Search no longer returns ten blue links. It returns a single answer that names a recommended brand. We make that brand yours, across ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and Microsoft Copilot.
Forty-five percent of consumers now use AI to find local businesses, up from six percent one year earlier. They are asking ChatGPT, Perplexity, and Gemini for "the best [business] near me," and they are getting one answer back. No ten blue links. No browsing. One answer.
If your brand is not in that answer, you do not exist for that customer. The math is brutal: AI search visitors convert at 14.2 percent, compared to 1.76 percent for Google organic traffic. One AI customer is worth roughly seven Google customers, and the number of AI searches is doubling every six months.
Brands with fewer than 50 independent mentions across high-trust sources fail to be recognized by major LLMs in 72 percent of relevant prompts (Ahrefs 75,000-brand study). Most small businesses are below the threshold today. The brands that cross it now will be cited for years. The ones that wait will pay multiples to break in later.
We re-verify these quarterly because the landscape moves that fast.
The instinct is to assume that if you rank in Google, you'll show up in AI answers. The data says otherwise. The overlap between top-10 Google results and AI Overview citations dropped from 76% in mid-2025 to as low as 17% in early 2026. Optimizing only for Google leaves more than half of AI citation opportunity on the table.
Most agencies still report keyword positions. We report something more important: how often your business is cited in the answers ChatGPT, Gemini, Perplexity, and Claude give about your category.
Our prompt panel queries 50 to 200 buying-intent prompts every week across 4–7 AI engines. You see citation share, competitor gaps, sentiment, and the prompts where you're losing. The panel runs whether the numbers are good or bad. That's the deal.
See your AI visibility report →The Citation Engine™ is our system for engineering AI visibility. Five concurrent streams plus vertical adaptation, run as one machine. The streams reinforce each other. Doing technical without content is wasted. Doing content without entity engineering is half-priced. We run all five concurrently, weighted by tier. Every claim in the engine traces to primary research in our 35,000+ word internal playbook.
Make your site machine-readable to every AI retrieval bot, and unambiguous about what your business is.
Make your site the highest-quality answer surface for the queries customers actually ask, in the format AI engines reward.
Saturate the third-party platforms AI engines retrieve from. 86% of AI citations come from sources brands already control.
Cross the 50-mention Shadow Entity threshold and stay there. Slow-compounding moat work.
Prove the work moves the needle. Numbers you can take to your board, your partners, your spouse, or yourself.
Law firms get Avvo, Justia, FindLaw, Martindale, Super Lawyers, plus bar advertising compliance. Farms get LocalHarvest, EatWild, USDA Local Foods Portal, plus Recipe schema. Local services get the right vertical directories. The 60,000-word playbook adapts itself to your category before any work ships.
A small sample. The full master playbook contains every claim with its primary source. You receive the playbook on day one as a client.
| Tactic | Empirical lift | Source |
|---|---|---|
| Add inline quotations to answer paragraphs | +43% | Aggarwal et al. 2024 (Princeton) |
| Add statistics with named provenance | +33% | Aggarwal et al. 2024 |
| Cite sources inline | +28% (rank-5: +115%) | Aggarwal et al. 2024 |
| Convert dense paragraphs to lists | +120% | Multiple, 2025–2026 |
| Explicit heading hierarchy | +150% | Multiple, 2025–2026 |
| BLUF / answer-first format | +40–65% | Multiple, 2025–2026 |
| FAQPage schema on service pages | 2.7× (41% vs 15%) | Relixir 50-site study |
| Comparison tables on X-vs-Y pages | 67% citation rate | Profound |
| Wikidata entity with sameAs chain | 3.2× Knowledge Panel | Ahrefs 75K-brand study |
| Pages updated within 60 days | 1.9× citation likelihood | Profound 2026 |
| Keyword stuffing | −9% | Aggarwal et al. 2024 |
We do not promise rankings. There is no #1 in AI search. We commit to the share-of-voice path, the citation-rate path, and the surface-completion path. All three are within our control.
Each tier specifies what is included from each of the five streams. Nothing is upsold mid-engagement. The scope is the scope.
12-month minimum · onboarding $2,500
12-month minimum · onboarding $6,500 · Most popular
18-month minimum · onboarding $12,500
Plus: Free 14-day GEO Audit (lead-in, no commitment) · Paid Diagnostic Audit $1,500 (one-time, deeper)
The Citation Engine™ playbook spans 12 pillars across technical, entity, content, citation surfaces, authority, and measurement. 35,000+ words, updated quarterly, every claim cited to primary research. New clients get access on day one. Most agencies don't have anything like it. The ones that do don't share.
We run The SEO For Law Firms and AMA. Every recommendation is pressure-tested against actual bar advertising rules, real GrazeCart and GoHighLevel implementations, and the verticals' citation surfaces.
The prompt panel runs whether the numbers are good or bad. The Bing AI Performance Report shows up in your dashboard whether citations are growing or shrinking. We tell you what we don't know.
GEO is the practice of structuring a brand's website, technical setup, third-party citation surfaces, and earned media so that generative AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Microsoft Copilot) cite, mention, and recommend the brand in their responses. It is the new layer of search optimization, sitting alongside traditional SEO. Where SEO targets a ranked list of links, GEO targets the single answer the AI generates.
SEO targets ten blue links on a fixed SERP. GEO targets a single synthesized answer that names a recommended brand. The signals overlap but are no longer the same. Empirically, the overlap between top-10 Google rankings and AI Overview citations dropped from 76 percent in mid-2025 to as low as 17 percent in early 2026. Brand mentions correlate with AI visibility three times more strongly than backlinks. AI bots do not execute JavaScript the way Googlebot does. Refresh cadence is weeks rather than months. Optimizing for Google alone leaves the AI search opportunity on the table.
ChatGPT (Search, with web search enabled), Claude (with web search enabled), Perplexity, Google Gemini, Google AI Overviews, Google AI Mode, and Microsoft Copilot. We monitor Grok, Meta AI, and DeepSeek for relevance per client. The exact engine mix tracked is calibrated to each client's audience. ChatGPT alone accounts for 64.5 percent of generative AI search traffic, so it is the highest priority for almost every client.
We run a 50 to 200 prompt panel weekly across the major AI engines, scoring brand mention rate, citation rate (with link), position in any enumerated list, sentiment, and competitor share of voice. That is the core metric. We also track AI referral traffic in GA4, branded search uplift in Google Search Console, server-log AI bot activity, the Bing Webmaster AI Performance Report, and conversion attribution via post-purchase or post-lead surveys. There is no rank in AI search, so we do not track ranks. We track share of voice and dollar outcomes.
Technical and citation surface wins land in days to weeks. Content lift shows up in 60 to 90 days. Authority and earned-media work compounds over quarters. Most clients see prompt-panel mention rate improve by 30 percent in 90 days, 75 percent by 180 days, and 200 percent by 365 days, all relative to baseline. Conversion-side results follow the visibility curve with a 60 to 90 day lag because of the dark-search funnel: a customer hears about you in ChatGPT, then googles your name, then buys.
Not yet, but the budget split is shifting fast. Industry guidance for 2026 is 60 to 70 percent SEO, 30 to 40 percent GEO. We expect that to converge to roughly 50/50 within 24 months. Importantly, the technical and citation work that powers GEO also strengthens traditional SEO. They are not in conflict. They are complementary, with the priority order increasingly tilted toward GEO for buying-intent and educational queries.
Law firms (through our specialty practice The SEO For Law Firms), regenerative and direct-to-consumer farms (through AMA), local service businesses, and select e-commerce brands. We are vertical specialists, not generalists. If your business is in a category outside our specialties, we will tell you honestly whether we are the right fit before quoting an engagement.
Five technical accessibility gates (server-side rendering, robots.txt, schema, Wikidata, prompt-panel measurement), the 18-surface citation inventory, content readiness on five to ten priority pages, your authority baseline (independent brand mentions, Reddit, LinkedIn, YouTube, podcasts, press), and a 60-prompt panel run across five AI engines with side-by-side competitor comparison. The deliverable is a 30-page audit report plus a pre-scoped 30-day plan. Every engagement starts here.
Yes. Upgrades from Foundation to Authority or Dominance prorate within the current term. Most clients start at Authority because the surface coverage and the prompt-panel size at Foundation are deliberately lean. The right tier depends on the size of your market, the strength of your existing baseline, and your speed-to-result requirements. We will recommend honestly during the audit conversation.