Plain English, with receipts

What is GEO, and why your business gets priced out if you wait

Your customers used to type a few words into Google and pick from a list. Now a growing share of them ask a machine a full question and take its answer. GEO is the work of making sure that answer includes you. Here is what it is, how the machine chooses, and why the window for doing this cheaply is open right now and will not stay open.

What GEO isHow customers search nowHow AI picks a businessWhy it hits us firstWhy waiting costs moreWhat to do this weekReferences
The 60-second version
  • People used to Google "plumber near me" and pick from a list. Now many of them ask ChatGPT or Google's AI, and it gives them two or three names.
  • The AI picks from what it can read: your website, your Google listing, and your reviews.
  • If it can't read you, you don't exist to it. Most small business sites have a few easy-to-fix problems that block it.
  • GEO is the work of fixing those problems so the AI can read you, trust you, and say your name.
  • Right now the fixes are cheap: words on a page, a matching Google listing, a few lines of code. Later, when every agency sells this, it will cost a monthly retainer.
  • Black-owned businesses were late to websites and late to social media, and paid for it. This time the door is open and the price is low. The rest of this page is the proof, with sources.
The short version

GEO is SEO for the machines that now answer the question

GEO stands for generative engine optimization. A "generative engine" is any tool that answers a question by reading the web and writing you a response instead of handing you ten blue links: ChatGPT, Google's AI Overviews and AI Mode, Gemini, Perplexity, Claude, Copilot, and the voice assistants built on them.

The term comes from a Princeton-led research paper first posted in November 2023 and presented at the KDD 2024 conference. The researchers showed that changing how a page is written and structured, with clear statements, specific numbers, quotations and sources, raised how often that page showed up in AI answers by up to 40 percent.12 That is the whole idea. The machine can only recommend what it can read, confirm and quote.

You may also hear AEO (answer engine optimization) or "AI search optimization." For a business owner they mean the same thing: make it easy for an AI tool to find your business, understand what you do and where, verify you are real, and tell someone how to reach you.

Old game: show up in a list and hope they click you. New game: be the business the answer names. Most of the time there is no list anymore.

The numbers, from the companies themselves

2.5B

people see Google AI Overviews each month, and Google's AI Mode passed 1 billion monthly users.

Google, June 2026 investor presentation [3]
900M

people use ChatGPT every week, up from 800 million in October 2025.

OpenAI, February 2026 [4]
44%

of US adults have used ChatGPT, up from 18 percent in 2023.

Pew Research, June 2026 [5]
6% to 45%

share of consumers who used ChatGPT or another AI tool to find a local business recommendation, in one year.

BrightLocal consumer survey, February 2026 [6]

That last number is the one that matters for a plumber, a braider, a Realtor or a loan officer. The question "who should I call" is moving from a search box to a chat box, and the chat box gives one answer with two or three names in it.

And the clicks that used to reach your website are disappearing

Pew Research watched 900 Americans' real browsing in March 2025. When Google showed an AI summary, people clicked a regular website link 8 percent of the time. Without the summary, 15 percent. Only about 1 percent clicked a source inside the summary itself.7 Ahrefs measured the same thing across 300,000 search terms and found the top-ranked page lost 58 percent of its clicks when an AI Overview appeared above it, December 2023 versus December 2025.8

Here is the part that cuts the other way. Seer Interactive found that brands that were cited inside the AI answer got 35 percent more organic clicks and 91 percent more paid clicks than brands that were not.9 The traffic did not vanish. It moved to the businesses the machine trusts enough to name.

How the machine decides

How AI picks which business to name

This is not a mystery and it is not magic. BrightLocal ran 200,000 local searches through ChatGPT, Google AI Mode and AI Overviews and traced 1.9 million citations back to their sources. Business websites were 42 percent of all citations. Google Business Profiles were 28.5 percent (heavily on Google's own tools; ChatGPT hardly used them). Yelp was under 10 percent.10

Reviews decide who makes the cut. In a test of 2,975 trades businesses across 49 cities, ChatGPT named 3.4 percent of firms with fewer than 25 Google reviews and 22 percent of firms with 1,000 or more. Star rating made no measurable difference; count and recency did.11 On the customer side, 97 percent read local reviews, 47 percent will not use a business with fewer than 20, and 74 percent only care about reviews from the last three months.6

Google itself says there is no special trick to appear in its AI features: write helpful content for people, keep structured data consistent with what the page says, and keep your Business Profile up to date.12 Its Search Relations team confirmed in 2025 that structured data is still recommended in an AI search world.13

So GEO for a small business comes down to five questions, which happen to be the five areas our free scan scores:

  • Find. Can the AI crawlers get in? Many sites block them in a file called robots.txt without the owner knowing.
  • Understand. Does the page say, in plain words, what you do, for whom, and where? Does it answer the questions people actually ask?
  • Trust. Can a machine verify you: a named owner, a license number, a matching Google Business Profile, recent reviews, a real address?
  • Convert. Once named, can the customer call or book without hunting?
  • Measure. Can you see visits coming from ChatGPT, Perplexity and Google AI, so you know it is working?
Why this hits us first

Why Black-owned small businesses have the most to gain and the most to lose

Start with the good news, because it is real. There are about 201,000 Black-owned employer businesses in the United States, with 1.9 million employees and $249 billion in receipts.14 That count grew 62 percent from 2017 to 2023 while all US employer businesses grew 3.3 percent.15 Black owners are not behind on technology either: in a 2025 Intuit survey, 79 percent said they had integrated AI into their business, against 62 percent of non-Black owners.19

Now the structure we operate inside:

  • Less money to buy attention. In the Federal Reserve's small business credit survey, 16 percent of Black-owned applicants were fully approved for financing, against 35 percent of white-owned applicants, and 40 percent of Black-owned firms did not apply because they expected to be turned down.16 Agency retainers and ad budgets come out of that same thin margin.
  • Fewer websites to be read. 65 percent of BIPOC small business owners have a website, against 77 percent of white owners, and a third of all small businesses have none. Cost is the reason most give.17
  • We run on word of mouth. 42 percent of consumers say they learn about Black-owned businesses through word of mouth, and nearly half through social posts.18 Word of mouth built us. The problem is that the machine does not hear it unless it is written down somewhere it can read.
  • We are 14.4 percent of the population and 3.4 percent of employer business owners. Closing that gap would mean roughly 682,000 more Black-owned employer firms and an estimated $776 billion in revenue.1520 Discoverability is one of the levers.

We have watched this movie before

In the summer of 2020, searches for Black-owned businesses on Yelp rose 1,785 percent.21 By 2021 the increase was 5 percent over the prior three-year average, and Google Trends shows the same spike and fade, with smaller bumps around Juneteenth and February.2223 Goodwill comes and goes. What stayed was structural: economists found that restaurants that were actually listed and labeled as Black-owned on Yelp saw a 67 percent average increase in traffic, with more calls, orders and visits.24 Being written into the system paid, and kept paying, after the hashtags moved on.

AI recommendation is that system, at a much larger scale, and it is being written right now.

The clock

Why waiting prices you out

The shelf is small

A study of about 1.2 million ChatGPT answers found that roughly 30 websites capture 67 percent of the citations within any given topic.25 The machine builds a short list of sources it trusts and keeps returning to them. Getting onto that list while it is still forming is a different job from prying someone else off it later.

The price of help is already climbing

The tools built to track AI visibility start at $95 to $495 a month and bill annually.26 Agencies quote small businesses $1,500 to $5,000 a month for GEO work.27 A survey of 1,146 agency quotes put the median GEO retainer at $6,850 a month in late 2026, up from $4,120 in early 2024, with one-time audits (no fixes included) running $1,500 to $12,000.28 Those prices are set for companies that can pay them. They will not come down as demand grows; they never have. The cost of a Google ad click has risen every year for a decade.29

Every lane got expensive the same way

  • WebsitesEarly sites were cheap and crude and still got found. Today a third of small businesses have none and cite cost as the barrier, while digitally advanced small businesses grow revenue almost four times faster than basic ones.1730
  • Google listingsFree to claim for years. Now 85 percent of small businesses own a Business Profile but only 35 percent keep it current, and the ones who do are the ones Google's AI cites.3110
  • ReviewsA handful used to be enough. Now under 20 and you are filtered out by half of customers, and nearly invisible to ChatGPT.611
  • AI answersToday the fixes are mostly words on a page, a matching profile and a few lines of code. Most sites have not done them. That is the window.

The pattern is always the same. Early, the work is cheap and the field is empty. Late, the work costs a retainer and the field is full. We have never been early to one of these lanes as a community. This one we can be.

What to do this week, in order

  1. Run the free scan on your home page. Twenty seconds. It tells you whether the crawlers can even get in, and what the page is costing you. Scan my site
  2. Claim and update your Google Business Profile. Same name, phone, hours and services as your website, word for word.
  3. Get to 20 reviews, with some from the last 90 days. Text your last ten happy customers today. Count and recency are what the machine reads.
  4. Put one honest sentence at the top of your home page: what you do, for whom, where. "Same-day AC repair for homeowners in Katy and west Houston" beats "Welcome to our family of excellence."
  5. Add a FAQ page with the five questions customers actually ask you, answered plainly. That is what gets quoted.

If you would rather have it written and installed for you, the $149 Fix Plan covers every page of your site and is credited toward any fix. Fixed prices, no retainer, because the retainer is the thing we are trying to beat.

Terms you will hear, in plain words

  • GEO / AEO: making your business readable and quotable to AI tools. Same goal, two acronyms.
  • AI Overviews / AI Mode: Google's written answers at the top of (or instead of) the results list.
  • Crawler: the program an AI tool sends to read your website. If it is blocked, nothing else matters.
  • Structured data (schema): a few lines of code that state your name, address, hours and services in a format machines read without guessing.
  • Google Business Profile: your free Google listing with map, hours and reviews. For local trades it is half the battle.
  • Citation: when an AI answer names or links your business as a source. The thing GEO is trying to earn.

More terms on the glossary page.

References

Every figure above links to where it came from. Where sources disagree we say so. Figures are current as of October 26, 2026 and will be rechecked.

  1. GEO: Generative Engine Optimization. Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan, Deshpande. arXiv 2311.09735, first posted Nov 16, 2023; v3 Jun 28, 2024. arxiv.org/abs/2311.09735
  2. Same paper as published in Proceedings of the 30th ACM SIGKDD Conference (KDD 2024), pp. 5-16. Princeton University research record. collaborate.princeton.edu
  3. Google / Alphabet, Investor presentation, Jun 3, 2026: AI Overviews "over 2.5 billion users each month"; AI Mode "surpassed 1 billion monthly users." blog.google
  4. TechCrunch, ChatGPT reaches 900M weekly active users, Feb 27, 2026, reporting OpenAI's announcement. techcrunch.com
  5. Pew Research Center, Americans and AI 2026 (survey Feb 17-23, 2026; published Jun 11, 2026): 44% of US adults have used ChatGPT, vs 18% in 2023. pewresearch.org
  6. BrightLocal, Local Consumer Review Survey 2026, Feb 11, 2026, 1,002 US adults: AI used for local recommendations rose from 6% to 45%; 97% read local reviews; 47% won't use a business with fewer than 20 reviews; 74% only value reviews from the last three months. Vendor survey. brightlocal.com
  7. Pew Research Center, Google users are less likely to click on links when an AI summary appears in the results, Jul 22, 2025. 900 US adults, March 2025 browsing data: 8% vs 15% clicked a result link; about 1% clicked a source inside the summary. pewresearch.org
  8. Ahrefs, AI Overviews Reduce Clicks by 58% (update), Feb 4, 2026. 300,000 keywords, Dec 2023 vs Dec 2025; correlation, not proven cause. Earlier Apr 2025 study found 34.5% over a shorter window. ahrefs.com
  9. Seer Interactive, AIO impact on Google CTR, September 2025 update, Nov 4, 2025. 3,119 informational terms across 42 clients; brands cited in the AI Overview saw 35% more organic and 91% more paid clicks than uncited brands. seerinteractive.com
  10. BrightLocal, What 200k local AI searches tell us about AI visibility, Sep 16, 2026. 1.9M citations across ChatGPT, AI Mode and AI Overviews: business websites 42% of citations, Google Business Profile 28.5%, Yelp 9.53%. brightlocal.com
  11. PPC Land reporting 8ight.AI, ChatGPT names 3.4% of tested local firms with under 25 reviews, Oct 6, 2026. 39 trades, 49 places, 2,975 businesses; 22.2% named at 1,000+ reviews; star rating made no difference. Vendor study, treat as indicative. ppc.land
  12. Google Search Central, AI features and your website: no additional requirements to appear in AI Overviews or AI Mode; keep structured data consistent with visible text; keep Business Profile information up to date. developers.google.com
  13. Search Engine Journal, Google Confirms Structured Data Still Essential In AI Search Era, Apr 10, 2025, reporting Google's Search Relations team at Search Central Live Madrid. searchenginejournal.com
  14. US Census Bureau, 2024 Annual Business Survey press release, Nov 20, 2025 (2023 data): about 201,000 Black-owned employer firms, 3.4% of 5.9 million; $249.0 billion in receipts; 1.9 million employees. census.gov
  15. Brookings, Perry and Stephens, Black employers are reaching new heights, Mar 10, 2026: Black-owned employer firms up 62% from 2017 to 2023 vs 3.3% for all firms; 14.4% of population, 3.4% of employer business owners. brookings.edu
  16. Federal Reserve Banks, 2022 Report on Firms Owned by People of Color (2021 Small Business Credit Survey), Jun 29, 2022: 16% of Black-owned applicants fully approved vs 35% of white-owned; 40% vs 12% discouraged from applying. fedsmallbusiness.org
  17. Small Business Majority, Digital Transformation: Small businesses face obstacles and opportunities, Aug 22, 2024: 33% of small business owners have no website; 65% of BIPOC owners have one vs 77% of white owners; 36% of those without cite cost. smallbusinessmajority.org
  18. BLAC, reporting an ActiveCampaign/Dynata survey of 1,000 US consumers, Mar 7, 2022: 42% learn about Black-owned businesses through word of mouth. blac.media
  19. Intuit QuickBooks, Black History Month 2025 report, Feb 4, 2025, 2,490 Black and 3,000 non-Black owners: 79% vs 62% have integrated AI; loan denial 30% vs 15%. Vendor survey. quickbooks.intuit.com
  20. Brookings, Closing the Black employer gap, Feb 15, 2024: parity would require about 682,000 more Black-owned employer businesses, an estimated $776 billion in revenue and 5.9 million jobs. brookings.edu
  21. Yelp, Local Economic Impact Report, Jun 25, 2020: "1785% relative increase in searches for Black-owned businesses." (A separate Yelp figure of 7,043% covers May 25 to Jul 10, 2020 vs 2019.) trends.yelp.com
  22. Yelp, 2021 Black-owned business data, Feb 3, 2022: searches up 5% in 2021 over the 2018-2021 average. blog.yelp.com
  23. Boston Globe, Oct 5, 2024: Google Trends shows "Black owned" searches spiked in May 2020, dropped sharply, with smaller peaks around Juneteenth and Black History Month. bostonglobe.com
  24. Aneja, Luca and Reshef, forthcoming in the American Economic Review, reported by Washington University in St. Louis, Jan 27, 2025: Yelp's Black-owned label produced a 67% average increase in online traffic for labeled restaurants, with more calls, orders and visits. source.washu.edu
  25. Search Engine Land reporting Kevin Indig's study of about 1.2 million ChatGPT responses, Mar 24, 2026: "Roughly 30 domains capture 67% of citations within a topic." searchengineland.com
  26. Ryze, AI visibility tools pricing compared 2026, Aug 29, 2026: Peec AI $95/$245/$495 per month; Profound $99 and $399 per month billed annually; AthenaHQ from $295; Semrush $99 per domain. Third-party roundup; check vendor pages for current prices. get-ryze.ai
  27. WebFX, How much does generative engine optimization cost?, Oct 15, 2026: small business GEO retainers $1,500 to $5,000 per month. Agency estimate. webfx.com
  28. First Page Sage, GEO and AEO pricing statistics, Oct 7, 2026, 1,146 quotes from 214 agencies: median retainer $6,850 per month (vs $4,120 in Q1 2024); one-time audits $1,500 to $12,000, median $4,300. firstpagesage.com
  29. Search Engine Land, Mark Meyerson, CPC inflation: Google Ads costs are rising fast: Alphabet 10-K data show cost per click up about 2.33% a year 2019-2024; WordStream benchmarks above 4% a year; agency accounts higher. searchengineland.com
  30. Deloitte, Connected Small Businesses in the United States, Jan 2018 (Google-commissioned, 2,000+ owners): digitally advanced small businesses had revenue growth nearly 4x and employment growth more than 6x that of digitally basic ones. Dated, but the only large study of its kind. deloitte.com
  31. BrightLocal, Small Business Marketing Report 2026 via PR Newswire, Oct 22, 2026, 1,000+ US owners: 85% own a Google Business Profile, 35% actively maintain it; 86% know consumers use AI tools for local searches. prnewswire.com

About the author: Dr. Rob McNeill holds a PhD in Sociology from Texas Woman's University; his dissertation studied African American women entrepreneurs. He is a Houston business owner and university professor, with roots in Laurelton, Queens, and at Morgan State University and Texas Southern University. More.

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