When a pricing answer cites the wrong page

A pricing citation backs an answer only as far as the page actually contains the stated amount for the offer in the question.

Start with the provisional scan if you want a short sample, then open the cited page and the vendor offer that applies. This guide is about pricing pages and the claims hung on them.

A citation is a page

OpenAI's web-search help, accessed 26 September 2026, is the basis for opening a citation you can see. A link to a page is not evidence that every sentence beside the link is carried by that page.

Copy the prompt, the reply, the observation time and timezone, the product surface, and the citation URL as displayed. Find the claim in the reply and the matching sentence on the page. If the amount is absent, record it as absent. Do not guess why.

Then name the offer the question asked for: product, plan, unit, currency, billing interval and region. Compare a vendor page for that same offer. One field that does not match can explain why two figures should not be treated as rival claims about one offer.

Keep the reply, the roundup and the vendor page on separate rows. For each, write the text or the figure, the date, and the source. Then name the plan, the amount and the annual billing condition. A shared number is only the start. The unit and the conditions say what the number describes. Leave a field blank, or mark it unknown, when the source does not establish it.

Connect each conclusion to the row behind it. Check the cited sentence, the page address and the observation time before you carry a value to another row. A source can answer one part and leave another open. A document can name a rate and still say nothing about eligibility, or about how a different document treats that rate. Keep the wording beside the value.

If the cited page and the vendor page name different offers, keep both amounts and name the page type. A docs page, a marketplace listing and a third-party roundup can each be accurate about one slice of the product and still fail as support for the offer in the prompt.

Before you draft a correction, quote the sentence that does or does not contain the amount. The request stays a draft until the vendor approves sending it. Sending it does not show that the publisher changed the page.

Four page types

The type of page tells you where to look. It does not decide whether the amount matches the offer. A first-party page, documentation, a marketplace listing and a roundup can each describe a true offer that is still a different offer.

For each page, write the amount, the unit, the billing condition and the applicability that are actually shown. If a page omits one of those fields, mark it unknown. A third-party page can be a useful lead without establishing the current vendor offer.

When pages disagree

First ask whether the pages describe the same offer. A marketplace offer and a direct offer, or a monthly plan and an annual commitment, can carry different conditions. Do not call the gap a changed price until comparable scope and dated evidence support that claim.

The guide to old prices covers a dated comparison. If the citation lacks the stated amount, the reply is unsupported by that citation, and the amount is not automatically false. If the citation will not open, or its scope is missing, leave the source unclear.

Keep the citation URL and the vendor URL with the text you saw. A later visit is a new observation. It is not a reconstruction of an earlier page. Separate what the page showed when you inspected it from what it might have shown when the reply was produced.

A fictional roundup

An invented reply cites a fictional roundup and says a plan costs USD 25 per user per month. The roundup says USD 25 per user per month billed annually. The vendor page describes a matching annual offer. The amount and every detail in this example are invented.

The roundup supports the annual offer. It does not support an unqualified claim about monthly billing. If the question asked for monthly billing, look at the actual monthly offer before you conclude anything about its amount. Save the missing billing condition with the citation.

If the vendor page instead names a different plan or market, that is another reason to stop before you subtract the amounts. A precise comparison starts by matching what each page is describing.

Put the reply on the sheet as you saw it. The fictional amount is USD 25, the unit is one user, and the period is expressed per month. The reply cites a roundup, so record that address as the cited page. Do not swap in the vendor address. The reply does not supply the annual billing condition in the example. It also does not establish a region, a minimum quantity or eligibility, so those fields stay open.

The roundup row carries the same amount, currency, user unit and monthly expression, plus the annual billing condition. That is evidence for the narrower offer on the roundup. The link is relevant to the amount. It cannot make the unqualified reply the same thing as a monthly-billed offer. Copy the sentence that holds the condition, not only the headline number.

The vendor row describes a matching annual offer in the example. That comparison helps identify the offer. It does not show that the roundup was current at some earlier time, or that the reply used the vendor page. Keep the vendor observation date and the roundup observation date apart. The example provides no monthly-billed amount and no account quote. Neither can be inferred from a matched annual figure.

If the question itself specified monthly billing, the page's annual condition means the cited sentence is not evidence of the requested monthly commitment. The next step is to look for the applicable monthly offer, not to label the cited number false in every context. If the question asked about annual billing, say that the citation supports the amount in that narrower context, and keep what the reply actually said.

Page identity matters too. A roundup may discuss several plans or vendors in adjacent paragraphs. Record the heading and the text that connects the figure to the fictional plan. If the number is present but attached to another product, the number alone does not support the claim. If the heading or the relevant sentence is missing from a retained capture, note the uncertainty. Do not rebuild the association from a search result.

In a correction draft, describe the issue so the publisher can check it: the sentence, the missing annual condition, and the vendor source for the matching offer. Include the observation dates and the scope that was actually visible. A request can ask for a review without asserting that a future assistant response will change. Keep the draft, and any later response, with the original evidence as separate records.

Prepare a correction draft

For material you control, the pricing page checklist helps you see where the offer needs more context. For another publisher, draft a note that names the exact page and sentence, the offer that applies, and the supporting vendor URL.

A correction request remains a draft until the vendor approves sending it. Sending it does not prove the publisher changed the page. Google's recrawl guidance, accessed 26 September 2026, is about Google. A recrawl request does not promise immediate inclusion, or inclusion at all, and it supplies no timetable for a ChatGPT answer.

Keep the original observation and any later publisher response apart. A later page change is its own dated observation. Do not promise a future assistant answer, and do not attribute a change to the request without evidence.

Questions

Does a citation prove every sentence near it?

No. Open the page and check the specific sentence and offer the reply claims it supports.

Is a third-party page automatically unusable?

No. It can describe an offer. Compare its scope and stated amount with the vendor page for the same offer.

Does sending a correction show that a page changed?

No. A correction request is a draft until approved, and sending it does not establish that the publisher changed the page.