# Richpanel's Two Different Prices > Richpanel’s pricing is confusing, with different models on their website and Shopify listing; we break down what you’ll actually pay. Source: https://arbyn.app/blog/richpanel-s-two-different-prices-what-their-website-and-their-shopify- Published: 2026-08-12 --- Attempting to budget for a new customer service platform can feel like an exercise in frustration, particularly when planning for the high-stakes fourth quarter. You need a clear, predictable number to plug into your financial model, but what you often find is a labyrinth of pricing pages, asterisks, and conflicting offers seemingly designed to obscure the true cost. This problem becomes particularly acute when a single company presents multiple, seemingly different pricing structures across its own properties. An store owner's diligent search for a simple answer to "How much does this cost?" quickly spirals into a time-consuming forensic investigation, forcing them to piece together forum posts, third-party reviews, and outdated search results just to build a simple cost projection. This process erodes the trust that is foundational to any software partnership, leaving more questions than answers and a growing suspicion about which price is the real price. This is precisely the situation many store owners encounter when evaluating Richpanel, as the cost structure presented on their main website appears to diverge significantly from information found on their Shopify App Store listing and in historical search results. For a busy store owner, understanding the nuances of the richpanel pricing shopify vs website models is absolutely critical to avoiding a significant and unwelcome surprise, like an unexpected $1,000 invoice, on the first month's bill after a successful, high-volume sales weekend. The Official Story: Richpanel's AI-First Pricing Model The primary narrative Richpanel promotes on its main website and through its content marketing is an aggressive, AI-first strategy. This model is not positioned as a simple helpdesk with AI features, but as a fundamental replacement for human support agents, and its pricing reflects this ambition. The structure is a multi-part calculation that moves far beyond a simple monthly subscription. The first component is a substantial monthly base fee, which acts as a minimum commitment to the platform. Recent documentation and G2 pricing data place this minimum somewhere between a $200 monthly floor and a more commonly cited $500 per month for the core AI Agent. This initial cost doesn't cover usage; it's the entry ticket to the ecosystem that unlocks the core automation capabilities. On top of this base fee, the model adds a metered charge for every conversation the AI handles, typically costing around $0.20 to $0.25 per interaction. It is critical to understand that a "conversation" is generally defined as an entire thread, not each individual message, but this means your bill is directly tied to customer engagement volume. Finally, for conversations that require human intervention, or for the managers overseeing the AI, there is a separate charge for each human agent seat, usually around $99 to $100 per person, per month. This creates a three-part billing structure: a high base commitment, a variable usage cost, and a per-head cost for your team. To soften the high entry price and build confidence, Richpanel heavily markets a performance guarantee, promising to autonomously resolve at least 50% of conversations within the first 30 days, or you get your money back. This model is clearly designed for established stores with significant conversation volume, where the math of replacing the salary of several full-time agents can make the high software cost seem justifiable. For a store handling 5,000 conversations a month, paying $1,250 in usage fees (5,000 x $0.25) plus a $500 base fee and two human seats for $200 might feel like a win compared to hiring three more agents at a loaded cost of over $3,700 each per month, based on average e-commerce support salaries. However, for a smaller or growing store whose monthly ticket count is under 1,000, this model represents a significant and unpredictable monthly expense that can easily feel disproportionate to the value received, creating a barrier to entry for brands that are not yet at enterprise scale. The Shopify App Store Anomaly For store owners whose journey begins on the Shopify App Store, a different and somewhat confusing pricing picture emerges for Richpanel. Instead of the high-entry AI-centric model, the app listing has, at times, presented a structure that feels more like a traditional SaaS plan, blending seat-based and usage-based components. One version of the Shopify listing describes a plan starting from $89 per month, a figure that appears to function as a base or per-user fee. This is a stark contrast to the $500 monthly base fee for the AI Agent advertised elsewhere. However, this model does not escape usage-based billing entirely. The same plan also includes a metered charge for "AI conversations from $0.20 each," creating a hybrid system where costs are driven by both team size and automation volume. A store owner might therefore calculate their cost as a base fee plus the number of AI conversations multiplied by $0.20. This structure presents a lower barrier to entry, as a team could theoretically start for a fraction of the $500 minimum of the AI-first model. The existence of this alternate model raises immediate questions for an store owner. Is this a "lite" version of the product with fewer features, perhaps lacking the deep, end-to-end automation or the 50% resolution guarantee promised on the main site? Is it an older plan that hasn't been fully deprecated, or a deliberate A/B test to capture smaller stores that would balk at the primary pricing? For a Shopify store owner trying to make a sound financial decision, this discrepancy is a major red flag. It forces them to question which pricing is canonical and whether they will be billed under the Shopify-listed plan or be forced into the more expensive AI-first model upon signing up. This lack of clarity makes accurate budgeting nearly impossible and introduces a level of risk and uncertainty right at the start of the customer relationship, undermining the trust that is essential when choosing a core business tool. Ghosts of Pricing Past: Legacy Models Still Haunting Search Results Adding another layer of complexity to the richpanel pricing shopify vs website puzzle is the persistence of outdated pricing information in search engine results. The internet's memory is long, and older articles, reviews, and directory listings continue to surface pricing models that bear little resemblance to either of the current offerings. Many of these legacy results, often dating from 2022 or earlier, describe a completely different structure based on conversation volume tiers. For example, a detailed review from August 2022 on ecommerce-platforms.com outlines plans like a free tier for up to 100 conversations, a $300 per month plan for 1,000 conversations, and a $600 plan for 2,000 conversations. Another source from April 2026 mentions a plan for $49 per month that includes 1,000 conversations. A store owner researching the tool might find these pages and believe a free or low-cost entry point is available, only to discover upon clicking through to the main site that the current model starts at a formidable $500 per month plus usage fees. This isn't a bait-and-switch; it's the natural result of a company evolving its business model faster than third-party content and search engine caches can update. However, the impact on the potential customer is the same: confusion and a feeling of mistrust. It creates a significant information gap where the user has to actively work to determine what is true now versus what was true two years ago. For an store owner whose primary job is to run their business, this kind of forensic accounting, checking publication dates and cross-referencing multiple sources just to understand a software bill, is a major distraction. A trustworthy software partner should provide a single, unambiguous source of truth for their pricing. When they don't, it falls to the store owner to sift through the digital ghosts of old plans, a process that wastes time and erodes confidence before a demo has even been booked. Deconstructing the Bill: How to Calculate Your True Richpanel Cost To make an informed decision, you must cut through the noise and model your potential costs based on the different structures presented. The core tension lies between the high-entry, AI-focused model and the more accessible, seat-based hybrid model sometimes seen on Shopify. Each one carries dramatically different implications for your monthly budget, especially as your support volume fluctuates with seasonality. The AI-First model, with its hefty base fee, is a significant fixed cost, making it less suitable for businesses with low or highly seasonal ticket volumes where November's traffic is ten times that of July's. Conversely, the per-conversation fee means your costs will scale directly with customer engagement, creating a variable expense that can be difficult to forecast during peak periods like Black Friday. The Shopify-listed model appears to shift the cost burden more towards team size, which might be preferable for a business with high conversation volume handled by a very small team. To illustrate the difference, let's map out the potential costs for a hypothetical store with a two-person support team at varying conversation volumes. This exercise, which requires pulling historical ticket data from your current system, reveals the break-even points and demonstrates how quickly the total cost of ownership can change based on which pricing structure is applied. Model Base Fee Per-Agent Fee Per-Conversation Fee Cost at 500 Conversations Cost at 2,000 Conversations Cost at 5,000 Conversations AI-First Model $500/mo $100/mo $0.25 $825/mo $1,200/mo $1,950/mo Shopify Listing Model $0/mo $89/mo $0.20 $278/mo $578/mo $1,178/mo Note: These calculations are illustrative, based on publicly available figures that are subject to change. The AI-First model assumes the $500 base fee and two agents at $100 each. The Shopify Listing model assumes two agents at $89 each with no separate base fee. As the table clearly shows, the financial outcomes are wildly different. At lower volumes, the Shopify-listed model is substantially cheaper, with a difference of over $540 at the 500-conversation mark. That $540 difference isn't just a number; it could represent the entire monthly budget for another critical growth tool, like a subscription management app or an advanced analytics platform. However, the fundamental problem remains: a store owner has no way of knowing which of these models they will actually be billed under. This ambiguity itself is a cost. It forces you to spend valuable time in sales calls clarifying basic pricing, time that could be spent testing marketing campaigns or improving product pages. This friction lengthens the sales cycle and delays the time-to-value for your business. It also introduces a significant risk that you will budget for the lower price only to be told the real price is the higher one, a scenario that disrupts financial planning and fosters resentment from day one. This entire situation highlights a critical flaw in complex, multi-vector pricing, where the final bill is a moving target based on variables that are often outside of your direct control. The Unspoken Cost of Complexity and the Case for a Flat Rate The operational drag of a complicated billing model is a real but often unmeasured expense. When your monthly software bill requires a spreadsheet to decipher, you lose the ability to forecast costs with any certainty. This is the hidden tax of complexity, and it is not just Richpanel; this issue is endemic to the helpdesk industry. Platforms like Gorgias or Zendesk often employ models that sound fair in theory but often lead to shocking overage fees during busy months. For example, Gorgias's Pro plan might include 2,000 tickets for around $360, but a sales-driven spike to 3,000 tickets would trigger overage fees at approximately $0.36 per ticket, adding an extra $360 to your bill. Your reward for a successful sales promotion is a punishingly high support bill that doubles your cost. Similarly, Zendesk's well-known per-agent plans, such as Suite Growth at a reported $89 per agent, become much more expensive when you add necessary capabilities. Their advanced AI add-on, the Copilot, costs an additional $50 per agent per month, increasing a team's core software cost by over 56% before any usage fees are even counted. This forces you to choose between serving your customers and protecting your margins. The constant threat of a surprise bill creates a low-grade anxiety for store owners, turning a tool that should be a source of efficiency into a source of financial stress. The core problem is that these models align the software vendor's revenue with your cost center. The more problems your customers have, the more the vendor gets paid. This is a fundamentally misaligned partnership. An alternative exists, and it is built on the principle of radical simplicity. Instead of a multi-part formula, imagine a single, flat monthly fee. This is the approach we have taken with Arbyn. For store owners tired of calculating costs based on seats, conversations, and resolutions, our model is a breath of fresh air. Arbyn's pricing is tiered by a single, clear metric: the number of conversations your AI agent can handle. The Arbyn Starter plan is permanently free for up to 150 conversations a month, with full access to every feature, eliminating software cost as a barrier for new brands. For stores with higher volume, the Arbyn Growth plan provides 500 conversations for a flat $59 per month, while the Arbyn Agent plan offers completely unlimited conversations for a flat $99 per month. There are no per-seat fees, no per-resolution charges, and absolutely no overages. You can have one, five, or twenty team members collaborating and overseeing the AI without the bill changing. You know your exact support software cost on the first of the month, and that number never changes, no matter how busy you get. This predictability is more than a feature; it is a philosophy. We believe your tools should be a fixed, predictable cost, allowing you to scale your revenue without scaling your overhead. If you are ready to escape the complexity of variable pricing, you can install Arbyn from the Shopify App Store and have a predictable, powerful AI agent working for you in minutes. Ultimately, the choice of a helpdesk platform is also a choice about the kind of business you want to run. Choosing a tool with a complex, variable, and often confusing pricing model means accepting a degree of unpredictability in your core operational budget. This decision has downstream consequences, forcing your head of support into tense budget defense meetings with the CFO to justify a 50% overage on the support software bill after a record-breaking quarter. This operational friction pulls your leaders away from coaching agents and improving customer satisfaction scores, directly impacting the customer experience. In an e-commerce environment where acquiring a new customer can cost five to twenty-five times more than retaining an existing one, this is a critical failure. It means accepting a reality where your reward for a record-breaking sales month is a painfully inflated software bill that punishes your success. A move towards simplicity and predictability in your tool stack is a move towards greater operational control and alignment. It frees your team to focus their energy not on deciphering software bills or fearing success, but on serving your customers and growing your brand. --- ## Pricing - **Arbyn Starter** - $0/month, permanently free. 150 conversations / month. Resets 1st of each month. - **Arbyn Growth** - $59/month flat. 500 conversations / month. Resets 1st of each month. Or $600/year (just under two months free, saves $108, 15% off). - **Arbyn Agent** - $99/month flat. Unlimited conversations. Or $990/year (two months free, saves $198, 17% off). - **There is no trial.** Billing starts immediately on any paid plan. The free Arbyn Starter plan is permanent. - The conversation cap is the only difference between plans. There is no feature gating. ## Channels Live today: **support email** and **on-site live chat**. That is the complete list. SMS, Instagram DMs, Facebook Messenger, WhatsApp and Voice are on the roadmap and are NOT live. Arbyn does not edit orders or change line items. Money-moving actions (cancel, refund, discount, gift card, reship, return) require the store owner's approval, and then Arbyn performs them. Running them fully autonomously is a beta authorization and is in development. Shipping address changes are already autonomous. ## What Arbyn does on a Shopify order - **Change the shipping address**: Live. Arbyn does this on its own. Arbyn updates the shipping address on the Shopify order itself, inside the conversation, and writes the change to the order timeline. - **Cancel an order**: Live. You approve it, then Arbyn cancels the order. Anything that moves money waits for the store owner's approval. That is a deliberate control, not a missing feature. Once you approve, Arbyn fires Shopify's order cancellation itself and confirms it to the customer. - **Issue a refund**: Live. You approve it, then Arbyn issues the refund. Arbyn prepares the refund against the original payment method and sends it to you. On approval it files the refund in Shopify. You can cap the value it is allowed to prepare, per channel. - **Apply a discount**: Live. Arbyn creates a real Shopify discount and applies it to the cart, handing the shopper a checkout with the code already on it. It can also issue a discount code on an order once you approve it. - **Send a gift card, or reship an order**: Live. You approve it, then Arbyn does it. Arbyn creates the gift card, or raises the replacement order, in Shopify once you approve. - **Start a return**: Live. You approve it, then Arbyn opens the return. Arbyn opens the return in Shopify on your approval. - **Look up a gift card or store-credit balance**: Live. Arbyn does this on its own. "Do I have store credit left?" is a question most support tools answer with a human. Arbyn reads the balance itself, for a verified customer or from the code they give you, and reports the masked card, the balance and the expiry. If there is no card, it says so rather than guessing. - **Handle a subscription question**: Live. You choose what it does. Arbyn knows which of your products are sold as a subscription, shows that on the product card in the conversation, and sends a subscriber to their subscription management page to pause, skip or cancel. It answers how your subscriptions work from your own knowledge, but it does not read an individual customer's contract, so it will not state their renewal date or status. Most cancels are a customer with product piling up, and the fix is getting them to the page where they can slow the cadence down. Reading the contract itself is on the roadmap. - **Answer support email and live chat**: Live. Arbyn reads every inbound support email and every chat, works out the intent, pulls the live Shopify context, and replies in your brand voice. Money-moving actions (cancel, refund, discount, gift card, reship, return) require the store owner's approval, and then Arbyn performs them. Running them fully autonomously is a beta authorization and is in development. Shipping address changes are already autonomous.