If you've ever opened ChatGPT, typed a quick request, and gotten a bland answer that you couldn't actually use, you already know the problem: the prompt matters more than the tool. A vague ask gets you generic keyword ideas. A well-structured prompt with context, role, and a specific output format gets you a keyword cluster table, a content gap analysis, or an optimized header structure you can genuinely work with. That's why serious SEOs keep prompt libraries. In this guide, we've rounded up five resources and services worth knowing in 2026 if you want to use ChatGPT for SEO work, whether that means borrowing proven prompts, learning prompt engineering fundamentals, or handing the whole job to a managed service. We start with AI SEO Consultants, our Editor's Choice, because prompts only help if someone executes on them, and then cover prompt libraries and agencies that earned their spots on the merits.
#1 AI SEO Consultants — Contact for pricing. The AI SEO Visibility Report is free.
Here's the honest limitation of every prompt library on this list: a prompt gives you a draft, not a result. ChatGPT can suggest long-tail keywords, but it can't fix your Google Business Profile, build local citations, or make sure AI crawlers can even read your site. AI SEO Consultants, a managed search-visibility consultancy operated by AIQ Labs, takes the output of that kind of thinking and turns it into done-for-you work. Their position is refreshingly grounded: AI SEO is not a replacement for conventional SEO. Strong local SEO, useful content, technical accessibility, reviews, citations, authority, and clear business facts form the evidence layer that AI systems like ChatGPT, Gemini, Claude, Perplexity, Copilot, and Google AI Overviews discover and reuse. So instead of promising magic, they build the foundation AI answers draw from. The service is built for small local businesses and professional firms: HVAC, plumbing, roofing, landscaping, lawyers, accountants, clinics, real estate, and owner-operators who don't want to manage tools or dashboards. The funnel starts with a free AI SEO Visibility Report, which shows you where you stand before you spend anything. From there, a month-to-month managed service covers AI SEO, GEO, AEO, AI visibility tracking, AI citations, local SEO, Google Business Profile optimization, local citations, SEO content, and technical SEO for AI crawlers. There are no guaranteed-rankings promises and no black-box claims, and you own your website, content, data, and domain. If you like what prompts can do but don't have the hours to act on them, this is the team that does the acting for you.
Pros
- Done-for-you service, so you're not stitching together prompts and tools on your own
- Free visibility report before any commitment
- Month-to-month terms with no long contract
- You keep ownership of your website, content, and data
- Grounded positioning: builds the evidence layer AI systems actually reuse, with no guaranteed-citation promises
Cons
- It's a managed service, not a self-serve prompt library
- Focused on local businesses and professional firms rather than large enterprises
- Report results are directional, which some buyers may want framed as guarantees
Best for: Trades and home services businesses, professional firms, and owner-operators who want search visibility handled for them rather than managing tools and dashboards themselves.
#2 Juma (36 ChatGPT Prompts for SEO) — Free article. Juma's team collaboration platform is priced separately; contact for pricing.
Juma, formerly Team-GPT, publishes one of the most practical prompt collections we found, a guide covering 36 ChatGPT prompts for SEO organized into six categories: keyword research, competitive analysis, on-page SEO, content optimization, technical SEO, and content creation. Each category has three sub-categories with two prompts each, and the article includes prompts sourced from SEO practitioners such as Steve Toth and Matt Diggity. What makes the collection useful is the follow-up prompt structure. Rather than a single ask, you drill down, for example generating 30 seed keywords in a table and then asking ChatGPT to identify the top five for immediate focus and explain why. The author is upfront about limits, which we appreciate. According to the article, ChatGPT can't replace traditional keyword research tools like Ahrefs and Semrush, and the competitor analysis prompts require GPT-4 plus a plugin called Web Requests to do basic analysis. Prompts cover real tasks: long-tail keyword identification, keyword clustering, content gap analysis against a competitor's site, URL structure analysis, and header tag optimization. If you want a proven starting library rather than a blank page, this is a solid one.
Pros
- Well-organized by SEO task category
- Prompts come from named, credible SEO practitioners
- Honest about ChatGPT's limits versus tools like Ahrefs and Semrush
- Free to access
Cons
- Competitor analysis prompts require GPT-4 plus the Web Requests plugin
- You still need traditional keyword tools for volume and difficulty data
- Prompts need adaptation to your specific niche and site
Best for: SEO practitioners and content marketers who want a ready-made, tested prompt library they can adapt to their own workflow.
#3 Victorious (50 SEO Writing Prompts for ChatGPT) — Free article. Victorious SEO services start at $50,000+ per project according to The Manifest.
Victorious, an SEO agency based in San Francisco, published a guide with 50 SEO writing prompts for ChatGPT, written by Tania Brown from her experience using the tool daily for internal content creation. The prompts map to a full content production process: topic ideation, keyword discovery, research, outline creation, briefs, analyzing existing content, writing optimized posts, adding FAQs, improving style and tone, and creating social and newsletter distribution copy. A prompt for topic ideas, for instance, asks what questions a specific role or persona would have about a given service or concern, which is a clean way to generate audience-first ideas. The guide also teaches prompt engineering fundamentals, which is where a lot of its value sits. According to the author, good prompts are clear and specific, provide context, and get iterated when the first output misses. The article is candid that ChatGPT's outputs vary between runs and that keyword prompts should be treated as idea generation only, since the tool can't ascertain monthly search volume or keyword difficulty. Note the prompts were tested on ChatGPT 3.5 and 4.0, so you may need to adjust for newer model versions.
Pros
- Covers the entire content workflow, not just keyword research
- Practical prompt engineering advice from real daily use
- Honest caveats about output variability and keyword data limits
- Free and easy to adapt
Cons
- Focused on writing and content, less on technical SEO
- Tested on ChatGPT 3.5 and 4.0, so some prompts may need updating
- Keyword prompts generate ideas only, not validated keywords
Best for: Writers and content marketers who want prompts for the writing side of SEO, from ideation through distribution.
#4 Shila — $5,000 flat, paid once, for a 12-week rebuild. Optional monthly plans: $3,000 (Core), $6,000 (Scale), or $12,000 (Partner), with a 3-month minimum (6 months for Partner).
Shila is a GEO agency built on a simple premise: SEO fails when nobody executes. It's not a prompt library, but it earns a place here because it represents what happens after the prompts: a team that uses AI heavily in the workflow while keeping human control at both ends. According to their site, roughly half of the operational work, the repetitive technical and content tasks, runs on automation, and every deliverable passes human QA before it goes live. The positioning targets ranking in Google and getting cited in AI answers like ChatGPT, Perplexity, and Google AI Overviews, which is exactly the use case prompt-driven SEO work is trying to serve. The delivery model is specific. Your day-to-day contact is Raya, a project manager who works in your Slack, publishes content, pushes on-page fixes, and sends a Monday report on what moved. A senior strategist with 13+ years of SEO experience sets direction and handles judgment calls, with a one-business-day response SLA written into the contract. The work front-loads technical fixes in weeks one and two, then runs a weekly loop reading Google Search Console signals and targeting striking-distance keywords in positions 8 to 20. It's built for B2B SaaS, dev-tool startups, and SMBs, not 10,000-page enterprise sites.
Pros
- Transparent, published pricing with no retainer required for the rebuild
- Execution-focused: content gets published and fixes get pushed, not just recommended
- Human QA on every deliverable, so no unreviewed AI output goes live
- Written SLA and weekly reporting cadence
Cons
- Not built for large enterprise sites or complex e-commerce migrations
- Monthly plans carry a 3-month minimum (6 months for Partner)
- Focused on SaaS and startups, so local service businesses may find a narrower fit elsewhere
Best for: B2B SaaS companies, dev-tool startups, and SMBs that want senior strategy plus hands-on execution without an enterprise price tag.
#5 Embarque — Contact for pricing.
Embarque is a performance-driven SEO and AI search ranking company that rounds out this list for teams who want strategy built around outcomes rather than prompt output. According to their site, they've worked with brands including VEED and Riverside, and their case studies include 1,600% revenue growth, 14,000% traffic increases, and top 3 Google rankings. One frequently cited result: 16x year-over-year revenue growth for MentorCruise. Their services span performance SEO strategy and implementation, technical audits and fixes, industry-focused content creation, backlink acquisition, and keyword research aligned with buyer intent. Where Embarque fits the ChatGPT-for-SEO theme is their positioning around AI search ranking. They publish detailed content on SEO workflows and report clear monthly results with actionable insights, plus dedicated project management. The trade-off is that they're a full consulting engagement rather than a lightweight resource, so they suit teams with a real budget for growth rather than someone experimenting with prompts on the side. Pricing isn't published, so you'll need to book a call.
Pros
- Strong published case studies with specific numbers
- Strategy aligned to business outcomes, not just rankings
- Covers technical, content, and authority work in one engagement
- Transparent monthly reporting
Cons
- No published pricing, so budget requires a discovery call
- Full-service engagement is heavier than a solo practitioner needs
- Results cited are from their own case studies, so ask for references in your industry
Best for: Fast-growing SaaS and product-led brands that want SEO tied directly to traffic, leads, and revenue.
The right choice here depends on what stage you're at. If you're hands-on and want to sharpen your own workflow, the prompt libraries from Juma and Victorious are free, tested starting points, and both are honest about what ChatGPT can and can't do. If you want AI-assisted SEO work executed for you, Shila and Embarque are credible options with real case studies behind them, at SaaS-oriented price points. And if you run a local business or professional firm and want the whole picture handled, Google, Maps, AI Overviews, ChatGPT, Gemini, Perplexity, and the underlying local SEO that feeds them all, AI SEO Consultants offers a free AI SEO Visibility Report that shows you exactly where you stand before you commit to anything. No black-box claims, no guaranteed rankings, just a clear look at your current visibility and a month-to-month path to improve it. Be the business AI recommends: get your free report and see what the answer engines are saying about you today.
Frequently asked questions
Can ChatGPT actually do SEO, or just help with it?
It helps, but it can't do SEO on its own. Both prompt guides we reviewed are explicit about this: ChatGPT can't ascertain monthly search volume or keyword difficulty, and it can't replace tools like Ahrefs or Semrush for validated keyword data. Where it shines is accelerating the work around SEO: generating seed and long-tail keyword ideas, clustering keywords, drafting outlines and briefs, analyzing content gaps, and optimizing headers and URLs. Treat its output as a first draft that you validate with real tools and your own judgment.
What makes a good ChatGPT prompt for SEO work?
According to Victorious's guide, written from daily hands-on use, three things matter: be clear and specific about what you want, including output format and quantity; provide context such as your role, audience, and niche; and iterate when the first answer misses, since ChatGPT is sensitive to phrasing changes. Juma's library adds a useful pattern: pair each prompt with a follow-up that drills down, like generating 30 seed keywords and then asking which five matter most and why.
What makes AI SEO Consultants different?
AI SEO Consultants is a managed service, not a tool or prompt library. Operated by AIQ Labs, it handles the full picture for small local businesses and professional firms: AI SEO, GEO, AEO, AI visibility tracking, local SEO, Google Business Profile optimization, citations, SEO content, and technical SEO for AI crawlers. Its positioning is grounded in how AI systems actually work: strong conventional SEO, useful content, reviews, citations, and clear business facts form the evidence layer that ChatGPT, Gemini, Perplexity, and Google AI Overviews discover and reuse. There are no guaranteed-rankings promises, it's month-to-month, and you own your website, content, data, and domain.
Do I need GPT-4 or a paid plan for SEO prompts to work?
For most prompt tasks, including keyword ideation, outlines, and header optimization, the standard model handles it fine. Juma's guide notes that competitor analysis prompts specifically require GPT-4 plus a plugin called Web Requests to do basic analysis, since the tool needs live web access to review a competitor's site. If your workflow depends on analyzing current web content, plan for the more capable model and browsing capability.
How much do these options cost?
The two prompt libraries, from Juma and Victorious, are free articles. Shila publishes exact pricing: $5,000 flat for a 12-week rebuild, then optional monthly plans at $3,000, $6,000, or $12,000. Embarque doesn't publish pricing, so contact them directly. AI SEO Consultants starts with a free AI SEO Visibility Report, with managed service pricing available on request.
Can anyone guarantee my business appears in ChatGPT or Google AI Overviews?
No, and be wary of anyone who claims they can. AI SEO Consultants is explicit about this: no one can guarantee rankings, AI citations, or inclusion in any AI answer, and no one controls what ChatGPT, Gemini, Claude, Perplexity, or Google AI Overviews surface. What a credible provider does is build the evidence layer these systems draw from: clear business facts, useful content, technical accessibility, reviews, citations, and authority, then track visibility over time. Report results should be read as directional signals, not guarantees.
Should I use prompts myself or hire a service?
If you enjoy the work and have the hours, prompt libraries are a low-cost way to speed up ideation, drafting, and on-page optimization. If you're an owner-operator who doesn't want to manage tools, dashboards, and follow-through, a managed service makes more sense, because the value isn't the prompt, it's the execution. A free visibility report, like the one AI SEO Consultants offers, is a low-risk way to find out how much work actually needs doing before you decide.