Transparency
Ownership, methods, evidence gaps and corrections belong beside the work—not in a hidden footnote.
Ownership & independence
Operated by Matthias Ramahi, Research Owner. Common ownership with Contextter is disclosed and never treated as independent corroboration.
Contextter may consume future research in a real workflow, but shared ownership never turns this site into independent market validation. The research design must remain useful if every Contextter link is removed.
ai-fanout.com was newly registered by Matthias Ramahi for this project. Matthias is the operator and Research Owner: he versions protocols, records corrections and their comparability effects, and keeps reviewer status and cost boundaries explicit.
No independent reviewer is assigned. Pages must not describe owner review as independent review. EUR 0: the public tools make no provider/API calls and run only on user-supplied browser-local inputs.
Verified source register
A source supports only the statement named here. Owner records, primary documentation, standards and live technical checks remain distinct evidence roles.
- 2026-08-22
Canonical ai-fanout.com domain dossier
Confirmed ownership, accepted public Evidence Lab purpose, named Research Owner, indexable website launch and separately gated provider research.
acceptedLocal or central record - 2026-08-22
Canonical owned-domain registry entry
Records ai-fanout.com as owned and newly purchased for the current project.
verifiedLocal or central record - 2026-08-22
Matthias Ramahi imprint
Operator name, postal address, contact email and editorial responsibility used for the ai-fanout.com legal notice.
verifiedOpen source - 2026-08-22
Canonical operator legal source
Repository source confirming Matthias Ramahi, Kempener Straße 44, 40699 Erkrath, info@matthiasramahi.de and responsibility under section 18(2) MStV.
verifiedLocal or central record - 2026-08-22
Vercel Privacy Notice
Hosting-provider disclosures about end-user request data, retention, providers and international transfers used in the site-specific privacy notice.
verifiedOpen source - 2026-08-22
AI features and your website
Google describes query fan-out publicly without exposing a general private-query inspection interface.
verifiedOpen source - 2026-08-22
Optimizing for generative AI features on Google Search
Normal SEO foundations remain relevant; pages made primarily for fan-out variations are not the accepted content model.
verifiedOpen source - 2026-08-22
Creating helpful, reliable, people-first content
Supports original, substantial, audience-first content with transparent sourcing and production context.
verifiedOpen source - 2026-08-22
Spam policies for Google web search
Defines scaled content abuse regardless of production method.
verifiedOpen source - 2026-08-22
NIST AI RMF Generative AI Profile
Supports explicit measurement, documentation, monitoring and limitations for generative-AI evaluations.
verifiedOpen source - 2026-08-22
PROV-O: The PROV Ontology
Provides provenance concepts for entities, activities, agents, derivations, sources and versions.
verifiedOpen source - 2026-08-22
RFC 3339: Date and Time on the Internet
Supports an interoperable timestamp representation tied to UTC.
verifiedOpen source - 2026-08-22
The FAIR Data Principles
Supports reusable research data with metadata, provenance and clear usage licenses.
verifiedOpen source - 2026-08-22
RDAP record for ai-fanout.com
Registration event dated 2026-08-16 and current registry state.
verifiedOpen source - 2026-08-22
Current custom-domain response
Custom domain serves canonical indexable 200 pages without meta or header noindex, a crawlable robots file, automatic sitemap, intentional tracker noindex and real 404 responses.
verified indexable liveOpen source - 2026-08-22
Current Vercel project alias
The Vercel project alias serves the same deployment with canonical URLs pointing to the custom domain and no global noindex.
verified indexable previewOpen source - 2026-08-22
Browser-local tool implementation
Evidence Lab and Protocol Builder contain no fetch, XMLHttpRequest, sendBeacon, localStorage or sessionStorage path; exports use browser-created files after explicit actions.
verifiedLocal or central record - 2026-08-22
Public source repository
Current code provenance and absence of a repository license file.
verifiedOpen source - 2026-08-22
Dated Evidence Lab synthetic fixture
Exact synthetic inputs, method version and deterministic expected results for the local calculation workflow; not an independent provider benchmark.
owner created reproducibleLocal or central record - 2026-08-22
Astro sitemap integration
Automatic sitemap generation from statically generated Astro routes with route filtering.
verifiedOpen source
Rights decisions
- Current repository code and copy
- owner created no open license
The public repository does not grant reuse rights unless a later LICENSE file does so explicitly.
- Third-party screenshots, copied text and stored model outputs
- provenance and rights required before publication
Publication requires verified provenance, clear attribution and the necessary provider, copyright and privacy permissions.
- AI provider outputs and source lists used in a future site-run dataset
- provider review required before collection or publication
Future server-side retention, quotation, batching or redistribution requires provider-by-provider review. The current browser-local tools do none of these things.
- Typography and production imagery
- no bundled third party assets
The public website uses system font fallbacks and code-native graphics; it loads no third-party font or production image asset.
- External standards and documentation
- linked and paraphrased
Reference pages link to primary sources and paraphrase narrowly supported facts without republishing source documents or protected artwork.
- User-supplied answers, criteria, metadata and visible source URLs
- browser local user controlled
Inputs are processed only in browser memory, are not transmitted by ai-fanout.com, and are exported only after an explicit user action.
Current route policy
This is a fresh registration. The route manifest describes only the current product and normal unknown-path handling.
- Sitemap source
- astro static route generation
- Excluded routes
- /404, /tracker
- Unknown paths
- 404
- Catch-all redirect
- Disabled
Canonical public 200 pages are indexable and discovered through an automatically generated sitemap. The operational tracker remains noindex, and unknown routes return a real 404.
Still unknown
- Provider-specific retention and redistribution rights for any future site-run observation dataset
- Independent reviewer assignment and future provider-collection cost ceiling
- Google Search Console post-launch crawl and index state after sitemap discovery
Corrections & contact
For a factual, rights or methodology correction, email info@matthiasramahi.de or open a public issue in the source repository and name the affected route and evidence. Do not post vulnerabilities, credentials, private endpoints or personal data publicly.
Open the source repositorySecurity concerns use GitHub private vulnerability reporting as described in SECURITY.md.