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Transparency

Ownership, methods, evidence gaps and corrections belong beside the work—not in a hidden footnote.

Manifest · 2026-08-31.2 · reviewed 2026-08-31

01

Ownership & independence

Operated by Matthias Ramahi. ai-fanout.com, Crawl Foundry and SEO Fanout share an owner; those sites are connected workflows, not independent recommendations.

Crawl Foundry and SEO Fanout may later consume a user-controlled export, but shared ownership never turns either site into independent validation. ai-fanout.com must remain useful without those links.

ai-fanout.com was newly registered by Matthias Ramahi for this project. Matthias is the operator and Research Owner: he versions the tool and method, records corrections, states reviewer status and owns the EUR 25 soft / EUR 30 hard monthly cost envelope.

No independent reviewer or provider benchmark is claimed. OpenAI and Gemini Native Fanout are live behind CAPTCHA, per-bucket and site-wide quotas, an atomic monthly budget ledger and a separate public enable flag.

The server keeps no raw topic or provider response. Results are stored only when a visitor explicitly saves them in IndexedDB on that device. OpenAI observations can retain visible queries, action-linked sources and usage data. Gemini saves strip Google Grounded Results and Search Suggestions before writing query strings and run metadata locally. History is limited to 20 entries and 30 days, has visible deletion controls, is not synchronized and is not a shared response cache.

Dated public examples contain owner-run OpenAI observations only. The public OpenAI-vs-Gemini page is a comparison protocol, not a retained Gemini transcript, because Google places additional restrictions on Grounded Results and Search Suggestions.

02

Verified source register

A source supports only the statement named here. Owner records, primary documentation, standards and live technical checks remain distinct evidence roles.

  1. 2026-08-22

    Canonical ai-fanout.com domain dossier

    Confirmed ownership and the owner-approved modelled-fanout tool plus bilingual learning-hub role.

    acceptedLocal or central record
  2. 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
  3. 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
  4. 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
  5. 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
  6. 2026-08-29

    Umami tracker configuration

    Documents domain restriction, Do Not Track support, exclusion of URL search and hash values, and performance measurement used by the site tracker.

    verified liveOpen source
  7. 2026-08-29

    Umami tracker functions, event data and sessions

    Documents custom event calls and session derivation. The implementation adds a strict local allowlist that excludes raw tool inputs, outputs, source addresses and user identifiers.

    verified liveOpen source
  8. 2026-08-22

    AI features and your website

    Google describes query fan-out publicly without exposing a general private-query inspection interface.

    verifiedOpen source
  9. 2026-08-31

    AI Mode in Google Search: updates from Google I/O 2025

    Google states that AI Mode uses query fan-out to break a question into subtopics and issue multiple searches; it does not provide ai-fanout.com with a private AI Mode query trace.

    verified liveOpen source
  10. 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
  11. 2026-08-22

    Creating helpful, reliable, people-first content

    Supports original, substantial, audience-first content with transparent sourcing and production context.

    verifiedOpen source
  12. 2026-08-22

    Spam policies for Google web search

    Defines scaled content abuse regardless of production method.

    verifiedOpen source
  13. 2026-08-22

    NIST AI RMF Generative AI Profile

    Supports explicit measurement, documentation, monitoring and limitations for generative-AI evaluations.

    verifiedOpen source
  14. 2026-08-22

    PROV-O: The PROV Ontology

    Provides provenance concepts for entities, activities, agents, derivations, sources and versions.

    verifiedOpen source
  15. 2026-08-22

    RFC 3339: Date and Time on the Internet

    Supports an interoperable timestamp representation tied to UTC.

    verifiedOpen source
  16. 2026-08-22

    The FAIR Data Principles

    Supports reusable research data with metadata, provenance and clear usage licenses.

    verifiedOpen source
  17. 2026-08-22

    RDAP record for ai-fanout.com

    Registration event dated 2026-08-16 and current registry state.

    verifiedOpen source
  18. 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
  19. 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
  20. 2026-08-22

    Browser-local tool implementation

    Historical local comparison utilities contained no transmission or browser storage path. Their public routes were retired on 2026-08-24 and now return 404.

    verifiedLocal or central record
  21. 2026-08-22

    Public source repository

    Current code provenance and absence of a repository license file.

    verifiedOpen source
  22. 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
  23. 2026-08-22

    Astro sitemap integration

    Automatic sitemap generation from statically generated Astro routes with route filtering.

    verifiedOpen source
  24. 2026-08-26

    OpenRouter model catalog

    Confirms the pinned GPT-5.6 Luna and Gemini 3.7 Flash OpenRouter model IDs and structured-output support used by the secondary Search Ideas allowlist.

    verified liveOpen source
  25. 2026-08-22

    OpenAI Responses API reference

    Supports one stateless Responses API call, store false, max output tokens and strict JSON Schema output.

    verifiedOpen source
  26. 2026-08-24

    OpenAI web search tool guide

    Documents web_search_call output and search actions that can include the query or queries searched. It does not expose chain of thought or guarantee that every route returns query strings.

    verifiedOpen source
  27. 2026-08-31

    Searching the web with ChatGPT

    OpenAI explains that ChatGPT Search can rewrite a question into one or more targeted queries and can issue more specific follow-up searches; this description does not expose a private ChatGPT search history to ai-fanout.com.

    verified liveOpen source
  28. 2026-08-26

    GPT-5.6 Luna model documentation

    Confirms the direct API model ID gpt-5.6-luna and Responses API web-search support.

    verifiedOpen source
  29. 2026-08-28

    GPT-5.6 Luna model pricing

    Lists USD 0.20 per million input tokens and USD 1.20 per million output tokens used by the dated per-run estimate.

    verifiedOpen source
  30. 2026-08-27

    OpenAI web-search pricing

    Lists the standard web_search tool at USD 10 per 1,000 calls plus search-content tokens at model rates.

    verifiedOpen source
  31. 2026-08-26

    Gemini grounding with Google Search

    Documents Gemini 3.7 Flash Google Search, google_search_call arguments.queries, cited URL annotations and per-query billing.

    verifiedOpen source
  32. 2026-08-27

    Gemini Developer API zero data retention

    Documents Interactions API store false and the unavoidable 30-day provider retention for prompts, context and output when Grounding with Google Search is used.

    verifiedOpen source
  33. 2026-08-27

    Gemini Developer API pricing

    Lists Gemini 3.7 Flash token prices through 2026 and the 5,000 monthly Search-grounding allowance followed by USD 14 per 1,000 search queries.

    verifiedOpen source
  34. 2026-08-27

    Gemini API Additional Terms

    Restricts caching, syndication, analysis and reuse of Google Grounded Results and Search Suggestions; drives the Gemini local-save redaction and public-example boundary.

    verified restrictiveOpen source
  35. 2026-08-24

    OpenRouter web search server tool

    Documents native web search, location hints and use limits. Exact query-string preservation for the chosen OpenAI route remains NOT PROVEN until a live response fixture is inspected.

    verified with open gateOpen source
  36. 2026-08-22

    GPT-5.4 nano model documentation

    Historical planner model reference. It is not the current observed-query route.

    superseded not currentOpen source
  37. 2026-08-22

    Cloudflare Turnstile documentation and privacy policy

    Server-side human-verification boundary and required privacy disclosure.

    verifiedOpen source
  38. 2026-08-22

    Modelled AI fanout tool secured release candidate

    Strict input and ten-item output schemas, one selected allowlisted OpenRouter model call, atomic quota and budget ledger, timeout, no raw server archive and fail-closed environment gate.

    verified closed by defaultLocal or central record
  39. 2026-08-26

    Direct OpenAI and Gemini native-fanout implementation

    One direct provider request, strict provider allowlist, provider-exposed query/source parsing, honest zero-query output, CAPTCHA-first shared atomic quota and budget accounting, no raw server archive and separate public flag. Bounded live production fixtures passed for OpenAI and Gemini on 2026-08-26.

    verified liveLocal or central record
  40. 2026-08-27

    Opt-in browser-local result history

    Explicit save action, IndexedDB-only storage, maximum 20 entries, 30-day expiry, individual deletion, clear-all and local JSON/CSV export without accounts or shared response caching.

    verified local onlyLocal or central record
  41. 2026-08-27

    Dated OpenAI fanout example observations

    Four owner-run OpenAI API observations record exact inputs, timestamps, exposed query strings, search-action source domains, usage, method versions and response status. Versioned JSON, normalized CSV and a JSON Schema are published. They are not an independent benchmark.

    verified reproducibleOpen source
  42. 2026-08-28

    Bounded monthly observation plan

    Defines 12 repeat topics, fixed run controls, ownership and publication boundaries. It is a plan and contains no claimed monthly results.

    planned not resultsOpen source
03

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 specific publication boundary

The live endpoint makes one transient provider request and keeps no raw server archive. Four reviewed OpenAI observations are published as a normalized owner-run fixture under OpenAI's customer-output rights. Google Grounded Results and Search Suggestions are not stored or published; Gemini local saves strip them before retaining query strings and run metadata.

Typography and production imagery
system fonts and owner commissioned ai images

The website uses system font fallbacks. Five text-free guide illustrations were commissioned by the owner through Higgsfield on 2026-08-27 and generated with nano_banana_2 after the requested model was adjusted by the service. Four additional topic-specific guide illustrations were commissioned directly by the owner through Google's gemini-3-pro-image model at native 2K on 2026-08-31; their prompts and generation metadata are stored with the project documentation. All nine illustrations are delivered locally as WebP files under public/images/guides and contain no copied third-party logos, screenshots or artwork.

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 topic, selected mode/provider, language, country and transient fanout result
server transient optional browser local copy

Input is transmitted to the ai-fanout.com endpoint and routed either directly to OpenAI or Google for native search, or through OpenRouter for modelled search ideas. The server stores no raw input or provider response. Only after an explicit save action may the visible result be retained in IndexedDB on that device for up to 30 days; it is not synchronized or reused as a shared cache.

Umami page and product analytics
privacy minimized first party measurement

The owner-operated Umami endpoint receives page analytics and only allowlisted product-event categories and bounded counts. URL search/hash values, raw keywords, provider outputs, query strings, source addresses, local-history content and user identifiers are excluded.

04

Current route policy

This is a fresh registration. The route manifest describes only the current product and normal unknown-path handling.

Sitemap source
central allowlist with editorial lastmod and hreflang
Excluded routes
/404, /tracker, /api, /lab, /protocol-builder, /research, /research/methodology, /datasets, /protocols/example-2026-08-22
Unknown paths
404
Catch-all redirect
Disabled

Canonical English and German 200 pages are indexable and discovered through an automatically generated sitemap. The operational tracker remains noindex. Retired comparison and research routes, and all other unknown paths, return a real 404.

05

Still unknown

  • Exact billed cost per OpenAI and Gemini run remains subject to provider-dashboard review; the UI shows a dated list-price estimate and the ledger retains a conservative EUR 0.10 reservation per Native Fanout request
  • Provider terms for transient processing across OpenRouter, OpenAI and Google require ongoing operator review
  • No public Gemini Grounded Result corpus or independent provider benchmark is authorized; the OpenAI-vs-Gemini page remains a local comparison protocol
  • Google Search Console post-change crawl and index state after an eventual safe production release
06

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 repository

Security concerns use GitHub private vulnerability reporting as described in SECURITY.md.