A clearer entity
Company, services, experts and location form one consistent and verifiable web presence.
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QQQ service
AI search optimization without magical shortcuts
AI visibility audits, prompt mapping, entities, citation-ready content, source discovery and measurement for ChatGPT and Google AI search.
Discuss this serviceStarting point
Visibility in AI answers starts with the same foundation as strong SEO: indexable content, clear entities, verifiable claims and relevant authority.
QQQ maps the questions where a brand should be considered and reviews the sources answer engines currently use. We then improve visible content, company and expert relationships, primary evidence and relevant third-party mentions. We do not promise a fixed AI position because answers vary by model, prompt, location and time.
Useful answer passages
Important claims are explicit, attributable and meaningful when extracted from the page.
Measurable AI visibility
Stable prompts track mentions, citations, context and competitors across repeated runs.
Scope
AI visibility requires more than testing one prompt
- 0130–50 priority prompts
- 02Brand and competitor baseline
- 03Mentioned and cited URL analysis
- 04Entity and fact consistency
- 05Citation and information-gain review
- 06Third-party source map
- 07OAI-SearchBot and search-crawler checks
- 08Repeat measurement and reporting
Process
From a buyer question to a verifiable visibility signal
Every improvement should help people, conventional search and answer engines that synthesise multiple sources.
Map the questions
Select informational, commercial, comparative and recommendation prompts.
Find the source ecosystem
Identify domains, URLs and experts that recur across answers.
Build the evidence
Improve content, schema, expert profiles and realistic third-party mention opportunities.
FAQ
Straight answers about AI search optimization
01Do AI search features require a secret schema or file?
No. Google states that no special AI schema or machine-readable file is required. Useful, indexable and well-supported web content remains the foundation.
02Should OAI-SearchBot be allowed?
Yes, if you want public content to be discoverable and citable in ChatGPT search, OAI-SearchBot should not be blocked in robots.txt.
Verifiable sources
Official foundations for AI search visibility
01Google Search Central — AI features and your website
Google’s official explanation of visibility in AI Overviews and AI Mode.
02Google Search Central — Generative AI optimization guidePractical guidance for unique, verifiable and discoverable content in AI search features.
03OpenAI — Publishers and developers FAQOpenAI’s official guidance on OAI-SearchBot, citations and ChatGPT search discovery.
Other services
Let’s discuss the objective
Make search manageable.
Tell us which service, market or visibility problem you want to solve. We reply within one business day.
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