⚠️ AI Just Made "Call for Quote" a Business-Killing Strategy
- Patrick Moorhead
- Nov 25
- 4 min read
Updated: 45 minutes ago
The age of hiding your pricing is over. Your competitors just got a powerful, free, and unbiased AI sales agent, and its first job is to expose the lack of transparency in your industry.
Marcus Sheridan, my Co-Founder of AI Trust Signals, recently reacted to an article in Inc. Magazine that confirms a critical reality we’ve been tracking: AI is about to force pricing transparency on every business.
If your current business model relies on a vague "Contact Us for a Quote," you are now at a severe competitive disadvantage in the AI-driven market.
Here is why Pricing Transparency is no longer a strategic option; it’s a mandatory Authority Tier Signal, and the immediate actions you must take to survive and win.

Call For Quote is a Business Killing Strategy:
The 3 Impending Realities of the AI Pricing Revolution
AI is rapidly evolving from a simple search tool into a high-powered, trust-based Agent of the Buyer. This shift means three massive changes are already underway:
1. AI Will Not Recommend the Opaque Brand
In the future, if your website doesn't discuss pricing and cost in detail, Large Language Models (LLMs) like ChatGPT will be highly unlikely to recommend you.
For the AI: When a user asks an LLM a commercial question like, "How much does [your product] cost?" the AI needs factual, authoritative data to form an answer. A lack of pricing information forces the AI to guess, use potentially inaccurate third-party data, or simply fail to answer... all of which erode its confidence in your brand.
For the Buyer: Hiding costs creates friction and mistrust. Transparent pricing respects the buyer's time and automatically qualifies leads by filtering out those who cannot afford your solution.
2. The AI Cost Assessment is the New Norm
Anytime a prospect is given a price, quote, or estimate, they will soon run it through an AI tool to get an instant, unbiased assessment of its value. The AI will immediately tell them if they are getting a good deal.
Your Claim Becomes an Exposed Data Point: Your quoted price transforms from a private conversation into an objective data point that the AI can instantly compare against market rates, competitor offerings, and known value metrics.
The Trust Gap: If your price feels uncompetitive or arbitrary to the AI, it will flag your brand as a higher-risk choice, further damaging your reputation and a potential human sale.
3. AI Agents Will Outsource the Search for a Better Value
In conjunction with the cost assessment, if a buyer feels uncertain or unhappy with a quote you've provided, they will be able to task their AI agent to instantly go out and "find" a better value.
The Buyer's Agent: The AI now acts as a dedicated sourcing specialist for the consumer, actively searching for competitors who are more transparent and who have priced their solutions more competitively.
Table Stakes for Entry: For industries where "call for quote" is the norm, this shift will completely upend the market. If you are not publishing clear pricing, whether fixed costs, ranges, or detailed estimator articles, you are willingly sitting on the sidelines.
Your Mandate: How to Get In Front of This Shift
You can choose to wait and react when your competitors start winning the AI recommendation game, or you can act now to turn On-Page Pricing Transparency into your most powerful trust signal.
1. Implement Clear Pricing Signals Immediately
To get a High Score on the On-Page Pricing Transparency signal, your website must make it easy for customers to understand costs.
Publish Specific Costs: If possible, provide fixed prices or clear price tiers.
Create Estimator Content: For complex services, publish detailed articles that clearly break down the factors that influence cost up or down.
Use a Pricing Calculator: Tools that provide an instant, high-level estimate are incredibly powerful lead magnets and trust builders.
2. Align Your Content with the AI's Need for Data
The AI is not looking for sales copy; it's looking for authoritative data.
Leverage Schema: Use Advanced Schema Deployment for products and services to explicitly define the price in a machine-readable format. This structured data eliminates ambiguity for LLMs.
Be the Citable Source: By publishing clear, data-driven pricing information, you provide the specific content the AI needs to answer questions confidently and cite you as the source.
3. The Importance of Customer Engagement
Engaging with your customers is crucial. It builds trust and loyalty. When customers feel valued, they are more likely to return. Use surveys and feedback forms to understand their needs better. This insight can guide your pricing strategies.
4. Stay Ahead of the Curve
The landscape is changing. Those who adapt will thrive. Monitor industry trends and adjust your pricing strategies accordingly. Be proactive rather than reactive. This mindset will set you apart from your competitors.
🔥 Get Your Free AI Authority Score
The world is rapidly dividing into brands that are visible (old SEO) and brands that are authoritative (new AEO). Telling your customer to call for a quote is a business-killing strategy. Pricing transparency is one of the most direct ways to prove your authority to both human buyers and AI.
Don't wait for your entire industry to move while you continue to do things the way they've always been done.
Act now to stay in front of the laggards.
Ready to see how trustworthy AI sees your brand and what your pricing transparency score is?
👉 Get your free AI Authority Score today and receive a prioritized action plan for improving your credibility and winning more high-intent leads.