You’re absent from “best boutique hotels in Lisbon”
City guide page targeting review and editorial placement
What ChatGPT says today“For a boutique stay in Lisbon, Kestrel Collection and Bellamar Resorts are the names that come up most often.”
Everyone can now see the problem. Almost nobody can fix it.
AI search visibility,
fixed.
Luminaid tracks, analyses and diagnoses your brand performance — then writes and places the content that makes you visible in AI search.
Track
Diagnose
Execute
Free. 48 hours. No integration.
Inside Luminaid
Track what AI recommends, trace the sources behind each answer, and turn every visibility gap into a concrete action.
Illustrative product data
Core capabilities
Visibility, position and sentiment across every model — plus the content work that makes your own site readable and quotable by AI.
Visibility
Share of answers
See the share of chats where your brand is mentioned and understand how often you show up in conversations.
Position
Where you rank
Understand your brand's position within AI search results and uncover opportunities to improve your ranking.
Sentiment
How you're described
Find out how your brand is perceived by AI, what's going well, and what requires improvement.
Content readiness
Quotable by machines
We analyse your website page by page and rewrite it so language models can read, quote and cite it — matched to the exact questions your buyers ask.
The market changed
Discovery moved.
200M+
people now use AI assistants to research purchases
+778%
year-on-year growth in GenAI referrals to transactional sites
4 models
ChatGPT, Gemini, Perplexity and Claude decide who gets named
Sources: SimilarWeb, Dec 2025.
We find the gaps, then fill them.
We identify the exact sources the models pull from on your buyers' questions, show where you are missing from them, then recommend and write the content that closes each gap — including a full rewrite of your own site so language models can parse, quote and cite it.
Gap identification
Every answer traced back to the pages, guides, communities and listings feeding it — and a clear list of the ones naming your competitors and not you.
Recommend and generate
A ranked plan of what to publish and where, then the content itself: answer-shaped pages, entity statements and structured data written in your voice.
Full website audit and rewrite
Your site read page by page and rewritten so it is machine-parsable and matched to the real prompts your buyers type, not keywords.
A marketing team can already see the gap. What they can't do is staff the fix.
Placement is the moat.
Any tool can draft a page. Getting it onto a source an AI assistant will cite is relationships and operations.
01
Your own estate
Site content, structured data, entity markup, llms.txt
02
Profiles and listings
Google Business Profile, review platforms, directories, Wikidata
03
Guides and round-ups
Category guides, comparison content, niche publishers
04
Earned and paid editorial
Digital PR, trade press, disclosed sponsored placement
We price on placements delivered, not words written.
We measure before we touch anything.
AI answers drift week to week for reasons that have nothing to do with you. Without a baseline, nobody can tell whether the work paid.
Weeks 1–3
Baseline
Tracking runs, nothing changes
Weeks 4–12
Intervention
Content created and placed in cohorts, so effects stay attributable
Ongoing
Attribution
Movement reported against baseline, with a held-back control set of prompts we deliberately don't work on
We sell the work and report the movement. We never guarantee a position — anyone who does is guessing.
Who it's for
Mid-market brands
Small teams in comparison-driven categories who can see the gap and can't staff the fix
Travel and hospitality
Where we start. Multi-property groups and a placement map we know better than anyone
Agencies
Wholesale placement you resell under your own name
Start by seeing the gap.
Free audit
48 hours
Four-model scan, citation and source map, competitive set, one-page action plan. Yours to keep either way.
Diagnose
€400/mo
Ongoing daily tracking, citation and competitor analysis, quarterly strategy call.
Most popular
Act
€1,750/mo
Everything in Diagnose, plus six placements per month written and placed, monthly gap roadmap, before/after reporting.
Managed
from €4,000
Multi-brand, multi-market or multi-property. Dedicated strategist, custom volume, quarterly review.
Every engagement opens with a three-week baseline. No annual lock-in — cancel monthly after the first 90 days.
Built by operators
The team behind the fix.
01
AI search strategy
02
Content operations
03
Measurement and proof
Luminaid is built by people who have shipped AI search products, scaled marketplace operations, and run enterprise AI systems.
FAQ
Questions, answered plainly.
What is AI search visibility?
AI search visibility is the frequency and prominence with which a brand appears in answers from assistants such as ChatGPT, Gemini, Perplexity and Claude. It is measured across a stable set of buyer prompts so changes can be compared over time.
How is Luminaid different from an AI visibility tracker?
An AI visibility tracker measures where a brand appears and which sources influence the answer. Luminaid does that measurement, then creates and places the content needed to close the identified gaps and reports movement against a baseline.
What counts as a placement?
A placement is a completed piece of work published on a source that AI assistants can read and cite. It may be content or structured data on your own site, a profile or listing, a guide, or disclosed editorial coverage.
How do you prove the work moved the score?
Luminaid tracks a three-week baseline before making changes, then releases placements in cohorts and compares worked prompts with a held-back control set. This separates intervention effects from the normal week-to-week drift in AI answers.
Which AI models do you track?
Luminaid tracks ChatGPT, Gemini, Perplexity and Claude. Reporting covers visibility, position, sentiment and the sources cited across the prompts buyers actually use.
How long before I see movement?
Every engagement begins with a three-week baseline, and the first interventions run from week four. Some placements are reflected quickly, while others take several model refresh cycles; Luminaid reports observed movement without guaranteeing a position.
Do you work in languages other than English?
Yes. Luminaid can track and create work for multiple languages and markets where the relevant source landscape is accessible. Scope depends on the market, category and availability of credible placement partners.
Let us show you what AI says about you.
Free audit. 48 hours. No integration, no commitment.
Luminaid accounts are invite-only while we onboard our first cohort.