RESEARCH PROTOCOL · 14 OCTOBER 2026
Can buyers find the right iLLCo AI service in AI search?
iLLCo AI builds business automation, creator systems and music visual workflows. This study compares those three service markets using the same question structure. The objective is an accurate, attributable answer that connects a buyer to the right service and a clear next step.
Our product studio is based in Henderson, Nevada and serves Las Vegas businesses. Read how our product studio and commercial presence fit together.
What is GEO?
Generative engine optimization means making public content easier for generative search systems to discover, understand and attribute. Clear services, source evidence, crawlable pages and consistent business facts support that work. A change does not guarantee a mention, recommendation or citation.
Three markets. The same buyer questions.
Run the following exact query templates with each service below. Keep the market, engine and intent fixed. Do not compare a local service query with a national software query.
- Who provides [service] in Las Vegas?
- What should [audience] compare before buying [service]?
- What is included in [service], and what costs extra?
Business automation
Service: AI business automation. Audience: small businesses.
Local discovery query: Who provides AI business automation in Las Vegas?
Deliverable: Lead capture, approved follow-up and a visible handoff record.
Smallest proof test: Send 10 valid missed-call events; each must create the approved reply and a follow-up record.
Inspect the business automation service →Creator production
Service: faceless YouTube channel setup. Audience: creators.
Local discovery query: Who provides faceless YouTube channel setup in Las Vegas?
Deliverable: A scoped channel production workflow; the written quote defines setup, installments and separate provider usage.
Smallest proof test: Take one approved topic through the agreed script, voice, edit and export workflow; verify all quoted deliverables.
Inspect the creator production service →Music visuals
Service: lyric video production. Audience: independent artists.
Local discovery query: Who provides lyric video production in Las Vegas?
Deliverable: A lyric video workflow built around the supplied song, lyrics and agreed visual direction.
Smallest proof test: Review one representative song segment for lyric accuracy, readable text, timing and agreed export format before full production.
Inspect the music visuals service →How the experiment works
Use the same nine queries in ChatGPT Search, Perplexity and Google AI results where available. Record engine, exact query, date, locale, signed-in state, complete answer and cited URLs. Run Henderson and Portland as separate location blocks; never pool their results with Las Vegas.
Record four separate outcomes: mentioned, explicitly recommended, directly cited and accurately represented. Check deliverables, prices and service locations against the current linked page. Search listings alone are not evidence that an AI engine recommended a company.
Baseline and limits
Initial public web searches on 14 October 2026 surfaced an iLLCo AI Las Vegas automation page. Those searches were preliminary discovery with broader wording, not the fixed nine-query AI answer benchmark. Creator and music search results showed a mixture of managed production services and self-service tools; these require separate comparison groups.
AI answer benchmark: pending. No measured uplift or cross-engine recommendation result is claimed. The full site audit is still incomplete; this page establishes the experiment and links buyers to existing service information.
What would count as improvement?
Capture three baseline runs per query and engine on separate days. After one documented page change, repeat at 14 and 28 days under the same conditions. A useful signal is a new accurate direct citation in at least two matched runs without a material pricing or deliverable error. No additional accurate citations across both follow-ups means the hypothesis is unsupported; revise the content or evidence before expanding.
Choose the first project
Business automation is the first test market: it already has a public local search result and a concrete missed-call acceptance test. Keep creator and music services as matched comparison groups rather than assuming they need identical content.
Review Instant Lead Rescue → · Request a scoped GEO review →