--- title: "SEO and AI Search: When One Vendor Beats Two" description: "See which SEO and AI-search tasks overlap, which deserve separate work, and how to spot a second retainer that charges twice for the same pages." url: "https://groas.com/post/seo-and-ai-search-from-one-company-or-two-a-buyer-s-guide-to" image: "https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/4cd7f6f3-e2f6-4c16-a1eb-a51e44951e1f.png" published: "2026-11-02T06:24:03.500Z" modified: "2026-11-02T06:24:03.552Z" --- November 2, 2026 · 10 min read # SEO and AI Search: When One Vendor Beats Two [Alexander PerelmanHead Of Product @ groas](https://groas.com/author/alexander-perelman)[LinkedIn](https://www.linkedin.com/in/alexander-433793253/) ![Cartoon of two painters labelled SEO and GEO handing a homeowner separate bills for the one fence painted behind them, mocking paying twice for the same work.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/4cd7f6f3-e2f6-4c16-a1eb-a51e44951e1f.png) In this article 1. [Should I hire one company or two?](#should-i-hire-one-company-or-two) 2. [Which work helps both Google rankings and AI citations?](#which-work-helps-both-google-rankings-and-ai-citations) 3. [What work is actually different for AI search?](#what-work-is-actually-different-for-ai-search) 4. [How do I spot the same work on two invoices?](#how-do-i-spot-the-same-work-on-two-invoices) 5. [When should I keep two vendors?](#when-should-i-keep-two-vendors) 6. [How do I measure whether this brings inquiries?](#how-do-i-measure-whether-this-brings-inquiries) 7. [What should I ask on the sales call?](#what-should-i-ask-on-the-sales-call) 8. [What should I do today?](#what-should-i-do-today) Most businesses buying AI-search help do not need a second team. They need to stop paying twice for the page their SEO team already owns. Say you spend $3,000 a month on SEO and someone quotes another $2,000 for GEO, AEO, LLMO, or whatever acronym made it onto this quarter’s deck. You expect new work. Look closely and you may find the same pages, content calendar, and structured data on both invoices. I used to tell clients a new channel needed a new specialist. I was wrong about this one. **Much of what gets a business cited in ChatGPT, Perplexity, and AI Overviews is the work that helps it rank on Google:** crawlable pages, direct answers to buyer questions, and evidence elsewhere that the business exists. A narrow slice really is different. Buy one owner for the shared core, judged on inbound inquiries, and pay separately only for that slice. ## Should I hire one company or two? Start with one company responsible for both Google visibility and AI citations. [Google says AI Overviews and AI Mode use the same ranking and quality systems as classic Search](https://developers.google.com/search/docs/fundamentals/ai-optimization-guide), with no special markup required. A crawlable page with a clear answer does not need two teams arguing over its headings. I would consider a split in three situations: 1. **Your in-house SEO already works**, and you need a short sprint on prompt tracking or citation sources rather than another standing retainer. 2. **Your citation opportunities sit outside the SEO team’s reach**, in PR, partnerships, review sites, or analyst lists. 3. **Your SEO vendor will not do the AI-specific work**, or calls a rank report an AI report. Otherwise, two retainers usually buy coordination overhead along with the overlap. [One agency guide puts the costs plainly: conflicting recommendations and competing strategies](https://yesoptimist.com/aeo-agency/). I have lived that meeting. You do not want it. ## Which work helps both Google rankings and AI citations? ### Can both systems use the same pages? Google indexes pages to rank them. An assistant may fetch a page to quote a passage. If that page blocks crawling, hides its answer in JavaScript that does not render, or buries it under popups, both jobs suffer. [Google’s generative-AI guide](https://developers.google.com/search/docs/fundamentals/ai-optimization-guide) does not call for a separate sitemap or special AI markup. Fix crawl access, speed, internal links, and indexation once. Do not buy the same audit twice. That shared foundation does not guarantee a citation. Pick a service page that ranks on page one and ask its buyer question in ChatGPT and Perplexity. If the page never gets cited, inspect whether it offers a passage worth quoting before paying for more authority work. An [Ahrefs analysis reported that 76.1% of AI Overview citations came from top-10 pages in July 2025, but around 38% did by March 2026 on a larger sample](https://dev.to/sundas/ai-answer-engines-choose-what-to-cite-the-evidence-graded-2026). Rankings help; they do not promise a citation. **Build the foundation together, then check the finish separately.** ### Can one page answer both readers? I have seen service pages rank and still fail to produce calls. A page can cover a topic thoroughly without answering the buyer’s immediate question in a sentence anyone would quote. Keep the detail a human needs, but put a direct answer near the top: what it costs, who it fits, how long it takes, or what happens next. A 40- to 60-word answer can do that job without turning the page into an AI-only duplicate. The practical edit is small. Find the paragraph that sounds like a brochure, write the answer in plain words, then let the rest of the page explain it. **One page can do both jobs; it does not need to sound like a help file.** ### Are links and third-party mentions the same job? No. Links to your site remain part of ranking work. AI answers can also draw on reviews, forums, listicles, and publisher pages that never link the way your outreach plan expects. In [one test of 23 buyer-intent queries, 52% of cited domains were not on page one, while 62% of page-one domains were never cited](https://www.thehoth.com/blog/citation-gap/). The same analysis describes [query fan-out across subtopics in AI Overviews](https://www.thehoth.com/blog/citation-gap/): an answer can pull sources beyond the page you expected to win the main query. Keep building links for Google. Set aside distinct hours to find where assistants pull category evidence and get your business accurately named there. **Do not relabel ordinary link outreach as citation work.** ## What work is actually different for AI search? Strip away the relabel and three jobs remain. A classic SEO retainer may not do them, even if it does the shared core well. [GEO, AEO, AIO, LLMO, GSO, and AI SEO are all names used for work on how AI finds and cites a business](https://www.locallawmarketing.com/blog/geo-aeo-for-law-firms). I care less about the letters than the work log. ### 1. Which buyer prompts should I track? A keyword tells me where a page ranks. A prompt tells me whether an assistant names or cites the business when a buyer asks a fuller question, often with a location or constraint attached. [SEOMonitor makes the case for tracking Google keywords across AI tools rather than relying on a handful of hand-picked prompts](https://seomonitor.com/ai-search-tracking-software/). I would also start with 15 to 20 questions the sales team actually hears, run them weekly in the same tools, and record who gets named, who gets cited, and which source the answer uses. That log shows a vendor doing more than exporting a rank chart. **Keywords tell you where you stand. Prompts show where you get picked.** ### 2. Where do I need third-party mentions? Look at the sources assistants already use: a review profile, a category comparison, a forum discussion, or a publisher page. Your SEO vendor may be earning links to your domain. This job is to earn accurate mentions of your business on other domains and keep basic facts consistent: name, service, city, price range, and who the offer fits. A vendor should be able to name the target sources and explain why each matters. “We do authority building” is not that explanation. **Pay for named sources and visible work, not a new label on outreach.** ### 3. What makes a page easy to quote? _Answer-shaped_ does not mean short. It means a reader can lift one clear statement without losing the meaning. Put the price range where a buyer looks for it. Use a numbered process when order matters. Answer objections in full sentences, then give the detail and proof that help a human decide whether to call. Skip thin AI-only pages, duplicated FAQs across locations, and headings stripped down until the page reads like a help file. Keep the depth that makes the page useful in search; add passages an assistant can cite. **Write the extractable answer first, then support it.** ## How do I spot the same work on two invoices? Ask each vendor to mark every task _shared_, _SEO-only_, or _AI-only_, with hours attached. The shared tasks should appear once. That is the advantage a [combined SEO and AI-search service](https://groas.com/post/one-agency-for-seo-and-ai-search-or-two-specialists-a-head) ought to deliver: one accountable owner for the overlapping work, not merely one logo on two retainers. | Workstream | Task | Ownership | What to pay for | | ----------- | ----------------------------------------------------------------------------- | --------------------------------- | --------------------------------------- | | Technical | Crawl access, indexation, speed, internal links, schema | Shared core | One set of fixes. | | Technical | Clear headings, direct answers, tables, and useful FAQs | Shared, with an AI citation check | One set of content edits. | | Content | Service and location pages covering price, fit, process, and timelines | Shared core | One page plan. | | Content | Prompt-mapped passages and weekly tests in ChatGPT, Perplexity, and Gemini | AI-specific | Testing, not a second content retainer. | | Authority | Links to your domain for rankings | SEO core | Link work, counted once. | | Authority | Accurate mentions on review sites, listicles, forums, and publishers | AI-specific | Identified sources and outreach. | | Measurement | Rankings, indexed pages, and technical health | Shared | One report. | | Measurement | Prompt-level mentions and citations, sources pulled, and week-to-week changes | AI-specific | A weekly log with screenshots. | The numbers make overlap worth checking. [Typical SEO retainers run $1,500 to $5,000 a month, with GEO/AEO add-ons averaging over $900 extra](https://www.goodfirms.co/resources/seo-pricing). A [legal-market review found agencies selling GEO/AEO as separate $2,000-to-$10,000 monthly retainers, sometimes for work on the same website and content calendar](https://www.locallawmarketing.com/blog/geo-aeo-for-law-firms). Tools have costs too: [SEOMonitor lists AI-search tracking at 19 euros per 1,000 keywords a month on Pro, alongside higher-priced AI tracking options](https://seomonitor.com/ai-search-tracking-software/). None of that tells you a given proposal is unfair. The task list does. **Pay once for the shared core. Pay for the AI-specific work you can inspect.** If both invoices charge for the same page edits and neither shows prompt tests or third-party sources, you have found the problem. ## When should I keep two vendors? Split when the work splits in practice, not because a proposal gives it a new name. If your SEO team already publishes pages, keeps the site technically sound, and maintains rankings, a short AI sprint can map prompts and citation sources without replacing that team. If important sources sit in PR or partnerships the SEO team does not touch, specialist help can make sense there too. Set a scope and an end date. The warning sign is simpler: both proposals promise content, technical fixes, and structured data, but neither assigns hours to prompt tests or third-party mentions. A [legal-market review found GEO sold as a separate retainer while reusing the website and content calendar](https://www.locallawmarketing.com/blog/geo-aeo-for-law-firms). If two vendors claim the same page, give one clear ownership of it. I would favor the owner who can show the AI-specific work in a log. ## How do I measure whether this brings inquiries? Rankings can flatter. Mention scores can flatter with better charts. The outcome is qualified inbound inquiries: calls, forms, and booked jobs. I use a five-line scorecard: - Qualified organic inquiries in GA4. - Impressions and branded searches in Search Console. - Prompt mentions and citations checked manually in ChatGPT and Perplexity, alongside a tracker. - Referral sessions from chatgpt.com and perplexity.ai. - Clicks on transactional pages. [Practitioners recommend combining leads and sales with Search Console visibility, citation checks, AI referral traffic, and transactional clicks](https://remar.digital/guides/is-seo-worth-it-ai-search/). A [breakdown of AEO options by what they report](https://groas.com/post/aeo-agencies-ranked-by-what-they-put-in-the-report-mentions) applies the same filter. If citations rise but inquiries stay flat for 60 days, inspect the prompts, the pages, and what happens after a visitor arrives. Do not declare victory because a mention chart went up. **The report needs to connect visibility to buyer action.** ![A paper invoice split between SEO and AI search, with both halves charging for the same page](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/f594a8fd-88d4-45f5-94d5-93e07da131de.png) ## What should I ask on the sales call? Ask these in order. A vendor doing the work can answer with tasks, sources, and examples. A vendor selling a relabeled retainer tends to answer with process words. Ask about [entity optimization, content structured for AI extraction, and AI-referred pipeline attribution](https://yesoptimist.com/aeo-agency/). [Case studies showing only rankings, traffic, and backlinks do not demonstrate the AI-specific work](https://yesoptimist.com/aeo-agency/). 1. Show me the shared work and AI-only work as separate hour lines. 2. Which 15 to 20 buyer prompts will you track weekly, and in which tools? 3. What passage will you add to my top five service pages so assistants can quote them? 4. Which third-party sources will you pursue, and why do assistants use them? 5. Will you report _named_ versus _cited_ separately, including the source pulled? 6. How will you connect AI citations to inquiries in GA4 rather than stop at a mention chart? 7. Show an account where inquiries rose during combined SEO and AI work. 8. What will you skip in the first 30 days, and why? 9. When SEO and AI advice conflict on one page, who decides? **If the vendor cannot separate the work, do not buy a second retainer to find out what it contains.** ## What should I do today? Buy combined if you need both Google visibility and AI citations and do not already have working SEO. Split for a defined sprint when SEO is already doing its job, or when citation sources require PR and partnerships your SEO team cannot cover. Wait if you have no pages worth citing yet: no service pages explaining price, process, and proof; no reviews; no consistent business facts. [Tools that only monitor mentions will not earn them](https://groas.com/post/tools-to-get-featured-in-google-ai-overviews). Fix the pages first. Today, pull your top five service pages and run their buyer questions through ChatGPT and Perplexity. Write down who gets cited and which source each answer pulls. If you rank on Google but do not get cited, check the answers on your pages and the third-party sources before buying another retainer. That is the work [groas offers as one SEO and AI Search service](https://groas.com/pricing): pages, technical fixes, and authority work across Google and AI search for one flat $1,499 a month. **Start with the five pages. Make the vendor explain every second charge for work on them.** ## Frequently Asked Questions ### Do I need a separate company to help my business appear in AI search results? Most businesses do not require a second team because much of what is needed for AI citations is the same work that improves Google ranking. Shared tasks include ensuring pages are crawlable, include direct answers to buyer questions, and have evidence of the business existing elsewhere. ### Which content basics help both Google rankings and AI citations? A crawlable page with clear answers serves both Google and AI assistants, eliminating the need for separate sitemaps or specialized markup. Fixing crawl access, speed, internal links, and indexation is a single effort that provides the foundation for both systems. ### In what three situations should I hire two different companies for SEO and AI citations? Consider splitting responsibilities if your in-house SEO is already handling the core content, if citation opportunities exist outside the SEO team's reach, or if your current SEO vendor will not perform AI-specific tasks. ## Paid Ads & SEO, Run For You Businesses pay one flat monthly fee per service, agencies resell it under their own brand, and groas does the work either way. 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