ChatGPT for SEO: Prompts That Save Hours, and the Answers You Have to Check

A well-read assistant that has never seen your data

Think of ChatGPT as a new hire who has read most of the internet and none of your files. It writes fast, knows the vocabulary and has never opened your Search Console account, your call log or the question a customer asked at the counter last Tuesday. Everything good it does for SEO comes from pairing its speed with your information. Everything bad comes from asking it for information it does not have.

This page is about ChatGPT as a tool you use. Getting your business named when customers use ChatGPT is a separate job with separate levers, covered in how to get recommended by ChatGPT. The two meet in one place: both reward a site with clear, specific, accurate pages, which is exactly the kind of page ChatGPT can help you write faster, if you feed it the facts.

Eleven SEO jobs, graded without flattery

The pattern is simple. ChatGPT is strong wherever the job is rearranging or generating language, and weak wherever the job needs data from Google, your analytics or the live search results. Here is how that plays out across the tasks people actually hand it.

Six prompts worth saving

A useful SEO prompt does three things: says who the page is for, supplies the facts, and names the format you want back. Vague prompts return the internet's average opinion. These are written for a hypothetical pool builder in Boerne; swap in your own business, towns and data.

• Keyword ideas: 'We build and repair swimming pools in Boerne, Fair Oaks Ranch and northwest San Antonio. List 40 ways a homeowner might search for these services, including questions, cost searches and comparisons. Group them by service. Do not include search volumes.'
• Intent grouping: 'Here are 120 queries exported from Search Console with clicks and impressions. Group them into topics, label each group informational, commercial or local, and flag queries with many impressions and few clicks.'
• A brief, not an article: 'Outline a page on pool resurfacing costs. Use H2s that answer the questions a homeowner asks. Wherever a real price, timeline or warranty from us is needed, write [FACT NEEDED] instead of inventing one.'
• Title variants: 'Here is the page topic, our business name and three facts that set us apart. Write ten title tags of about 60 characters and ten meta descriptions, each carrying one specific detail.'
• Schema: 'Write LocalBusiness JSON-LD using only these facts: [name, address, phone, hours, URL]. Do not add ratings, reviews or any property I did not give you.'
• Regex: 'Write an RE2 regular expression for a Search Console query filter that matches searches starting with how, what, why, can, does or is.'

The thread running through all six: hand it the facts, forbid it from adding its own, and ask for a format you can check. The [FACT NEEDED] line is the most valuable trick here, because it turns the model's habit of filling gaps into a visible list of gaps. On length, Google sets no character limit for titles or descriptions and simply truncates them to fit the screen, so treat 60 characters as a working target. Our guides to title tags and meta tags cover the rest.

Schema drafts: tidy code, made-up values

ChatGPT produces valid-looking JSON-LD in seconds, which is the problem. Left alone, it will add an aggregateRating from nowhere, guess opening hours, or reach for a type that does not exist on schema.org. Google says structured data should match the visible text on the page. Its review snippet rules do not let a business mark up star ratings from reviews of itself. And FAQ rich results stopped showing in Google Search on May 7, 2026, so a FAQPage block written to win one wins nothing.

1. 1

   Compare every value to the page

   Name, address, phone, hours, prices, service area. If a value is not visible on the page, it comes out of the markup.

2. 2

   Strip what Google will not reward

   Self-serving ratings, invented reviews and markup aimed at rich results Google has retired.

3. 3

   Run Google's Rich Results Test

   It shows which rich results the markup qualifies for and flags errors. The Schema Markup Validator checks it against schema.org more generally.

4. 4

   Check again after launch

   Once Google recrawls the page, inspect the URL in Search Console and confirm the structured data it found is what you meant to publish.

Which types a small business needs is covered in our schema markup guide. What schema does, and does not do, for AI answers is in structured data for AI. Short version: accurate markup helps; clever markup does not.

Feeding it Search Console exports without leaking anything

The best SEO use of ChatGPT starts with your own numbers. Export the Performance report from Google Search Console, paste in the queries and pages, and ask the questions a spreadsheet makes tedious: which pages earn impressions for queries they never answer, which queries are questions, which pages compete for the same terms. Treat the reply as a list of hypotheses. Confirm each one in Search Console before you change a page.

Search Console's query and page filters accept regular expressions in RE2 syntax, case-insensitive by default, and ChatGPT writes these well. Google also announced an experimental AI-powered configuration for the Performance report in December 2025 that turns a plain-language request into filters and date comparisons. Google said it was rolling out to a limited set of sites at first and warned it can misread a request, so check the filters it picks.

Five ways ChatGPT is confidently wrong about SEO

• It invents numbers. It has no Google keyword data, and asked for monthly searches it will usually produce a figure anyway. Google's own monthly estimates live in Keyword Planner, which needs a Google Ads account with billing set up.
• It invents facts and sources. OpenAI's help center warns that ChatGPT can sound confident and still be wrong, including invented quotes and citations. Open and read the source behind every statistic in a draft.
• It reports a different search engine. When ChatGPT searches the web it reads its own providers' results, and a February 2025 Seer Interactive test found 87% or more of its citations matched Bing's top results. Ask what ranks for a keyword and you learn what ranks in its sources, not on Google.
• It may not see your page. Vercel's December 2024 analysis found OpenAI's crawlers did not run JavaScript. Ask ChatGPT to review a page whose text loads by script, and it may review an empty shell.
• It repeats retired advice. Its training includes years of old SEO posts. Google says it does not use the meta keywords tag at all, and FAQ rich results are gone, yet both still turn up in confident checklists.

Google's line on pages an AI helped write

Google's position has held since February 2023: appropriate use of AI or automation is not against its guidelines, and using it to generate content mainly to manipulate rankings is spam. The scaled content abuse policy names the practice outright, listing the use of generative AI tools to generate many pages without adding value for users. Google's May 2026 guidance on its AI features adds that optimizing for them is still SEO, so the same standard applies to being quoted in an AI answer.

ChatGPT can draft the page. It cannot supply the reason the page deserves to exist.

In practice that means using ChatGPT to speed up someone who knows the subject, never as a page factory. A hundred town pages with the town name swapped is the pattern the policy describes. One strong service page with real prices, a real process and photos of real work is the opposite. Our guides to scaling content and programmatic SEO show where the line sits.

What a chat window will never do for you

ChatGPT drafts. It does not log in to your Business Profile, notice that a page dropped out of the index, chase a wrong directory listing, ask a happy customer for a review or decide which of forty title tags sounds like your company. That is most of SEO. Owners who use it well treat it as a faster way to do their own part, not a substitute for the part nobody was doing. SEO automation covers what else can safely run on autopilot.

Every custom site we build includes Athena CMS, whose agents do the assistant work with your facts already loaded: Iris drafts titles, descriptions and structured data, Prometheus finds customer questions the site never answers, and Calliope drafts articles, all for a person to approve. Curious whether ChatGPT recommends your business at all? Our free AI visibility check asks it your customers' question and shows who gets named, and a free GEO audit does the same across every engine. The GEO section explains how those answers get made.