Buyer prompt set
The questions your buyers really ask.
Service line 06
AEO, GEO & SEO
Get named when buyers ask ChatGPT, Perplexity, Gemini or Google's AI for a recommendation.
ChatGPTPerplexityGeminiAI OverviewsGoogle Search
AI does the workExperts pitch inYou approve
What we do
Visibility in answers, not just rankings
AI visibility tracking
Mentions and citations across engines.
Citation map
The sources AI answers draw on.
Answer-ready pages
Clear answers, comparisons and schema.
Original research
Data only you can be cited for.
Digital PR
Mentions in the press your buyers read.
Who does the work
AI at the forefront. Experts where they matter.
AI leadsMost of the work
- Running prompts across engines
- Mapping citations
- Technical audits
- Drafting pages and schema
Experts pitch inWhere it matters
- Pitching journalists and editors
- Reddit and LinkedIn participation
- Expert quotes for original research
What AI reads
Where AI finds its answers about you
Your pagesClear, current answers.
Review sitesReal customer reviews.
Reddit and forumsHonest community threads.
LinkedIn and YouTubeExpert posts and videos.
Trade pressCoverage and roundups.
Original researchData others cite.
How we do it
From onboarding to results
- 1OnboardName the questions to win.
- 2BaselineAgents run your prompts.
- 3PrioritiseA roadmap you approve.
- 4BuildPages, fixes and PR.
- 5MeasureMonthly re-runs.
What we track
AI mention rateShare of voiceCitations to your pagesAI referral trafficRankings
FAQ
Questions about AEO, GEO & SEO
Is AEO different from SEO?
It builds on SEO. Google says its AI features rely on the same indexed, crawlable pages. Assistants also lean heavily on third-party sources, so we add prompt tracking, citation analysis and work beyond your site.
Do we need an llms.txt file?
Not to rank. llms.txt is a proposal, not an adopted standard, and Google says it doesn't use it. For documentation-heavy sites we may add one because it takes little effort.
Can you guarantee ChatGPT will recommend us?
No. AI answers change with the prompt, the person and the date. We commit to a transparent process and report mentions, citations and referrals against your starting point.
Research sources
- https://developers.google.com/search/docs/appearance/ai-features
- https://developers.google.com/search/docs/essentials/spam-policies
- https://developers.google.com/search/docs/fundamentals/creating-helpful-content
- https://developers.google.com/search/docs/appearance/structured-data/intro-structured-data
- https://searchengineland.com/google-says-normal-seo-works-for-ranking-in-ai-overviews-and-llms-txt-wont-be-used-459422
- https://developers.openai.com/api/docs/bots
- https://support.claude.com/en/articles/8896518
- https://docs.perplexity.ai/docs/resources/perplexity-crawlers.md
- https://www.tryprofound.com/blog/ai-platform-citation-patterns
- https://ahrefs.com/blog/ai-overview-brand-correlation/
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Questions? hello@getmandora.com