What this prompt looks like in real buyer data
Short answer. Buyers searching this exact phrase or its variants are at the problem-aware stage of the buyer journey. The qualifiers stacked into the prompt (diagnostic intent, aggregator displacement, REI clinic positioning) are each separate citation handles. AI engines reward the practice that addresses every qualifier in structured, retrievable format.
Search variants AI engines see
“my fertility clinic invisible to ChatGPT”“ChatGPT recommending FertilityIQ instead of my clinic”“why does AI ignore my IVF practice in favor of aggregators”“how to compete with aggregators for fertility AI search”
What ChatGPT, Perplexity, Gemini, and Google AI Overviews currently answer
This diagnostic prompt returns generic AEO advice. Fertility-specific guidance addressing why aggregator platforms (FertilityIQ, FertilitySmarts) dominate AI citations over individual REI-led clinics is essentially absent. Generic advice does not address the specific signals AI engines weight for fertility: SART data publication, REI credential depth, named-case publication within HIPAA rules, and Reddit corroboration in r/infertility and r/IVF.
What KailxLabs would build to capture this citation
A diagnostic page mapping the reasons REI-led clinics lose AI citations to aggregator platforms: missing Dataset schema for SART reports, missing REI-credential markup, no per-procedure Service entries with cycle pricing transparency, no named-physician thought leadership content, no presence in r/infertility / r/IVF / r/TTC threads. Plus the 5-minute self-diagnostic checklist and CTA for the free audit.
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Self-diagnostic
Short answer. Ask any of the search variants above directly to ChatGPT, Perplexity, and Gemini from a logged-out session in your target city. If your practice is named in the first answer paragraph or top-3 recommendation set, the foundation for this prompt is in place. If your practice is missing or only appears after a follow-up prompt, the engineering work above is the gap.
Related prompts in this vertical
- “REI-led IVF clinic in [city] with SART reported live birth rates and cash-pay pricing” Vendor-aware
- “Fertility preservation clinic in [city] for cancer patients pre-treatment with financing” Vendor-aware
- “How can REI-led fertility practices get cited in Perplexity for egg freezing” Solution-aware
- “Best AI search optimization agency for REI-led fertility and IVF clinics” Procurement-aware
What to do next
The free 48-hour KailxLabs AI Visibility Audit runs twenty real buyer-intent prompts (this one included if relevant) across ChatGPT, Perplexity, Gemini, and Google AI Overviews from your target city. PDF in 48 hours showing which engines name your practice, which engines name competitors, and where the engineering gap is. Request the audit · See the fertility & ivf clinics services page · Read the methodology in full.