SEO-GEO · the 23SEOGEO team

AI Search Acquisition & Performance Tracking | 23SEOGEO

Find opportunities, improve with evidence, and review results. Analyze customer prompts, brand mentions and citations; track AI referrals and lead events separately. GAS measures readiness, not citation probability. No guarantees of recommendations, rankings or sales.

From a buyer question to results you can review.

Find opportunities

What do buyers ask, and is my brand in the answer? One website, a brand and a fixed buyer prompt set; use actual GSC queries when available. Review mentions, link citations and source evidence by prompt to identify page-level opportunities. Check the original answer, engine, date and cited URL. Without verified samples, do not calculate a hit rate.

Make improvements

Which page should change, and what evidence belongs on it? One target page, related primary and supporting keywords, confirmed business facts and public sources. Build a material plan, outline and draft; retain the original, review the current text and confirm publication. Review each source, date and business claim. A passed check is not fact certification or publication.

Review results

After the change, do visits and useful inquiries follow? A verified website, active tracking or original GA4 reports, and an explicit observation window. Review source visits, landing pages and inquiry events separately; reconcile leads and sales with the business. Review at D+14 / D+28 with the same site and comparable windows. Extend thin samples; clicks are not customers.

Continue the acquisition workflow

Single-site case · evidence and process

Where do these results come from?

Indoor playground exporter (anonymised) · 2026-10-12 – 2026-10-26

AI referrals

31 · visitors from ChatGPT, 83 page views

Source: this site's tracking summary; independently reviewable raw exports are not provided here.

Inquiry actions

6 · 5 WhatsApp clicks + 1 form, from 3 visitors

Source: this site's tracking summary; independently reviewable raw exports are not provided here.

Business-confirmed orders

6 · Business-confirmed on Oct 27, not inferred from clicks

Source: business confirmation on 2026-10-27; order details and AI attribution unverified.

What has been reconciled

  • ChatGPT-source visitors and page views are separate; page views are not customers.
  • Five WhatsApp clicks and one form are separate from six business-confirmed orders.
  • Mentions, citations and competitor metrics without verifiable answers are omitted.

What this can—and cannot—show

This is a single-site observation summary, not a before-and-after growth experiment. Publicly reviewable edited-page URLs, before/after text and original GA4 exports are unavailable, so no edit-to-traffic or sales causation, sales rate, revenue or growth multiple is claimed.

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