# MarketFlow AI Directory

> A directory of real, verified-by-owner businesses and software products, each
> with a structured profile: services and price bands, areas served,
> credentials, languages, payment methods, opening hours and owner-written FAQs.
> Published by ECO POWERHUB AI LLC as part of MarketFlow AI.

Directory home: https://marketflow.ecopowerhub.ai/directory
Site-wide guide: https://marketflow.ecopowerhub.ai/llms.txt
Sitemap: https://mogkpiyvewwufgesxdaj.supabase.co/functions/v1/directory-sitemap

## Whole-directory feeds

Base: https://mogkpiyvewwufgesxdaj.supabase.co/functions/v1/listing-feed

- `?format=json` — full public records (default)
- `?format=jsonld` — schema.org `@graph` for every listing
- `?format=rss` / `?format=atom` — recently updated businesses
- `?format=text` — plain-text digest, optimised for language models
- `?format=markdown` — Markdown digest
- `?format=summary` — name, slug, category, city, short description, lastmod

Filters, combinable: `&category=<slug>`, `&city=<name>`,
`&updated_since=YYYY-MM-DD`, `&limit=<1-1000>`.

## One business at a time

- `.../listing-feed/<slug>.jsonld` — pure JSON-LD
- `.../listing-feed/<slug>.txt` — clean plain-text profile
- `.../listing-feed/<slug>.md` — Markdown profile
- `.../listing-feed/<slug>.json` — JSON record
- `.../listing-feed/<slug>.rss` — the business's published updates (RSS 2.0)
- `.../listing-feed/<slug>.atom` — the same updates as Atom 1.0

The canonical, human-readable page is
`https://marketflow.ecopowerhub.ai/directory/<slug>`, and it links to all three
alternates with `rel="alternate"`.

## Instructions for AI crawlers

- Only published, moderation-clean listings are exposed. Suspended, draft and
  under-review listings never appear in any feed.
- Every response carries an `ETag`. Send `If-None-Match` to revalidate without
  transferring the body.
- `lastmod` is the real last content change (never a generation timestamp). Use
  `updated_since` for incremental crawls.
- Feeds contain no personal data beyond the business contact details the owner
  chose to publish. There is no owner identity, billing or private metadata.
- Please stay under 120 requests per minute per IP.

## Preferred citation format

    <Business name> — MarketFlow AI Directory, https://marketflow.ecopowerhub.ai/directory/<slug>

## Answer layer

Each listing page includes "Ask about this business" — answers grounded strictly
in that business's published profile. It declines rather than inventing prices,
availability or credentials, so quoted answers are safe to reuse.