TomHow / Evidence in progress
How we test AI SEO
on our own website.
Our own site, measured in public. An owned-property study, not a client success story.
01 / Search Console, read 18 October 2026
Two measures.
Two different stories.
Google AI feature link impressions
130
165% up on 49
Ordinary search impressions
6,402
57% down on 14,818
Ordinary search clicks
3
40% down on 5
Daily Google search impressions
18 Jul to 15 Oct 2026 · 90 daysSource: TomHow Google Search Console, web search, read 18 October 2026. Most of the latest window precedes the October releases, so it cannot show their effect. Impressions are not visits or enquiries.
02 / The record
A clear record,
with its limits.
01
Starting position Recorded
Clear answers and inspectable evidence come first.
02
What shipped Live
Revised AEO and GEO pages, stronger links, a clearer citation method. Live 9 and 11 October.
03
Citation status Not established
No post-release improvement yet. Blocked answers count as unknown.
04
Organic status Not established
Exposure, visits and enquiries are reported separately.
05
What we learned Recorded
A window that mixes time before and after a release cannot isolate its effect.
06
What is next Queued
Weekly checks on the same buyer questions, then later search data and enquiries.
03 / The next experiment
A clearer offer,
a measurable enquiry.
Each step is counted on its own.
Step 1
VisitReads the buyer page.
Step 2
Contact clickChooses to get in touch.
Step 3
Stored messageThe short form stores it.
Step 4
Qualified opportunityCounted only if it qualifies.
Not a lead: an email draft opening.
04 / A second implementation
The same method,
on a founder-owned site.
How Thomas Howcroft rebuilt XO3D's project pages so buyers and AI answers can check each claim: named contributors, public production material and independent coverage.
Read the AEO and GEO case studyWhich buyer question
matters most?
Tell us which buyer question matters most. AI systems choose their own answers, so we cannot promise a citation.
Discuss your project05 / Questions
The detail,
when you want it.
What can TomHow show today?
TomHow can show its published AEO and GEO service explanations, its AI citation measurement method, and its own dated search baseline. New and revised pages went live on 9 and 11 October 2026. Those releases are too recent to support a claim that rankings, enquiries or AI citations improved because of them.
TomHow's Search Console recorded 130 Google AI feature link impressions from 18 September to 15 October 2026, compared with 49 in the preceding 28 days. Ordinary Google search produced three clicks from 6,402 impressions, compared with five clicks from 14,818 impressions. These are separate measures. More AI exposure did not establish more visits or enquiries.
The goal is to make each buyer question easy to answer, add enough depth to support a decision, and show the proof behind a claim. TomHow will track the same questions over time and record actual source links separately from brand mentions.
What are the source and the limits of these numbers?
Source: TomHow's own Search Console reports, exported on 18 October 2026. Current window: 18 September to 15 October. Comparison: 21 August to 17 September. Most of the current window precedes the October releases, so this comparison cannot identify their effect. AI link impressions are not a count of recommendations or unique people. Daily Google AI feature figures are not shown because they are only available as totals. First documented: 11 October 2026. Baseline updated: 18 October 2026. Customer outcomes remain unproved.
What does the next experiment test?
The next stage connects a defined AI SEO service to a useful buyer page and a short enquiry form. A visit, a contact click, a stored message and a qualified opportunity are recorded as different steps. An email draft opening is not counted as a lead.
We will assess the same buyer questions and priority pages over later measurement windows, record what was changed and keep unavailable answers separate from confirmed absence. This is a documented test of the method, not a claim that TomHow has already produced a client's commercial result.
How will the next result be judged?
TomHow will record the exact buyer question, answer provider, date and market. It will check brand mentions and linked TomHow sources separately, compare the same questions weekly, and mark blocked answers as unknown. Search exposure, organic visits and actual enquiries will stay in their own reports. AI systems choose their own answers and sources, so TomHow cannot promise a citation.
Is this a client case study?
No. The public fabricated report example shows the format only. The dated figures on this page describe TomHow's own website. Neither is a substitute for a permissioned client case study.
Show the daily figures
| Date | Impressions | Clicks |
|---|---|---|
| 18 Jul 2026 | 30 | 0 |
| 19 Jul 2026 | 21 | 0 |
| 20 Jul 2026 | 30 | 1 |
| 21 Jul 2026 | 39 | 0 |
| 22 Jul 2026 | 36 | 0 |
| 23 Jul 2026 | 57 | 0 |
| 24 Jul 2026 | 42 | 0 |
| 25 Jul 2026 | 32 | 0 |
| 26 Jul 2026 | 31 | 0 |
| 27 Jul 2026 | 51 | 0 |
| 28 Jul 2026 | 47 | 0 |
| 29 Jul 2026 | 45 | 0 |
| 30 Jul 2026 | 56 | 0 |
| 31 Jul 2026 | 42 | 0 |
| 1 Aug 2026 | 37 | 0 |
| 2 Aug 2026 | 38 | 0 |
| 3 Aug 2026 | 34 | 0 |
| 4 Aug 2026 | 49 | 1 |
| 5 Aug 2026 | 187 | 0 |
| 6 Aug 2026 | 326 | 0 |
| 7 Aug 2026 | 405 | 0 |
| 8 Aug 2026 | 394 | 0 |
| 9 Aug 2026 | 467 | 0 |
| 10 Aug 2026 | 470 | 0 |
| 11 Aug 2026 | 468 | 0 |
| 12 Aug 2026 | 578 | 1 |
| 13 Aug 2026 | 591 | 0 |
| 14 Aug 2026 | 400 | 0 |
| 15 Aug 2026 | 482 | 0 |
| 16 Aug 2026 | 593 | 0 |
| 17 Aug 2026 | 540 | 1 |
| 18 Aug 2026 | 600 | 0 |
| 19 Aug 2026 | 671 | 0 |
| 20 Aug 2026 | 653 | 0 |
| 21 Aug 2026 | 599 | 0 |
| 22 Aug 2026 | 625 | 0 |
| 23 Aug 2026 | 590 | 1 |
| 24 Aug 2026 | 582 | 2 |
| 25 Aug 2026 | 563 | 0 |
| 26 Aug 2026 | 693 | 0 |
| 27 Aug 2026 | 772 | 0 |
| 28 Aug 2026 | 617 | 0 |
| 29 Aug 2026 | 608 | 0 |
| 30 Aug 2026 | 651 | 0 |
| 31 Aug 2026 | 608 | 0 |
| 1 Sep 2026 | 579 | 0 |
| 2 Sep 2026 | 544 | 0 |
| 3 Sep 2026 | 583 | 0 |
| 4 Sep 2026 | 521 | 0 |
| 5 Sep 2026 | 612 | 0 |
| 6 Sep 2026 | 615 | 0 |
| 7 Sep 2026 | 663 | 0 |
| 8 Sep 2026 | 612 | 1 |
| 9 Sep 2026 | 632 | 0 |
| 10 Sep 2026 | 423 | 0 |
| 11 Sep 2026 | 313 | 0 |
| 12 Sep 2026 | 380 | 0 |
| 13 Sep 2026 | 328 | 0 |
| 14 Sep 2026 | 405 | 0 |
| 15 Sep 2026 | 329 | 0 |
| 16 Sep 2026 | 217 | 0 |
| 17 Sep 2026 | 154 | 1 |
| 18 Sep 2026 | 155 | 0 |
| 19 Sep 2026 | 171 | 0 |
| 20 Sep 2026 | 158 | 0 |
| 21 Sep 2026 | 185 | 1 |
| 22 Sep 2026 | 142 | 0 |
| 23 Sep 2026 | 177 | 0 |
| 24 Sep 2026 | 163 | 0 |
| 25 Sep 2026 | 103 | 0 |
| 26 Sep 2026 | 103 | 0 |
| 27 Sep 2026 | 118 | 0 |
| 28 Sep 2026 | 114 | 0 |
| 29 Sep 2026 | 129 | 1 |
| 30 Sep 2026 | 138 | 0 |
| 1 Oct 2026 | 209 | 0 |
| 2 Oct 2026 | 260 | 0 |
| 3 Oct 2026 | 299 | 0 |
| 4 Oct 2026 | 333 | 0 |
| 5 Oct 2026 | 508 | 0 |
| 6 Oct 2026 | 411 | 0 |
| 7 Oct 2026 | 365 | 0 |
| 8 Oct 2026 | 226 | 0 |
| 9 Oct 2026 | 165 | 0 |
| 10 Oct 2026 | 206 | 0 |
| 11 Oct 2026 | 165 | 0 |
| 12 Oct 2026 | 177 | 0 |
| 13 Oct 2026 | 361 | 1 |
| 14 Oct 2026 | 445 | 0 |
| 15 Oct 2026 | 416 | 0 |