Every site has a Search Console. Most people only open it when something breaks. Ours, this week, was full of actual unanswered questions — typed by actual people who hadn't found the answer yet: what GEO even is, whether it matters outside construction, what to ask before paying an agency, and — more than once — what "landing page pricing" costs, from people who quite clearly meant a different company. So instead of writing another generic AI-search guide, here are seven questions that were already asked, answered properly, with the study behind each one.
What is GEO, in one paragraph?
Generative engine optimization — GEO, sometimes answer engine optimization or AEO — is the practice of making a business easy for an AI assistant to read, trust and quote, so it gets named inside an answer instead of ranked on a page of links. Unusually for a marketing term, it has a real academic origin rather than a vendor's whitepaper: a 2024 paper titled "GEO: Generative Engine Optimization," presented at the ACM KDD conference, that built a 10,000-query benchmark and tested which content changes actually move an AI's citation behavior. We come back to their numbers in question four — they're better evidence than most of what gets sold under the name.
Does this actually matter outside construction and home services?
Yes, and the data says it's accelerating everywhere at once, not spreading in from one industry. BrightLocal's 2026 Local Consumer Review Survey — 1,002 US adults, published February 2026 — found that 45% now use an AI tool to find a local business, up from 6% the year before. That's a sevenfold jump in twelve months, enough to make AI the third most-used source for local recommendations, after Google and Facebook.
Used AI to find a local business
SOURCE: BRIGHTLOCAL — LOCAL CONSUMER REVIEW SURVEY 2026, 1,002 US ADULTS
A YEAR AGO
6%Roughly one in sixteen people. AI search was a curiosity, not a habit.
NOW
45%ChatGPT alone accounts for 31 points of it; Google AI Mode, 23.
The same survey found 40% trust AI business recommendations and 42% trust them as much as a traditional review — but people don't stop there: 23% say they'd act on an AI summary alone, while 59% use it only as a starting point and go check the star ratings, the reviews or the specifics themselves. AI is becoming a first stop, not yet a final word.
None of that is trade-specific. Adobe Analytics, tracking more than a trillion visits across 200-plus top US retailers, found AI-referred traffic to retail sites grew 138% year over year by May 2026 and converted 54% better than traffic from everywhere else — dentists, law firms and ecommerce shops are living through the same shift a plumber is, just discussed less on marketing blogs because "AI visibility for contractors" is a more googleable phrase than "AI visibility for anyone."
If I already rank #1 on Google, doesn't that carry over to AI search?
Not reliably, and the gap is widening. Rand Fishkin's SparkToro measured 68.01% of US Google searches ending without a single click in the first four months of 2026 — up from 60.45% two years earlier — using Similarweb's clickstream panel. AI Overviews, present on more than a fifth of all searches, cut click-through by nearly 60% when they appear.
Google searches that end without a click
SOURCE: SPARKTORO, JUN 2026 — SIMILARWEB CLICKSTREAM PANEL, US
2024
60.45%Already more than half. This was not a healthy baseline to begin with.
JAN–APR 2026
68.01%Roughly two in three searches now resolve without ever reaching a website.
Ranking still matters for the third that clicks. It just stopped being the same game as getting quoted: Ahrefs studied ChatGPT's 1,000 most-cited pages and found 28.3% had zero organic Google visibility at all — pages a ranking-first strategy would never have touched. A related Ahrefs study of 863,000 keywords found the share of AI Overview citations pulled from a top-10 page fell from 76% to 38% in eight months — we wrote the full breakdown of that one separately.
Is any of this backed by real research, or is GEO just SEO with a new name?
More than most of what gets sold under the name. Aggarwal et al.'s original GEO paper — six authors, presented at KDD '24 in Barcelona — built GEO-bench, a 10,000-query benchmark across nine datasets, and tested specific content changes against a do-nothing baseline. Three methods stood out: citing sources, adding direct quotations, and adding statistics. The weakest: keyword stuffing, the one tactic classic SEO already trained everyone to reach for.
Relative improvement over doing nothing
SOURCE: AGGARWAL ET AL., "GEO: GENERATIVE ENGINE OPTIMIZATION," KDD '24
cite sourcesFOR A SOURCE RANKED 5THquotation additionBEST CASE, FULL BENCHMARKstatistics additionTOP-3 METHODS, AVERAGEkeyword stuffingTHAN THE BASELINE ITSELFThe paper's most interesting result isn't the average — it's who benefits. Citing sources, quotations and statistics all showed a small negative effect on content that already ranked #1 in search, and a 98–115% jump for content that started buried at position 5. Their own conclusion: GEO is especially helpful for lower-ranked sources — which describes most small businesses, not the ones already winning.
What should I ask before hiring a GEO agency or buying GEO software?
Ask these five in order, on the first call, before any number gets discussed:
- What's the baseline?
A measurement taken before any work started — not a guess, a saved result.
- What's the method?
Which prompts, run how often, against which surfaces, recorded where.
- Which surfaces, specifically?
ChatGPT, Perplexity, Gemini and Google AI Mode read different source pools and disagree constantly. "AI search" is not one place.
- What happens if it doesn't move?
A vendor with a real method has a real answer here. A vendor without one changes the subject.
- Is the scope fixed or open-ended?
A retainer with no defined output is a subscription to hope.
That's the short version. The full evidence-first walkthrough — nine questions, with the answer that should keep you talking and the one that should end the call — lives at /geo.
Wait — are you the same company as Landingi, or Landingsite.ai?
No, and this question shows up in our own Search Console often enough that it deserves a straight answer. Landingi is a drag-and-drop, AI-assisted landing page builder aimed at marketing teams. Landingsite.ai generates a self-serve landing page from a text prompt, starting around $12 a month. Landingpeak is neither: one person researches, writes, designs and builds a full website by hand, priced at $240 an hour across four scoped blocks.
private direction session2 HOURS · A DECISION, WRITTEN DOWNsignal audit8 HOURS · GAPS RANKED BY CONSEQUENCEpromotion cycle16 HOURS · 4 WEEKS · MEASUREDweb and brand system32 HR MIN · POSITIONING TO RELEASEFull terms, boundaries and what happens after acceptance are public at /pricing.
How fast will I see results, and is a "guaranteed" AI ranking real?
No, and anyone promising one hasn't understood the thing they're selling.
⚠ STILL NOT REAL, STILL BEING SOLD
"Guaranteed #1 in ChatGPT." There is no ranking to buy — no ad slot, no placement, nothing to reserve. "AI indexing / registration service." There is no registry to submit to. "Results in 7 days." Sources have to be re-crawled and re-ingested before a change reaches an answer; four to eight weeks is the honest range. Landingpeak doesn't put a delivery date on the site either, for the same reason it warns you about — a number nobody has scoped yet, printed as if it were a fact, stops being marketing and starts being a lie.
The one-sentence version of all seven
- GEO means being quotable, not just ranked — and it isn't limited to any one trade
- Nearly half of consumers already ask AI before they call a business, up from one in sixteen a year ago
- A #1 Google ranking doesn't transfer to an AI citation automatically — measure both, separately
- The actual research favors sources that start out low-ranked, not the ones already winning
- No agency or software can sell you a placement that doesn't exist — ask for the baseline instead
If your own question wasn't in here, the honest next step is the same one this piece started with: run the free scan on your own homepage, or send the actual question — WhatsApp reaches a person, not a form.