AI SEO Statistics: First-Party Data From 128 Live Pages

AI SEO statistics are almost always borrowed. Most roundups cite the same handful of vendor surveys, and the numbers arrive with no method attached. This page is different: every figure below is a first-party measurement taken from our own SEO deployment engine running against this site, with the measurement date and the counting method stated next to it. As of 20 August 2026 the engine tracks 128 URLs, holds a keyword universe of 1,947 rows, and has placed 1,646 of 1,655 assigned keyword terms on the rendered page — 99.5% coverage across 115 measured pages. The single most useful number here is not a coverage figure at all. It is this: a keyword volume recorded in our own research file twelve days earlier was 13.3× too high when we re-measured it today.

Key figures at a glance

Measurement	Figure	Measured
URLs tracked in the deployment record	128	2026-08-20
Pages marked deployment-complete	105	2026-08-20
Keyword rows in the universe	1,947	2026-08-20
Assigned terms placed on the rendered page	1,646 / 1,655 (99.5%)	2026-08-11 → 2026-08-20
Pages at 100% keyword coverage	106 of 115	2026-08-20
Median keyword assignments per page	13 (range 7–63)	2026-08-20
Overstatement of a 12-day-old volume figure	13.3×	2026-08-20
Numbered operating lessons logged	216	2026-08-20

How these figures were measured

Three sources, all first-party, all reproducible:

• The deployment record. A per-URL log written by the engine on every run — page type, assigned keyword count, measured coverage, state, and the date of the measurement. Counts below are taken from that file directly, not estimated.
• The keyword universe. A single sheet holding every keyword the site targets, each classified once and assigned to exactly one page. Row counts come from the sheet's own row total.
• Moz Keyword Explorer, queried live. Volume, difficulty, intent and page-one composition for twelve terms in this topic family, all pulled on 20 August 2026 in the United States market.

Coverage is measured against the rendered page, not the stored draft — a term only counts as placed if it survives the theme and appears in the HTML a crawler receives. That distinction removes a category of flattering error most internal reporting keeps.

Deployment statistics from 128 tracked URLs

The engine's deployment record on 20 August 2026 held 128 URLs in four states: 105 complete, 9 blocked pending a human decision, 4 queued, and 10 structurally ineligible. That last group is the interesting one. Those ten are Shopify blog indexes and equivalent template-rendered resources with no editable body, so an automated loop can never deploy them at all — their SEO is an attended task by definition. Any AI SEO stats claiming full-site automation should be read against that: roughly 8% of a real site is outside the reach of an autonomous loop for structural reasons, before any judgement call is made.

Across the 117 URLs the loop is allowed to touch, the record holds 1,610 keyword assignments — a median of 13 per page, ranging from 7 on the thinnest to 63 on the widest hub. Pages are worked one per run, to full depth, rather than in batches; the reasoning behind that is set out on the Precision Page Deployment module page.

Keyword coverage: 1,646 of 1,655 terms placed

115 of the tracked pages carry a measured coverage figure, expressed as terms-found over terms-assigned on the live page. In aggregate that is 1,646 of 1,655, or 99.5%. 106 of the 115 sit at exactly 100%; the remaining nine carry a named blocker rather than a shrug — usually a term that cannot be placed honestly without an asset the site does not have, such as a downloadable template or a calculator.

Those nine are worth more than the 106. A term blocked on a missing asset is a real finding: it says demand exists and the site has nothing true to say about it yet. Forcing the phrase into body copy would clear the metric and teach the engine nothing. This is the kind of gap the Content Gap Engine is pointed at.

Volume decay: the number in your research file is probably wrong

This is the finding we did not expect, and it is the reason this page exists.

The keyword ai seo statistics was recorded in our own research file on 8 August 2026 at 667 searches per month, difficulty 37. Re-measured live on 20 August 2026, the same term returned 50 searches per month (range 11–50), difficulty 45. That is a 13.3× overstatement carried by a file twelve days old, on the very term the file recommended we build a page for.

It was not isolated. Earlier the same day, a separate term filed at 3,362/mo re-measured at 702/mo — 79% lower — with difficulty up from 52 to 61 and the classified intent flipped from informational to navigational.

Term	Filed	Re-measured	Overstatement
the term this page targets	667/mo	50/mo	13.3×
(second term, same run)	3,362/mo	702/mo	4.8×

The practical consequence is structural, not cosmetic. Both figures fed a priority score, and the priority score set the build order. A queue ranked on stale volumes does not merely mis-state one page's demand — it promotes overstated entries above understated ones, so the ordering itself becomes unreliable. One live query, costing one unit of a monthly research allowance, was enough to overturn a page choice. That is the argument for treating the keyword universe as something to re-measure rather than something to consult.

If you take one thing from this page, take this: a keyword volume is a measurement with a date on it, not a property of the keyword. Anything cited without a measurement date — including most of the AI SEO stats circulating in 2026 roundups — is an unknown quantity wearing a decimal point.

What page one actually looks like

Page one for this term, read on 20 August 2026 in the US market, is more open than its difficulty score suggests. An AI Overview sits above the organic results, alongside People Also Ask and Related Searches. The minimum Domain Authority in the top ten is 21. The page holding position one carried DA 35 — below a DA 86 vendor blog sitting at position two, and below several other higher-authority pages further down.

Read plainly: on this query, authority is not deciding the order. Statistics pages are among the few informational formats where a smaller domain still outranks a larger one, which is exactly why they function as link assets. Whether that holds inside the AI Overview is a separate question, and one we track rather than assert — see AI Search Visibility and LLM visibility tools.

Twelve terms in this family were measured in the same pass. Combined measurable volume was 4,246/mo, but 87% of it sat in two terms that are not statistics queries at all — generative engine optimization (2,446/mo) and ai search seo (1,266/mo). Two further terms returned no volume data whatsoever. The statistics queries themselves — seo statistics, generative engine optimization statistics, ai search statistics, llm seo statistics, ai overview statistics, ai seo trends, zero click searches, ai seo stats — are a genuinely thin tail. Anyone reporting this family as a high-volume opportunity has not separated the definitional demand from the statistical demand.

The universe gap: 10 of 12 terms were missing

Before drafting, every one of the twelve measured terms was checked against the keyword universe to make sure this page would not compete with a page we already rank with. Two were already owned: generative engine optimization belongs to our GEO guide, and what is geo in seo belongs to its own quick answer. Both were left alone.

The other ten were absent from a 1,947-row universe entirely. A keyword file that size, built and refreshed deliberately, still had no row for two-thirds of a coherent topic family. That is the honest base rate for keyword research completeness, and it is a more useful statistic than any coverage percentage: the gap you can measure is smaller than the gap you cannot.

What this page does not claim

No ranking outcomes, no traffic lift, no revenue figures, no client results. Every number above is an operational measurement of an engine, taken on a stated date by a stated method, and nothing here should be read as a projection of what the same engine would do on a different site. Where a figure comes from a single observation, it is described as a single observation. Where a term returned no data, that is recorded as no data rather than as a zero of unknown provenance — a blank metric means "never asked", and treating it as "none" is how a research file quietly starts lying to the people using it.

The engine also keeps a numbered ledger of its own failures: 216 operating lessons logged to date, each one a thing that went wrong or nearly did. That count is itself an AI SEO statistic worth reporting, because it is the one number in this field nobody publishes.

Frequently asked questions

What is the impact of AI on SEO?

Measured on this site rather than argued in the abstract: the SERP for an informational query now routinely carries an AI Overview above the organic results — it does on this page's own target term — while page-one order remains only loosely tied to Domain Authority, with a DA 35 page outranking a DA 86 page. The practical impact is that answer-first passages and structured data carry more weight, and that visibility has to be tracked in two places at once: classic rankings, and citation inside AI answers.

Are AI SEO statistics from keyword tools reliable?

They are reliable at the moment of measurement and decay quickly afterwards. On 20 August 2026 we re-measured two terms carried in our own file and found one overstated by 13.3× and another by 4.8×. Treat any volume without a measurement date as unverified, and re-pull before a figure is allowed to set priority.

How often do keyword volumes need re-measuring?

More often than a quarterly refresh implies, on fast-moving AI search terms. Our own evidence is a file twelve days old that was wrong by more than an order of magnitude. The workable rule is to re-measure at the moment a number is about to make a decision — before a page is built or a queue is ranked — rather than on a calendar.

What counts as a first-party AI SEO statistic?

A number you measured yourself, on a system you control, with the date and the counting method attached, and which someone else could reproduce by repeating the method. Every figure on this page meets that test. A number quoted from a roundup that quotes another roundup does not, however often it appears.

Citing this page

These figures may be cited with attribution to EnterpriseSEO.ai and the measurement date of 20 August 2026. Figures are re-measured as the engine runs; the dates in the table above are the authority, not the publication date. Related reading: Augmented Intelligence SEO and Opportunity Telemetry.