ChatGPT and AI software are becoming increasingly popular in SEO and content creation. As a result, prompt engineering has become a valuable skill that can enhance your performance as an SEO specialist.
In this article, we will outline essential considerations when creating ChatGPT prompts for SEO and provide a comprehensive list of SEO-focused prompts to incorporate into your daily work.
In this video
- 0:00 Why ChatGPT Prompts Fail Small Businesses
- 0:43 Vague vs Specific Prompt Comparison
- 1:38 Five-Part Prompt Formula That Works
- 2:03 Marketing Prompts for Local Businesses
- 3:04 Sales Prompts That Save the Most Time
- 4:01 Operations Prompts for SOPs and Hiring
- 4:33 Customer Service and Review Response Prompts
- 5:36 Local SEO Content Prompts
- 6:20 Lead Generation Prompts That Convert
- 6:52 Prompt Specificity and Time Savings Table
- 7:23 Iteration Skills Most New Users Skip
Creating Effective ChatGPT Prompts
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Before delving into specific examples, it is crucial to understand ChatGPT’s limitations to develop a successful prompt engineering strategy. Here are some essential points to consider:
- ChatGPT’s data set is not up-to-date, so not all information is current or accurate.
- ChatGPT has access to information about the web from when it was trained, but it does not crawl it.
- ChatGPT can get things wrong, including facts, math problems, and code.
- ChatGPT lacks expert-level knowledge about any individual subject.
- ChatGPT was not designed to be an SEO tool, so its responses may use different data sets than your favorite SEO tools.
To create a good prompt, follow these tips:
- Provide a clear and comprehensive prompt.
- Ensure that ChatGPT can complete the task you’re requesting.
- Refine your prompt as you evaluate the output.
- Anticipate potential pitfalls and address them in the prompt.
Effective ChatGPT SEO Prompts
Here are some examples of effective ChatGPT SEO prompts:
Keyword and Topic Brainstorming
Use ChatGPT as a brainstorming tool for tasks like keyword research. For example, if you’re creating a site aimed at delivering information about coaching for youth basketball coaches, start with a prompt like this:
“Can you provide some popular topics and suitable sites in the youth basketball coaching niche?”
The output might look something like this:
“Popular topics: youth basketball drills, coaching strategies, shooting techniques, passing skills. Suitable sites: youthbasketballcoach.com, hoopcoach.org, bballcoach.com.”
Keyword Research
Use ChatGPT to generate keyword ideas, such as:
“Can you suggest some popular and low-competition keywords for youth basketball coaching?”
ChatGPT’s output might be:
“Popular and low competition keywords: youth basketball drills, basketball coaching tips, youth basketball camps, coaching resources.”
However, remember that you must evaluate the output carefully. For example, you might ask:
“How did you determine that these keywords are the popular and low competition?”
ChatGPT might respond with:
“I used Ahrefs, Moz, and Keyword Planner to generate keyword ideas.”
You can then follow up with a request to check the competition for the suggested keywords.
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Asking ChatGPT to Answer as a Persona

Another effective, prompt framework is to ask ChatGPT to answer a prompt “as an X,” with X being a person with a specific job, level of experience, or expertise. For example:
“Can you suggest keywords that a youth basketball coach with five years of experience might search for?”
ChatGPT’s response might be:
“Keywords a youth basketball coach with five years of experience might search for: advanced youth basketball drills, coaching strategies for middle school players, effective youth basketball offense and defense.”
ChatGPT Prompt Engineering Strategy
The CPC bid strategy is the most straightforward. You bid on your ad and wait to see what Google will give you back in return. Click-through rate (CTR) is the most important metric for your ads, so increasing your CTR will increase your conversions, and CTR is directly related to CPC. Every type of CPC bid strategy works, and it’s all based on how Google chooses to show ads to the searchers it’s tracking. The keyword you target is the only thing they’ll factor into this decision. As long as you’re adjusting to your target keyword, this strategy will yield you the best results.
The Target Cost-per-acquisition (CPA) Bid Strategy
One of the simplest bidding strategies is the Target Cost-per-acquisition (CPA) Bid strategy. This strategy uses a combination of bid prices, ad position, keywords, and ad copy. It’s a very popular approach, with Google Ads showing over 15 billion in total ads for this bidding strategy. Target cost-per-acquisition bids work best with ad copy that is simple and actionable.
For example, if you want to sell tickets to a music concert, you might write in your ad copy:
Join www.buy.ticketleap.com and get tickets to the sold-out Drake concert on Wednesday. Buy a ticket to the sold-out Justin Timberlake concert on Tuesday.
This simple copy is simple and measurable. By adding this simple keyword, your conversion rate is going to be much higher.
The Target Cost-per-impression (CPM) Bid Strategy
CPM bidding is the simplest of all Google Ads strategies, and it’s the most inexpensive way to run a targeted ad campaign. The CPM model only requires a simple divider: Cost-per-impression (CPI) is the amount you’re willing to pay per impression on your ads. The conversion rate (CTR) is the number of conversions a user experiences on your ad. You should use Google Ads CPC bidding when you have a very low CTR and your CPI is high. To increase your CPC, start by lowering your CTR. This is known as “channel regression.” Use this conversion rate calculator to analyze your CTR. A low CTR indicates that your ads are getting lost in the noise. Once you know your CTR, you can go back to the conversion rate and start decreasing your CPI. For example, if your CTR is 0.
The Quality Score Bid Strategy
Another type of Google Ads bidding strategy is the Quality Score Bid strategy. Quality Score Bids are a great way to increase conversion rates by making your bids more competitive. It works like this: Under Quality Score Bids, you bid below the minimum bid (typically $0.30 or $0.50). After your bid, you’re evaluated against competitors. If you beat their bid by more than $0.05, you’ll be marked “High Quality.” If you beat it by less than $0.05, you’ll be marked “Low Quality.” This is a very effective bidding strategy for the campaigns that are easily performing (and have a high potential for higher conversion rates). To learn more about Quality Score Bids, check out this article from Criteo.
Using the Right Strategy
Before you go all-in on any marketing strategies, make sure you’re using the right ones. Your Google Ads strategy is crucial to growth and helps you gauge the right balance between conversions and costs. If you don’t get your strategy right, your ads will be too expensive, and you’ll be wasting time and money.
Using the Right Strategy
Before you go all-in on any marketing strategies, make sure you’re using the right ones. Your Google Ads strategy is crucial to growth and helps you gauge the right balance between conversions and costs. If you don’t get your strategy right, your ads will be too expensive, and you’ll be wasting time and money.
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Key Takeaways
- ChatGPT gives better SEO output when you paste in your own data (service area, real queries, competitor headings) instead of asking it to recall facts.
- Every prompt should name the task, the audience, the constraints and the output format, so you get something you can use without a rewrite.
- Treat ChatGPT as a drafting and sorting tool; verify keywords, claims and local details with Google Search Console, Google Business Profile and your own records.
- Saving your best prompts in a shared library makes results consistent and cuts the time spent on repeat tasks.
- Clear, specific, well-structured pages are what AI assistants quote, so prompt for clarity and usefulness rather than keyword volume.
Feed ChatGPT Your Own Data Before You Ask
The fastest way to improve an SEO prompt is to give ChatGPT information it cannot know. It does not see your rankings, your customers or your service area unless you paste them in.
Here is what to include, depending on the task:
- Real search queries from the Performance report in Google Search Console, including queries where you rank on page two.
- Customer language from emails, call notes, reviews and form submissions.
- Business facts: services offered, cities served, licenses, hours, price ranges and what you do not do.
- Competitor structure: the headings (not the full text) of the top three or four pages for the query.
- Constraints: reading level, word count, brand tone and words to avoid.
A prompt built this way looks like: “Here are 25 queries from Search Console for my HVAC company in Greenville, SC. Group them by search intent, label each as informational, local or ready-to-buy, and tell me which ones my current service pages do not cover. Do not invent search volumes.”
That last sentence matters. Telling the model what not to do reduces made-up numbers and filler.
Prompts for On-Page SEO Tasks
ChatGPT is strongest at on-page work where you supply the facts and it handles wording and structure. Use it for drafts, then edit.
Title tags and meta descriptions
Give it the page’s main topic, the primary query, the city and the one thing that sets you apart. Ask for five options in a table with character counts, then check the counts yourself, because language models often miscount.
Example: “Write five title tag options under 60 characters and five meta descriptions under 155 characters for a page about emergency water heater replacement in Asheville, NC. Include the primary phrase near the front. Avoid superlatives and exclamation marks. Return a table with a character count column.”
Heading outlines
Paste the competitor headings and ask for gaps rather than a copy. “Compare these three heading outlines with my draft outline. List topics they cover that I do not, and topics I cover that they miss. Do not rewrite my outline yet.”
This keeps your page from becoming a blend of what already ranks. The original angle is your advantage.
FAQ sections
Ask ChatGPT to write questions in the way a customer would say them on the phone, then answer them only from facts you provide. Tell it each answer must start with a direct yes, no or number-free statement, followed by one or two supporting sentences.
Schema and structured data drafts
You can ask for a JSON-LD draft of LocalBusiness or FAQPage markup, but always test it in Google’s Rich Results Test and compare it with Google Search Central documentation before publishing. Models sometimes use outdated or invalid properties.
Prompts for Local SEO Pages and Profiles
For local work, the prompt must carry the local facts, because generic output is what makes city pages look thin. Give ChatGPT real neighborhoods, real job types and real project details.
A workable location-page prompt: “Draft an outline for a page targeting ‘roof repair in Greer, SC.’ Use these facts: we serve Greer, Taylors and Simpsonville; we handle storm damage and leak repair; we offer free inspections; our crew has worked in this area since [year you supply]. Add a section on what homeowners should check before calling a roofer. Do not mention landmarks or neighborhoods I did not list.”
Pair this with our guide to creating an ideal location page so the output has a solid structure to follow. For the broader picture of where AI helps and where it does not, see how ChatGPT can boost local SEO.
Other local tasks that suit prompts:
- Drafting Google Business Profile post ideas from your recent jobs (you supply the job notes).
- Writing reply drafts for reviews, with a rule to mention the specific service but never personal details.
- Turning a technician’s rough voice notes into a short “what we found, what we did” project summary.
- Creating a list of questions customers ask before booking, to feed a service page or FAQ.
Prompts for Content Briefs and Refreshes
A brief prompt works best when it asks for decisions, not paragraphs. You want ChatGPT to help you plan the page, and you write or edit the final copy.
A simple brief prompt
“Create a content brief for the query ‘how much does a new septic tank cost in western North Carolina.’ Include: the searcher’s likely situation, the one-sentence answer the page should open with, five subtopics, three mistakes to warn about, what proof we should include (photos, permit steps, price ranges from our own jobs), and a suggested internal link list from the page titles below.”
A refresh prompt for older pages
Paste the existing page text and ask: “List claims on this page that may be outdated, sections that repeat each other, questions a reader would still have, and any paragraph longer than four sentences. Do not rewrite anything yet.”
Review the list, then rewrite section by section with a second prompt. Splitting the audit from the rewrite makes the edits more careful. For a full workflow from brief to publish, see our seven-step process for SEO articles with ChatGPT.
What to Verify for Each Type of SEO Prompt
Different tasks carry different risks, so check different things. This table shows the best input and the main verification step for common prompt types.
| Prompt type | Best input to provide | What to verify |
|---|---|---|
| Keyword ideas | Search Console queries, customer phrases | Volume and difficulty in a real keyword tool |
| Title and meta drafts | Primary query, city, differentiator | Character counts and pixel truncation in a SERP preview |
| Content briefs | Competitor headings, your services | That the intent matches what ranks today |
| Location pages | Real areas, projects, staff details | Every place name, claim and license |
| Review replies | Review text, your reply rules | No private details, no promises you cannot keep |
| Schema markup | Business facts, page URL | Rich Results Test and Search Central guidance |
| FAQs | Real customer questions, your policies | Accuracy of prices, timelines and guarantees |
A Five-Step Review Routine for Every Output
Reviewing ChatGPT output takes about 10 to 20 minutes for a typical page section, and skipping it is where most errors reach your site. Use the same routine each time.
- Check facts against your records. Prices, service areas, licenses, hours and warranties come from you, not the model.
- Remove filler. Delete openers like “In today’s world” and any sentence that could appear on any business’s site.
- Add proof. Insert a real job detail, a photo note, a local reference or a technician’s tip that the model could not have invented.
- Test against intent. Search the target query and confirm your page answers what the top results answer, in the same format (guide, price list, service page).
- Read it aloud. If it sounds like nobody you know, rewrite it in the voice your customers hear on the phone.
Prompt Mistakes That Hurt SEO Results
Most poor outputs come from a short list of avoidable prompt errors. Fix these first before blaming the tool.
- Asking for “an SEO-optimized article.” The phrase has no clear meaning; name the query, the audience and the page type instead.
- Requesting search volume or rankings. ChatGPT is not a data source for these, so use Search Console or a keyword tool.
- Generating many near-identical city pages. Swapping city names produces thin pages; each needs distinct local facts.
- Publishing the first draft. Unedited output tends to be generic and sometimes wrong.
- Leaving out the reader. If you do not say who the page is for, the result defaults to a generic audience.
- Writing one giant prompt. Break complex jobs into steps (audit, outline, draft, edit) and review each one.
- Forgetting to set boundaries. Add lines such as “use only the facts I provided” and “say you are unsure if information is missing.”
Build a Reusable Prompt Library
A prompt library is a shared document of tested prompts with notes on when to use each one. It saves time and keeps output consistent across everyone on your team.
Set one up in an afternoon:
- List the 8 to 12 tasks you repeat most, such as meta descriptions, review replies, service page outlines and FAQ drafts.
- For each task, save the best-performing prompt with placeholders in brackets, like [service], [city] and [customer question].
- Note the inputs required and the verification step beside each prompt.
- Record one example of a good output so new team members know the target quality.
- Review the library every quarter and retire prompts that no longer produce usable results.
If you want starting points, our collection of ChatGPT prompt templates for small business and the list of top ChatGPT prompts for SEO are good places to adapt from. For deeper content work, read about mastering prompts for SEO content.
Prompt for Pages That AI Assistants Can Quote
AI assistants tend to quote pages that state a clear answer early, stay specific, and back it with detail. You can build those habits into your prompts.
Add these instructions when drafting:
- “Open each section with a one- or two-sentence direct answer.”
- “Use ranges for costs and timelines, and explain what changes the range.”
- “Name the process steps in order.”
- “Keep paragraphs to four sentences or fewer.”
- “Do not include statistics unless I provide the source.”
Structure alone will not earn mentions, because assistants also weigh trust, consistent business information and whether other sources reference you. Our guide on how to get cited by ChatGPT covers those factors in more detail.
Want Help Turning Prompts into Leads?
Good prompts speed up drafting, but rankings and calls still depend on accurate local details, strong pages and a clean Google Business Profile. If you would like a second set of eyes on your current pages or a plan for using AI safely in your marketing, you can talk with the PushLeads team.
Frequently Asked Questions
What makes an SEO prompt different from a regular ChatGPT prompt?
An SEO prompt names a specific search query, a page type and a reader, and it supplies real data. A regular prompt often only names a topic. The extra detail gives the model enough context to produce a draft that matches search intent.
Can ChatGPT replace keyword research tools?
No, it cannot replace them. ChatGPT is useful for generating and grouping ideas, but it does not have live search volume or competition data. Use it to brainstorm, then confirm with Google Search Console or a dedicated keyword tool.
How long should an SEO prompt be?
Long enough to include the task, audience, facts, constraints and format, which is usually 80 to 250 words. Longer is fine when you paste in source material. If a prompt tries to do four jobs at once, split it into separate steps.
Is it safe to publish ChatGPT content as is?
It is not a good idea. Unedited output can contain wrong facts, generic phrasing and invented details. Review it against your own records, add real project or customer detail, and make sure it answers the query better than what already ranks.
How do I stop ChatGPT from making up facts in my prompts?
Tell it to use only the information you provide and to say when it is missing something. Avoid asking for statistics, rankings or competitor data it cannot see. Then check every name, price, date and claim yourself before publishing.
Can I use the same prompt for every city I serve?
You can reuse the structure, but each city needs its own facts. Change the neighborhoods, job examples, local concerns and any service differences for every page. Pages that only swap the city name tend to read as thin and repetitive.
How often should I update my prompts?
Review them about once a quarter or whenever outputs start feeling stale. Models and search results change, and your business does too. Keep the prompts that still produce usable drafts and rewrite the ones that need heavy editing.
In this video
- 0:00 Incredible Roots SEO Silo Overview
- 1:03 Pillar Pages and Cluster Pages Explained
- 2:16 Background Processes During Silo Generation
- 2:44 Dashboard Setup and Project Creation
- 3:25 WordPress Connection and Application Password
- 6:02 Publish Settings for Silo Pages
- 7:03 Testing the WordPress Connection
- 7:39 Generating Pillar and Cluster Pages
- 9:54 Project Knowledge File Options
- 11:14 Content Volume Recommendations
Full transcript: Mastering SEO Silos with Incredible Roots A Step by Step Guide 📈

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