Skip to content
QuotedWrong

AI pricing accuracy

Is AI quoting your pricing correctly?

Compare sampled AI pricing claims with your first-party sources.

Free scan: up to two sampled model responses, labeled potential. Only the paid audit is reviewed by a person.

See a sample report

Recorded scan · stripe.comMachine-read, not verified

Assistant excerpt · Perplexity · sonar

“2.9% + $0.30 per successful transaction”

Assistant claim for online domestic card payments, in USD.

First-party fact · stripe.com/pricing

No comparable first-party price was pinned for this claim.

Needs review

Sampled 2 Oct 2026, 18:50:45 UTC

Open recorded scan

Anatomy of a finding

Every finding keeps the evidence behind it, so your team can check it before acting on it.

Recorded scan · stripe.com

Needs review

Open recorded scan
Prompt
How much does stripe.com (stripe.com) cost, and what is the billing period?
Platform
Perplexity · sonar
Locale
en-US
Observed
2 Oct 2026, 18:50:45 UTC
Assistant excerpt · Perplexity · sonar2.9% + $0.30 per successful transactionAssistant claim for online domestic card payments, in USD. This is not a verified Stripe price.The exact words in the sampled answer, with the prompt, platform, locale and time.
First-party factNo comparable first-party price was pinned for this claim.The fact from your own pricing page that the claim was compared with.
Sourcestripe.com/pricing
Captured 2 Oct 2026, 18:49:53 UTC
Where the fact came from and when it was read, in UTC.
Mismatch typeUnsupported comparison · needs reviewWhat kind of difference it is: a value, a plan, a currency, a billing period or a region.
Severity1 of 4 - LowHow much the difference could mislead a buyer, from 1 to 4. A wrong main plan price is 4.
Truth levelPotential discrepancy - machine extractedPotential until a person reviews it. Confirmed only in the human-reviewed audit.
  1. Assistant excerpt

    The exact words in the sampled answer, with the prompt, platform, locale and time.

  2. First-party fact

    The fact from your own pricing page that the claim was compared with.

  3. Source and capture time

    Where the fact came from and when it was read, in UTC.

  4. Mismatch type

    What kind of difference it is: a value, a plan, a currency, a billing period or a region.

  5. Severity

    How much the difference could mislead a buyer, from 1 to 4. A wrong main plan price is 4.

  6. Truth level

    Potential until a person reviews it. Confirmed only in the human-reviewed audit.

Recorded 2 Oct 2026: two sampled responses. The pricing source was localized in German. An unsupported comparison is not a confirmed pricing error.

The product, explained

See the answer. Check the evidence.

See how a provisional scan leads to a human-reviewed audit and correction drafts.

66-second overview

  1. 0:00 What buyers hear
  2. 0:18 Compare with your source
  3. 0:32 Review and respond
Read the explainer transcript

What does AI tell buyers about your pricing? A confident answer can still miss a billing condition, quote an old plan, or compare the wrong unit. That changes the comparison before a buyer even reaches your website.

To respond, you need to see the answer and the evidence behind it. QuotedWrong samples AI answers about your pricing, then compares the claims with your own pricing page.

A free scan flags potential discrepancies. A human-reviewed audit checks the findings, with source evidence, priorities and correction drafts. See what needs attention, understand the missing context, and decide what to clarify.

An audit gives you evidence, not control over an AI answer. See what AI says about your pricing. Start your free scan at quotedwrong.com.

From signal to confirmed

Each step raises what a finding is allowed to claim.

  1. Potential discrepancy - machine extracted

    Free scan

    Enter your domain. We sample up to two model responses and compare the pricing claims in them with your first-party facts.

    • Up to 2 responses
    • Machine extracted
    • Free
  2. Confirmed discrepancy - human-reviewed

    Human-reviewed audit

    A person reviews 28 planned responses from ChatGPT, Claude, Gemini and Perplexity, across seven question categories, against your first-party sources.

    • 28 planned responses
    • 4 assistants
    • 7 categories
  3. Draft correction brief - approval required

    You approve every correction

    You get prioritized fixes and draft correction briefs. Nothing is sent to a platform, publisher or public channel without your approval.

    • Drafts only
    • Your approval
    • After the audit

VerifiedPricing publishes checked pricing records, ordered separately

Free scan or audit

Start with a free signal. Order the audit when you need a finding a person has checked.

Free scan

2 sampled model responses, at most

Free

Potential discrepancy - machine extracted

  • Pricing claims compared with your first-party facts
  • Prompt, platform, model, locale and time on every observation
  • No account needed
Run free scan

Human-reviewed audit

28 planned responses across 4 assistants and 7 question categories

€149 or $149one time

Confirmed discrepancy - human-reviewed

  • One company or domain, one country and language
  • A person reviews every comparison against first-party sources
  • Report with source evidence, dated observations and prioritized corrections
  • Draft correction briefs for your review
Order human-reviewed audit

No subscription. No monitoring. Checkout shows one price in your currency.

Fictional sample - not a customer audit

Fictional values. Recorded (UTC).
Read the video transcript

Explore a fictional pricing comparison. Switch from Price to Billing to see why the billing period matters, then inspect the Trial example.

Open the illustrative sample report. It shows the report format, not a completed customer audit or a live scan result.

Read results by assistant. This fictional sample plans seven responses per assistant, 28 in total. Every count states its denominator; these are not assistant rankings.

Review the scope and limits before deciding whether to order a human-reviewed audit.

The recording uses a local demonstration of the interface. No live scan, real discrepancy, purchase or paid delivery is shown.

Learn how observations are compared with first-party facts.

Report walkthrough

See the report before you order.

Explore the comparison and the sample report in 30 seconds.

  1. Compare price and billing terms
  2. Read the report format
  3. Check the sample scope
View the full sample report

What QuotedWrong does not claim

Read the method
  • Intent or blame.

    We report what a sampled answer stated, not why.

  • Future answers.

    No one can promise an assistant will change what it says.

  • Universal accuracy.

    Findings cover the stated sample, assistants, market and dates only.

  • Legal findings.

    We do not determine negligence, liability or platform-policy violations.

AI answers vary. What can two responses tell me?

On their own, not much, and the result says so. Every observation is dated and scoped, and free findings are labeled potential. The audit reviews 28 planned responses across four assistants and seven question categories.

Is this an AI visibility score?

No. There is no score. You see the exact excerpt, the source the assistant cited, and the first-party fact it was compared with.

Can you make ChatGPT fix it?

No one can promise that, and we do not. You get prioritized fixes and draft correction briefs. Nothing is sent without your approval.

What do I get for €149 or $149?

One human-reviewed audit for one company or domain, in one country and language: 28 planned responses from ChatGPT, Claude, Gemini and Perplexity, and a report with source evidence, dated observations and prioritized corrections. The sample report shows the format before you order.

Will my results be published?

Scan results are not listed or indexed. Anyone with the result link can open it, and a new scan of the same domain reuses the result until the date shown on it. Results cover only public pricing information. Correction briefs are drafts for your review.

Where do the answers come from?

From the assistants' provider APIs, at a recorded time and locale. They are sampled answers, not rankings of the consumer apps and not the answer every user sees.

Check what AI says about your pricing.

Free scan with up to two sampled model responses. No account needed.

Free scan · your domain

Free scan: up to two sampled model responses, labeled potential. Only the paid audit is reviewed by a person.