Most AI writing tools solve only one part of the content marketing problem. They help you write faster, but they still require you to research the business, engineer the prompts, manage the publishing, and coordinate every output across separate platforms. Smart Agent X takes a fundamentally different approach.
Launched in 2026 by Misan Morrison and his team, it is a cloud-based autonomous AI marketing platform that reads any live website URL, extracts the offer, messaging, and target audience from that page, and automatically builds a complete multi-channel marketing campaign around it, including SEO blog articles, social media posts, email sequences, ad copy, YouTube scripts, and AI-generated visuals, with built-in scheduling and direct auto-publishing to Facebook, Instagram, and LinkedIn. No prompt engineering. No manual research. No juggling between tools. This Smart Agent X review covers every dimension of what the platform offers so you can make a fully informed purchase decision.
What Is Smart Agent X?
Smart Agent X is a cloud-based autonomous AI marketing platform that analyzes any live website URL and automatically generates a complete, multi-channel content marketing campaign, including blog articles, social media posts, email sequences, ad copy, YouTube content, and AI-generated images, with built-in scheduling and native auto-publishing to major social platforms.
Created by Misan Morrison, whose previous launches include DFY AI Suite, AIViralLeads, AIFunnels, UltraFunnels, FunnelsBot, SmartWriterr, MagicDesigners, and Affiliate Suite, Smart Agent X represents the most complete marketing automation system his team has built to date.
The platform's core innovation is its URL-to-campaign extraction engine. Rather than requiring users to write product descriptions, craft target audience profiles, develop content angles, or engineer prompts before a single piece of content can be created, Smart Agent X performs all of that foundational research automatically. You provide a URL. The platform reads the live page, reverse-engineers the positioning, identifies the target audience, and constructs a tailored promotional strategy before generating the actual campaign assets.
This approach distinguishes Smart Agent X from conventional AI writing tools in a meaningful way. Traditional AI writing assistants are passive. They wait for precise instructions and produce content based on whatever context the user provides. Smart Agent X is active. It gathers its own context from the source material, applies its own strategic judgment to the promotional framing, and executes the full content creation and publishing workflow with minimal human input at any stage.
The platform is entirely cloud-based, requires no installation, and works from any device with a browser connection. An agency license is included with the front-end purchase during the launch period, allowing users to deploy the platform's capabilities for external clients from day one.
Key Features of Smart Agent X
URL-to-Campaign AI Extraction Engine
The URL extraction engine is the feature that makes Smart Agent X fundamentally different from conventional AI content tools. Rather than asking users to brief the AI about a product or business, the platform reads a live website URL and performs its own research automatically. It analyzes the page's messaging, identifies the core offer and its key selling points, determines the target audience based on the content and positioning of the page, and reverse-engineers a promotional strategy tailored specifically to what it finds.
This means a user can enter the URL of their own product page, a client's business website, an e-commerce storefront, a local business homepage, or an affiliate landing page and receive a complete, contextually appropriate campaign in minutes without writing a single brief or crafting a single prompt. The extraction engine does the foundational marketing strategy work that traditionally requires either expert knowledge or significant time investment from the user.
Multi-Channel Content Generation
Smart Agent X generates marketing assets across multiple content formats simultaneously from a single analysis. The platform covers every major content type required for a comprehensive marketing operation:
- SEO Blog Content including full blog posts, blog introductions, blog ideas, and blog outlines structured for search engine visibility and audience engagement.
- Social Media Content covering Facebook posts, Instagram content, LinkedIn posts, tweets, and Instagram hashtag sets, each optimized for the specific platform's engagement conventions.
- Email Marketing Assets including complete email campaigns, follow-up sequences, newsletters, lead-nurturing content, and high-impact subject lines designed to improve open rates.
- YouTube and Video Content covering video titles, descriptions, tags, video ideas, YouTube introductions, and full video outlines structured to improve watch time and discoverability.
- Advertising Copy for Facebook and Google campaigns, including attention-optimized ad text and conversion-focused headlines and descriptions.
- Article Writing and Rewriting capabilities including original article generation, story creation, content rewriting for freshness, grammar correction, and product description generation.
- Website SEO Content including optimized page titles, meta descriptions, and meta keyword sets for improving search engine visibility.
All of these content types are accessible from the same unified dashboard without switching platforms, logging into multiple tools, or managing separate subscriptions for different content categories.
AI Enterprise Graphics Generator
Smart Agent X includes a built-in AI image generation and editing suite that handles all visual content requirements without requiring separate design tools. The graphics capabilities include:
- Text-to-image generation from descriptive prompts, producing original visuals for blog featured images, social media banners, and promotional graphics.
- Image variation creation that generates alternative versions of existing images in different styles, dimensions, and compositions.
- A drag-and-drop image editor for customizing generated or uploaded visuals with text, color adjustments, layout changes, and branding elements.
- Platform-specific visual template generation that automatically produces properly sized graphics for Facebook, Instagram, LinkedIn, YouTube, Twitter, Pinterest, and other major platforms.
The built-in visual creation capability eliminates one of the most commonly needed separate tool subscriptions in a content marketer's stack, consolidating design work into the same workflow as written content creation.
AI Social Post Scheduler and Native Auto-Publisher
The scheduling and auto-publishing system is one of the most practically significant features of Smart Agent X because it addresses the distribution bottleneck that prevents many content creation efforts from translating into actual audience reach. Users can connect Facebook, Instagram, and LinkedIn profiles directly to the dashboard, then create, schedule, and push content to those platforms without ever leaving the Smart Agent X interface.
The scheduling system includes a calendar view that displays all queued posts, allows editing or rescheduling of individual posts, and manages content across multiple connected accounts simultaneously. Content can be published immediately or scheduled for specific dates and times to maintain a consistent posting cadence without requiring daily manual intervention.
This native publishing integration removes the need for third-party social media scheduling tools and closes the gap between content creation and content distribution that represents one of the most common failure points in content marketing workflows.
Audio to Text Transcription
Smart Agent X includes an audio-to-text transcription feature that converts spoken content from audio and video files into editable text. This capability allows users to repurpose recorded content, interviews, podcasts, webinar recordings, and meeting summaries into written marketing assets. A podcast episode can become a blog post. A video script recording can become an email sequence. A client interview can become social media content. The transcription tool adds a repurposing dimension to the platform's content generation capabilities that significantly extends the range of source material available for marketing asset creation.
Agency License and Client Management
Every front-end purchase of Smart Agent X during the launch period includes an agency license that grants users the right to deploy the platform's capabilities for external clients and charge for those services. The Members section within the dashboard allows users to create client accounts, assign access permissions, and manage multiple client projects from a single login.
This infrastructure makes Smart Agent X practically viable as the operational foundation of a content marketing agency or freelance service business, rather than a purely personal productivity tool. The ability to analyze a client's website URL and generate a complete campaign package in minutes, then schedule and publish that content through the same platform, creates a service delivery workflow that is both professional and commercially scalable.
Beginner-Friendly Dashboard
Despite the breadth of its capabilities, Smart Agent X is designed for users without technical backgrounds. There are no API keys to configure, no coding requirements, and no complex prompt engineering knowledge needed. The workflow from URL input to published content follows a logical, clearly structured sequence that new users can follow without prior experience with AI marketing tools. Campaign objectives, tone, audience persona, and deployment channel are all selectable through straightforward interface options rather than requiring technical specification from the user.
Pricing Plans and OTOs detailed
FE – Smart Agent X ($47)
- AI marketing agent platform
- Content creation tools
- Marketing campaign automation
- SEO optimization features
- AI image generation tools
- Social media management system
- Commercial license included
- All-in-one marketing dashboard
- Cloud-based platform
- One-time payment
- Suitable for marketers, freelancers, agencies, and business owners
- 30-day money-back guarantee
OTO 1 – SmartAgentX PRO ($67)
- Removes front-end limitations
- Expanded automation capabilities
- Higher usage limits
- Advanced marketing features
- Increased scalability
- Designed for power users and agencies
OTO 2 – DFY Agency Kit ($97)
- Agency business toolkit
- Client acquisition resources
- Done-for-you agency materials
- Client service support assets
- Agency workflow enhancement
- Freelance and agency growth tools
OTO 3 – Traffic Booster ($47)
- Traffic generation tools
- Content performance optimization
- Visibility enhancement features
- Marketing channel growth tools
- Audience expansion support
- Traffic-focused training resources
OTO 4 – SmartAgentX Reseller License ($127 – $247)
- Reseller rights included
- Sell SmartAgentX as your own offer
- Keep 100% of sales profits
- Business opportunity package
- No software development required
- Ready-made sales infrastructure
- Entrepreneur and marketer focused upgrade
How Smart Agent X Works
Step 1: Enter Any Website URL
Log in to the Smart Agent X cloud-based dashboard from any browser on any device. Navigate to the Projects section, create a new project, and paste the URL of the website you want to create a campaign for. This can be your own product page, a client's business website, an affiliate landing page, an e-commerce storefront, or any publicly accessible web page. Smart Agent X's extraction engine analyzes the live page content, identifies the offer and its key marketing angles, determines the target audience, and builds a tailored promotional framework in seconds. No manual briefing, no product description writing, and no audience research is required from the user at this stage.
Step 2: Select Your Content Channels and Generate Assets
Choose the types of marketing materials you want to create for this campaign. Select from blog content, social media posts, email sequences, ad copy, YouTube content, SEO materials, or any combination of available formats. Optionally upload brand images, adjust the tone, refine the audience persona, and modify the campaign objective before generating. Click Generate Preview and Smart Agent X produces a complete set of marketing assets tailored to the website, the chosen channels, and any refinements you have specified. Review the generated content on the right-side live preview panel and make any quick adjustments before proceeding.
Step 3: Schedule, Publish, and Automate
Connect your social media accounts through the dashboard and select the platforms where you want to publish. Choose immediate publication or schedule content for specific dates and times using the built-in calendar system. Smart Agent X handles the distribution automatically according to your schedule, maintaining a consistent presence across all connected platforms without requiring daily manual management. For non-social content like blog articles and email sequences, export or copy the generated assets for use in your preferred CMS or email marketing platform.
Who Smart Agent X Is For
- Freelancers building content marketing service businesses. Smart Agent X's ability to analyze a client's website and generate a complete campaign package in minutes creates a service delivery infrastructure that makes it practical to serve multiple clients simultaneously without proportional increases in time investment. The included agency license covers the commercial rights needed to charge for these services from the first day of platform access.
- Digital marketing agencies managing content for multiple clients. Agency operators who need to produce consistent, high-quality content across multiple client accounts will find Smart Agent X's URL extraction capability particularly valuable. Rather than rebuilding campaign context from scratch for each client, the extraction engine generates a contextually appropriate foundation automatically, allowing agency teams to focus on refinement and strategy rather than foundational research and content creation.
- Affiliate marketers building multi-channel promotional campaigns. Affiliate marketers who want to promote offers across blogs, email lists, social media, and YouTube simultaneously will find Smart Agent X's multi-format generation capability significantly more efficient than using separate tools for each channel. Pasting an affiliate offer URL and receiving complete promotional assets for all channels from a single analysis session compresses what would otherwise be a multi-day content production process into a matter of minutes.
- Small business owners managing their own marketing. Business owners who need a consistent marketing presence across social media, email, and search but cannot afford to hire a marketing team or manage multiple tool subscriptions will find Smart Agent X provides an accessible, affordable solution. The platform handles the most time-intensive aspects of content marketing automatically, allowing business owners to maintain professional-grade marketing output without the expertise or time investment that traditionally requires.
- Side hustlers and beginners entering online marketing. The combination of URL extraction, DFY campaign generation, beginner-friendly interface, and included agency license creates a genuinely complete starting kit for users entering content marketing or agency services without prior experience. The platform provides the tools and the workflow infrastructure. The user provides the client acquisition effort.
- Content creators and YouTubers managing multi-platform presence. Creators who publish on YouTube and want to repurpose their content across blogs, social media, and email will find Smart Agent X's multi-format generation capability particularly useful. A single video concept can be expanded into a blog post, a social media series, an email newsletter, and supporting platform visuals within the same session.
Who Smart Agent X Is Not For
- Users who have no intention of creating or publishing marketing content. Smart Agent X is built around content creation and marketing automation. Users whose work does not involve producing marketing materials for themselves or clients will find no practical application for the platform's capabilities regardless of how accessible or capable it is.
- Users expecting a fully passive income system requiring no effort. Smart Agent X automates the content creation and publishing workflow significantly, but it does not replace the need for client acquisition, offer selection, campaign strategy, and content review before publication. Users who expect to generate income without active business development and quality oversight will consistently underperform compared to those who treat the platform as a productivity multiplier rather than a hands-off income machine.
- Advanced agencies with fully staffed creative teams preferring exclusively human-created content. Organizations that have established creative teams, brand voice guidelines, and fully custom content production workflows may find that Smart Agent X's AI-generated output requires more editorial adjustment than their operational standard allows, making dedicated human creation a better fit for their specific quality requirements.
- Users who only need a single-function writing assistant. Smart Agent X is a comprehensive multi-function platform. Users who need only a simple AI writing tool for occasional single-format content production may find that the platform's breadth is more than their use case requires and that a simpler, lower-cost tool would serve their narrower needs more economically.
Pros and Cons of Smart Agent X
Pros
- URL-to-campaign extraction removes the most time-consuming prerequisite of AI content creation. The foundational research and briefing work that prevents most AI content tools from being truly efficient is eliminated entirely by the extraction engine. Users who previously spent as much time briefing their AI tool as writing content will find that Smart Agent X removes this bottleneck from the workflow completely, producing contextually appropriate campaigns from a URL input without any manual research or prompt construction.
- Multi-format generation from a single source covers all channel requirements simultaneously. The ability to produce blog content, social posts, email sequences, ad copy, YouTube materials, and supporting visuals from a single URL analysis is a compounding efficiency gain rather than a linear one. Instead of repeating the research and context-setting process for each content format, every format is derived from the same analysis session, which is fundamentally more efficient than any single-format or sequential multi-tool workflow.
- Built-in auto-publishing closes the distribution gap that undermines most content creation efforts. The native scheduling and publishing integration for Facebook, Instagram, and LinkedIn means that content moves from creation to live distribution within the same platform workflow. This eliminates the scheduling tool subscription cost and the distribution friction that causes much created content to never reach its intended audience.
- Enterprise-grade image generation and editing eliminates a separate design tool subscription. The inclusion of text-to-image generation, image variation, drag-and-drop editing, and platform-specific visual templates within the same platform removes one of the most common additional subscriptions in a content marketer's tool stack, producing both direct cost savings and workflow consolidation benefits.
- Agency license enables immediate client service revenue from the base purchase. The commercial rights included in the front-end purchase allow users to begin offering Smart Agent X-powered content services to clients from day one without any license upgrade requirement. For freelancers and agency operators, this is a meaningful commercial advantage that the majority of comparable tools do not provide at the base tier.
- Beginner accessibility makes professional-quality campaign creation possible without technical expertise. The combination of URL extraction, guided campaign configuration, and automated asset generation means that users without marketing knowledge, copywriting skills, or AI experience can produce professionally structured campaign materials from their first session. The learning curve is minimal relative to the output quality achievable.
- One-time launch pricing eliminates recurring subscription costs. Accessing a platform that covers content creation, image generation, social media scheduling, and multi-channel marketing automation through a single one-time payment produces a significantly lower total cost of ownership than the multi-subscription stack it replaces.
- 30-day money-back guarantee reduces the financial risk of evaluation. The refund window provides sufficient time for users to test the URL extraction capability across multiple websites, generate complete campaign packages, evaluate the quality of the generated assets, and assess the platform's fit for their specific workflow before the investment becomes permanent.
Cons
- AI-generated content requires human review before publication or client delivery. Smart Agent X produces ready-to-use marketing assets, but the quality and accuracy of AI-generated content varies depending on the website analyzed, the content format requested, and the specificity of the campaign parameters. Users should review generated content before publishing or delivering it to clients rather than treating every output as immediately publication-ready without oversight.
- Direct publishing is currently limited to Facebook, Instagram, and LinkedIn. Users who need to auto-publish to Twitter, TikTok, Pinterest, or other platforms beyond the three supported networks will need to manage those channels manually or through a supplementary scheduling tool. The publishing integration covers the three largest professional social platforms but does not extend to the full range of social networks that some marketing strategies require.
- Campaign quality scales with the quality and clarity of the source website. The URL extraction engine's effectiveness depends on how clearly and completely the source website communicates its offer and audience. Websites with vague messaging, incomplete landing pages, or poorly structured content will produce less targeted campaign outputs than professionally written, clearly positioned pages. Users working with underdeveloped client websites may need to supplement the extraction with manual context before campaign generation.
- High-volume content production benefits from the Pro upgrade. The front-end version of Smart Agent X provides access to all core features but may include usage limitations on daily generation volumes that affect high-frequency users. Users planning to produce large volumes of content daily or manage many simultaneous client campaigns will find the Pro upgrade necessary to remove those constraints rather than the front-end version alone sufficient for their scale.
Smart Agent X vs. Other Content Marketing Approaches
|
Feature |
Smart Agent X |
Jasper AI |
Copy.ai |
Hootsuite |
Separate Tool Stack |
|
URL-to-campaign extraction |
Yes |
No |
No |
No |
No |
|
Multi-format content generation |
Yes |
Partial |
Partial |
No |
With multiple tools |
|
Built-in AI image generation |
Yes |
No |
No |
No |
Separate tool needed |
|
Native social media auto-publishing |
Yes |
No |
No |
Yes |
Separate tool needed |
|
Email sequence generation |
Yes |
Yes |
Yes |
No |
Separate tool needed |
|
YouTube content generation |
Yes |
Partial |
Partial |
No |
Separate tool needed |
|
Audio to text transcription |
Yes |
No |
No |
No |
Separate tool needed |
|
Agency license at base price |
Yes |
No |
No |
No |
N/A |
|
One-time pricing available |
Yes |
No |
No |
No |
No |
|
No prompt engineering required |
Yes |
No |
No |
N/A |
No |
|
Beginner accessible |
Very |
Moderate |
Moderate |
Moderate |
Low |
The comparison illustrates where Smart Agent X creates its most distinct value. Jasper and Copy.ai are capable AI writing platforms but require prompt engineering, cover writing functions only, and charge monthly. Hootsuite handles social scheduling effectively but has no content generation, image creation, or email capabilities. A separate tool stack covering all of Smart Agent X's functions would require at minimum four or five individual subscriptions and a complex workflow to coordinate between them. Smart Agent X is the only option in this comparison that covers URL extraction, multi-format content generation, image creation, social scheduling, and agency rights in a single one-time purchase.
Frequently Asked Questions
- What types of websites can Smart Agent X analyze?
Smart Agent X can analyze virtually any publicly accessible website URL, including product sales pages, e-commerce stores, local business websites, affiliate landing pages, blog homepages, service provider websites, coaching and consulting pages, restaurant sites, and professional practice pages. The extraction engine reads the live content of the page and builds its campaign framework from whatever marketing information the website contains. The more clearly and professionally the website communicates its offer and audience, the more targeted and contextually appropriate the generated campaign assets will be. There is no restriction on the category or industry of the website being analyzed.
- Does Smart Agent X require any technical skills or prompt writing experience?
No. Smart Agent X is specifically designed for users without technical backgrounds or AI prompt engineering experience. The URL extraction engine handles the foundational research and context-building automatically, and all campaign configuration options are presented through straightforward interface selections rather than technical specifications. Users choose their campaign objective, preferred tone, target audience profile, and desired content formats through guided dropdown and toggle options rather than writing detailed prompts. A user with no prior experience with AI tools can produce a complete multi-channel campaign package from their first session by following the platform's logical step-by-step workflow.
- Which social media platforms does Smart Agent X publish directly?
Smart Agent X's native auto-publishing integration currently supports Facebook, Instagram, and LinkedIn. Users can connect multiple accounts on each platform and publish or schedule content to any combination of connected profiles simultaneously from the unified scheduling dashboard. Content for platforms beyond these three, such as Twitter, TikTok, or Pinterest, is generated within Smart Agent X and can be manually copied or exported for use on those platforms, but direct automated publishing to those networks is not supported in the current version of the platform.
- Can I use Smart Agent X to create content for clients without giving them access to my account?
Yes. The Members section within Smart Agent X allows users to create separate client accounts and assign appropriate access permissions. This means clients can be given access to their own workspace within the platform without seeing other clients' projects or having access to the main account settings. For freelancers and agency operators who want to manage multiple client campaigns from a single Smart Agent X account while maintaining appropriate access boundaries between clients, the Members management system provides the organizational infrastructure needed to do that professionally.
- How does Smart Agent X differ from simply asking ChatGPT to write marketing content?
The fundamental difference is that Smart Agent X performs its own research and context extraction before generating any content, while ChatGPT requires the user to provide all relevant context before it can produce useful output. When you ask ChatGPT to write a Facebook ad for a product, you need to describe the product, define the audience, specify the tone, provide the key selling points, and engineer a detailed prompt to get a useful result. Smart Agent X replaces all of that user-side briefing work by reading the actual product page directly and deriving the campaign context automatically. It also generates output across multiple content formats simultaneously and publishes to social platforms natively, functions that ChatGPT does not provide.
- Is the agency license included with the standard front-end purchase?
Yes. During the launch period, Smart Agent X includes an agency license with the front-end purchase, giving users the right to use the platform to create and deliver marketing campaigns for external clients and charge for those services while retaining 100 percent of the revenue. This is a significant commercial inclusion that many comparable platforms reserve for higher-tier or separate license purchases. The agency license combined with the Members section's client account management capability means the front-end purchase provides a commercially complete foundation for a content marketing agency or freelance service business.
- What is the quality of the AI-generated content and does it need editing before use?
Smart Agent X's AI-generated content is structured, coherent, and contextually appropriate to the analyzed website, but like all AI-generated marketing content, it benefits from human review before publication or client delivery. The platform produces strong first drafts that cover the correct topic, tone, and audience focus, but individual sentences, specific claims, brand voice nuances, and factual details should be reviewed and refined by the user before the content goes live. The practical workflow is to use Smart Agent X to eliminate the research, structuring, and initial drafting phases, then apply a review and refinement pass that is significantly faster than writing content from scratch would be.
- Can Smart Agent X be used for affiliate marketing across multiple offers simultaneously?
Yes. Smart Agent X can analyze different offer URLs and generate separate campaign packages for each one within the same account. Affiliate marketers who promote multiple products across different niches can create individual projects for each offer, generate complete multi-channel campaign assets for each URL analyzed, and manage all of the resulting content from the unified dashboard. The URL extraction capability works particularly well for affiliate marketing because affiliate landing pages typically contain clear, professionally written positioning and audience targeting information that the extraction engine can build a targeted campaign strategy from effectively.
- Does Smart Agent X work for local business marketing?
Yes. Local business marketing is one of the most naturally suited applications for Smart Agent X's URL extraction capability. The platform can analyze a local business website, extract the business's services, target location, customer base, and key selling points, and generate social media content, email campaigns, blog articles, and ad copy tailored to attracting local customers. For freelancers and agency operators offering marketing services to local businesses, this means a single website URL can produce a complete monthly content package for a local client in a fraction of the time that manual content creation would require, which is the core efficiency advantage that makes Smart Agent X commercially viable as an agency tool.
- How does the audio to text feature work and what file formats does it support?
The audio to text transcription feature accepts audio and video file uploads and converts the spoken content into editable written text. The transcribed text can then be used as source material for any of Smart Agent X's content generation tools, allowing recorded content to be repurposed into blog posts, email sequences, social media content, or any other marketing format supported by the platform. This repurposing capability is particularly valuable for creators who produce podcast content, record video scripts, conduct client interviews, or capture webinar content that could be transformed into multiple written marketing assets without requiring manual transcription or separate transcription tool subscriptions.
- Is Smart Agent X suitable for someone who has never run a content marketing campaign before?
Yes. Smart Agent X is specifically designed to make content marketing accessible for complete beginners. The URL extraction engine removes the need for marketing strategy knowledge at the campaign setup stage. The guided campaign configuration options remove the need for prompt engineering knowledge. The built-in content format options remove the need for content type expertise. And the included agency license and Members management system provide the commercial and organizational infrastructure for client services without requiring the user to build those systems independently. A beginner who is willing to invest time in understanding the basics of content marketing strategy and client acquisition can use Smart Agent X to deliver professional-quality campaign services from their first weeks of platform use.
- What is the refund process if Smart Agent X does not meet expectations?
Smart Agent X is backed by a 30-day money-back guarantee. Users who purchase the platform and find that it does not meet their expectations or suit their workflow within the first 30 days can request a full refund through the vendor's support system. The 30-day window provides sufficient time to analyze multiple website URLs, generate complete campaign packages across different content formats, test the social media scheduling and publishing functionality, and evaluate the quality of the generated assets before making a final decision about retaining the investment. The guarantee applies to the front-end purchase and provides a meaningful risk-free evaluation period for users who want to assess the platform against their real workflow requirements.


