Resources Worth

Worth Articles

Is it worth the money? Guides on the Worth pillar of the ANSWER framework and AI answer-engine visibility.

Correcting a Costly Price Error

An analytics platform lowered its entry price but kept losing mid-market deals because AI still quoted the old, higher number. This illustrative case study walks through the Worth error an audit revealed, the pricing and value work that fixed it, and how the score moved from Marginal to Strong.

David Tang · Jul 15, 2026

How to Improve Your Worth Score by Feeding AI an Accurate Value Story

An engine can only price you as accurately as its sources allow. Improving your Worth score is the work of giving AI correct pricing and a clear value story to read. Here's the step-by-step AI visibility playbook for getting AI to quote your price right and frame your value fairly.

David Tang · Jul 12, 2026

The Pricing-Page Readiness Checklist for AI

AI can only repeat a price it can read. This checklist covers both halves of Worth: whether your pricing page is readable to AI, and what engines actually say when customers ask if you're worth it. Work through the readiness checks and the test prompts to find your gaps.

David Tang · Jul 12, 2026

Priced Wrong at the Worst Moment

A customer does all the homework, then asks AI "is it worth the price." The engine quotes a number that's too high, and they close the tab. This is the Worth failure that strikes at the moment of purchase, after every other category did its job. Here's what it looks like and why it happens.

David Tang · Jul 6, 2026

Why Does AI Say My Product Is Overpriced?

AI told a customer you're expensive, or quoted a price you don't charge? Here are direct answers on why AI calls products overpriced, why it misquotes prices from hidden sources, how AI pricing differs from SEO, and how to get AI to represent your value fairly.

David Tang · Jul 6, 2026

What Is Worth, and Why AI Pricing Errors Cost Deals

A customer asks AI "is it worth the price," and the engine answers with a number and a verdict. Worth is the AI visibility category that measures whether that pricing answer is accurate and fair. Here's what it measures, how the accuracy cap punishes wrong prices, and why a bad value answer ends deals.

David Tang · Jun 30, 2026

Worth: Making Sure AI Gets Your Price and Value Right

A customer asks AI "is it worth the price," and the engine's answer becomes the final reassurance or the final objection. The complete AI visibility guide to Worth, the ANSWER category for pricing: what it measures, how the accuracy cap works, why AI calls brands overpriced, and how to fix it.

David Tang · Jun 30, 2026