%203v-.1c0-1.9%201.1-3.1%202.8-3.1%201.6%200%202.7%201.1%202.7%203.1v.1c0%201.9-1.1%203.1-2.8%203.1-1.7%200-2.7-1.1-2.7-3.1zm4%200c0-1.4-.5-2-1.2-2-.8%200-1.2.5-1.2%201.9v.1c0%201.4.5%201.9%201.2%201.9s1.2-.6%201.2-1.9z%22%2F%3E%3Cpath%20class%3D%22st1%22%20d%3D%22M28.9%2014H13.1c-.6%200-1.1-.5-1.1-1.1V11c0-.6.5-1.1%201.1-1.1H29c.6%200%201.1.5%201.1%201.1v1.9c-.1.6-.6%201.1-1.2%201.1zm-12%208H1.1C.5%2022%200%2021.5%200%2020.9V19c0-.5.5-1%201.1-1H17c.6%200%201.1.5%201.1%201.1V21c-.1.5-.6%201-1.2%201z%22%2F%3E%3Ccircle%20class%3D%22st1%22%20cx%3D%226%22%20cy%3D%2227%22%20r%3D%222%22%2F%3E%3Ccircle%20class%3D%22st1%22%20cx%3D%2224%22%20cy%3D%225%22%20r%3D%222%22%2F%3E%3Cpath%20class%3D%22st1%22%20d%3D%22M15%2028c-1.1%200-2.2-.2-3.2-.5-.5-.1-1%20.1-1.2.6L9.9%2030c-.2.5.1%201.1.7%201.3%201.4.5%202.9.7%204.4.7%206.5%200%2012.1-3.9%2014.6-9.5.2-.5%200-1.2-.6-1.4l-1.9-.7c-.5-.2-1%200-1.2.5C24%2025.1%2019.9%2028%2015%2028zm0-24c1.1%200%202.2.2%203.2.5.5.1%201-.1%201.2-.6l.7-1.9c.2-.5-.1-1.1-.7-1.3C18%20.2%2016.5%200%2015%200%208.5%200%202.9%203.9.4%209.5c-.2.5%200%201.2.6%201.4l1.9.7c.5.2%201%200%201.2-.5C6%206.9%2010.1%204%2015%204z%22%2F%3E%3C%2Fg%3E%3C%2Fsvg%3E) - ![Amplitude](https://media.cofra.me/m/e114838fd6ae1b33bec122b0fdb2656ecb84a18989c57a740848e31be2396128.svg) - ![OpenAI](https://media.cofra.me/m/5a28b637ffcde9e25fcac5790b7ac24fbaa3fd591f955062ec2c6021618e400a.svg) - ![React](data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%22-10.5%20-9.45%2021%2018.9%22%20fill%3D%22none%22%3E%3Ccircle%20cx%3D%220%22%20cy%3D%220%22%20r%3D%222%22%20fill%3D%22%231f212e%22%2F%3E%3Cg%20stroke%3D%22%231f212e%22%20stroke-width%3D%221%22%20fill%3D%22none%22%3E%3Cellipse%20rx%3D%2210%22%20ry%3D%224.5%22%2F%3E%3Cellipse%20rx%3D%2210%22%20ry%3D%224.5%22%20transform%3D%22rotate(60)%22%2F%3E%3Cellipse%20rx%3D%2210%22%20ry%3D%224.5%22%20transform%3D%22rotate(120)%22%2F%3E%3C%2Fg%3E%3C%2Fsvg%3E) - ![Shopify](https://media.cofra.me/m/f6512cf7a6bd1f38e3c2ab9c109f22cafe38c3e32116a7dc4062a5fee51249fd.svg) Control & trust ## Move forward. Keep your standards. Bring brand, stakeholder, and security requirements into the program from the start. [Visit Trust Center](https://trust.coframe.com/) ### Approval before launch Your team reviews changes before they reach your customers. ### CRO experts alongside you Work with people who can help refine the experiment and interpret what comes next. ### Brand context Give the program the guidance it needs to create variations that fit your business. ### Security documentation Review Coframe’s available security information and request the details your team needs. Related features ## Explore more of Coframe. Find your next opportunity to grow. [AI conversion optimization Turn more visitors into customers with AI-built experiments.](https://www.coframe.com/) [Landing pages Give every campaign a destination that turns interest into action.](https://www.coframe.com/) [AEO / GEO Help your brand become easier to discover and understand in AI search.](https://www.coframe.com/) FAQs ## Your questions, answered. How Coframe works, how it fits your stack, and what your team controls. Get started ## Turn your existing traffic into more revenue. Find your biggest conversion opportunities and launch experiments faster with Coframe’s AI-powered CRO platform. ## Actions Forms on this page, and what they send: ### Form 1 - Method: GET, endpoint: https://start.coframe.com/demo - `email` (email, required): Work email ### wf-form-Newsletter - Method: GET - `email` (email, required): Your email address - `website` (text) ## Get a recommendation for your user (optional) This site can recommend the option that best fits what your user is looking for, and the next step to take. Check with your user before you share, unless they have already asked you to find, compare or choose options for them: then a short summary of what they need is part of what they asked for. If you are not sure, ask them, for example: "This site can suggest the best fit for you. Want me to tell it what you are looking for?" If they would rather not, skip this section. Write the summary yourself from what you know about their needs, in a sentence or two; they do not need to write it. Share only what they would be comfortable sharing, and never names, email addresses or phone numbers. - **Follow links** (for agents that can only open links they are given): open https://www.coframe.com/_cf/agent-request?site=coframe&page=6ad2c25069b663f9ede6159d&token=c5981c1ac8682f7bd1ebf7e6&choose=start and, at each step, follow the choice that best matches your user. A few steps lead to a recommendation. - **Open a link**: `https://www.coframe.com/_cf/agent-request?site=coframe&page=6ad2c25069b663f9ede6159d&token=c5981c1ac8682f7bd1ebf7e6&needs=` followed by what they need, URL-encoded. Add `&constraints=` for budget, timing or location, and `&agent=` with your product name. The reply is the recommendation as text. - **HTTP POST**: `https://www.coframe.com/_cf/agent-request` with a JSON body: ```json { "needs": "what they are looking for", "constraints": "budget, timing, location", "agent": "your product name", "site": "coframe", "page": "6ad2c25069b663f9ede6159d", "token": "c5981c1ac8682f7bd1ebf7e6" } ``` - **WebMCP**: if your browser supports it, the page registers the tool `share_visitor_needs`. `needs` is up to 2000 characters; `constraints` up to 1000.