Transparency · In progress
Still being forged.
LuminaForge launched luminaforge.ai in May 2026. This dashboard is live while we collect baselines — citation snapshots, performance checks, and schema coverage — the same reporting model every client engagement will receive. Numbers below are early; we publish them anyway.
Still being forged
We are collecting baselines — not polishing a vanity score.
LuminaForge went live a few days ago. LLM citations, entity authority, and third-party mentions compound over weeks and months — not on launch day. This page logs what we measure, what we see today, and how it changes over time.
- Dashboard live since
- Citation baseline
- 0%
- Query bank
- 31 queries · 2 engines
expected early — tracking anyway
last run 2026-05-28
- Citation checks run on a growing query bank across Gemini and Grok — raw results published, not cherry-picked
- Performance and schema sections reflect what is verifiable now (PageSpeed Insights + live route audit)
- When citation rate moves, you will see it here first — including when it is still 0%
Early snapshots are the point. Radical transparency means showing the work before the numbers look impressive.
Performance targets are verified separately below — see Core Web Vitals and live PSI source links.
Citation log
No LLM citations yet — we are logging the query bank anyway
LuminaForge launched days ago. Gemini and Grok have not returned luminaforge.ai as a cited source on our tracked queries so far. That is expected. The table below shows every check — including the zeros — so you can watch the baseline move over time.
Baseline collection
31 queries · 2 engines · logging 0% today
Snapshots from our query bank via Gemini (Google Search grounding) and Grok. We publish raw results while luminaforge.ai builds entity authority — expand any cell to see what each engine returned, including when LuminaForge was not cited.
Expand any cited cell to see the full URL, answer context, and ordered source list.
| Query | Gemini | Grok |
|---|---|---|
| What is LuminaForge? | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| LuminaForge GEO agency | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| LuminaForge Answer Engine Optimization | Not cited May 25, 2026, 5:18 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| What is Generative Engine Optimization? | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| What is Answer Engine Optimization? | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| What is the difference between SEO, GEO, and AEO? | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| How to get cited by ChatGPT and Perplexity | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Generative Engine Optimization agency llms.txt | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| How much does GEO cost | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| GEO agency pricing | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Best GEO agency 2026 | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Generative Engine Optimization agency United States | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Next.js agency with elite Core Web Vitals | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Next.js SEO agency | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Remote-first web agency United States | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Who builds AI-ready websites for small business nationwide? | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| GEO for home services companies | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Local SEO and GEO for plumbers | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| Answer engine optimization for contractors | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| GEO for SaaS companies | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| B2B generative engine optimization | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| AI search optimization for software companies | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| Google AI Overviews optimization agency | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| Perplexity SEO agency | Not cited May 25, 2026, 5:18 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| ChatGPT SEO agency | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| SEO vs GEO vs AEO which do I need | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| GEO agency vs SEO agency | Not cited May 28, 2026, 3:49 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| What does a GEO agency do | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| llms.txt generator for business website | Pending | Not cited May 28, 2026, 3:49 PM UTC |
| FAQPage schema for AI search | Not cited May 25, 2026, 5:18 PM UTC | Not cited May 28, 2026, 3:49 PM UTC |
| AI crawler robots.txt allow list | Pending | Not cited May 28, 2026, 3:49 PM UTC |
Performance
Core Web Vitals on the reference build
These numbers are live from PageSpeed Insights — verifiable now, independent of citation baselines.
Schema coverage
Structured data deployed across luminaforge.ai
Computed from the live route map — infrastructure we can verify today while citations compound.
- Organization + WebSite
- 1/1
- FAQPage
- 18/18
- BreadcrumbList
- 26/26
- Article
- 13/13
- Service
- 6/6
pages with valid JSON-LD
pages with valid JSON-LD
pages with valid JSON-LD
pages with valid JSON-LD
pages with valid JSON-LD
FAQ
Questions about the dashboard while we collect baselines.
What does the LuminaForge transparency dashboard show?
Citation snapshots across Gemini and Grok for a defined query bank, Core Web Vitals from PageSpeed Insights, and structured-data coverage computed from the live route map. LuminaForge launched in May 2026 — numbers are early baselines, not a finished scoreboard. Client engagements receive the same reporting model in their portal.
Why is the citation rate 0%?
LuminaForge.ai launched recently. LLM citations compound from entity authority, named experts, third-party directories, and time in market — not from schema markup alone. We publish 0% while we collect baselines so the dashboard stays honest. When citations appear, they will show here first.
How often is citation data updated?
LuminaForge runs the conversational query bank on a regular refresh cycle (weekly target), publishes snapshot deltas, and expands the bank as new content ships. During the early phase, expect incremental coverage as API quotas and the query bank grow.
Can I get this dashboard for my own website?
Yes. Every LuminaForge SEO, GEO, and AEO retainer includes citation tracking and performance reporting — including the early baseline period while numbers compound. Book a strategy call to scope the query bank for your brand.
Why publish performance and citation data publicly?
LuminaForge dogfoods its own methodology. Public dashboards make every claim auditable — including before the citation numbers look good. The same standard applies to client work.
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