Every feature is downstream of a source here. Status is derived from the run log, not asserted.
designs
Design metadata, licence, downloads, likes and makes — captured daily so momentum can be measured.
Last run 2 hours ago, 204 items.
Unlocks
What it is not
A download is someone taking a free file. It is interest, never a sale.
Official REST API with an app token. Metadata and metrics only; no model files are stored.
marketplace
Two feeds. Listing analytics: price, reviews, listing age, views, favorites, conversion rate, and the vendor's monthly sales and revenue estimates. Keyword analytics: search volume and the marketplace's own competing-listing count per term, which is the only read the product has on demand nobody has supplied yet.
Never loaded. Import an export or an MCP pull and it populates.
Unlocks
What it is not
Monthly sales and revenue are the vendor's model, not receipts. Verified-buyer reviews are the only transaction evidence in the feed. Search volume is interest, never purchase, and a term's competing-listing count covers every kind of product rather than printed ones.
Loaded from the EverBee MCP connector or a dashboard export, through the import functions — neither reads a credential. A scheduled connector against EverBee's Research API exists in the repository and is NOT running: that API is behind their Dev Portal on a paid plan and it has never been established that this account can obtain keys for it.
reference
What Etsy, eBay and Amazon each take out of a sale — the cut, the listing fee, card processing and any monthly seller plan — read off their own pricing pages with the date each was in force.
Deployed but has never recorded a run.
Unlocks
What it is not
A published rate is the headline schedule, not your invoice. Category-specific rates, store subscriptions and promotional discounts all move it, and fulfilment is billed separately.
Each channel's published pricing page, read monthly. Cloudflare Browser Rendering is used where a page builds its fee table in the browser; the rest are read directly.
catalog
The vehicle make/model spine used to recognise automotive entities in titles and tags.
Deployed but has never recorded a run.
Unlocks
What it is not
A catalogue of what exists, not of what sells.
Official public API, no key.
catalog
Entity spines for franchises, games and devices, for the same recognition step.
Deployed but has never recorded a run.
Unlocks
What it is not
A catalogue of what exists, not of what sells.
Official SPARQL endpoint, no key.
marketplace
Sold-listing history — real completed transactions with price and date — for the same product terms.
No ingester yet. The access route is documented; nothing runs until it is built.
Access route
eBay Developer Program. The Marketplace Insights API returns 90 days of sold listings and requires an application; the Browse API covers active listings. Terapeak has no export API, so its research view cannot be ingested.
Will read EBAY_CLIENT_ID, EBAY_CLIENT_SECRET.
Unlocks
What it is not
eBay's '3D print' results are dominated by printers and filament, not printed goods. Terms must be qualified or the corpus measures the wrong market.
search
Relative search interest over time for tracked terms, by region.
No ingester yet. The access route is documented; nothing runs until it is built.
Access route
No official public API. Data enters via CSV export from trends.google.com or a licensed data provider.
Unlocks
What it is not
An index of relative interest, scaled 0–100 against the term's own peak. It is not a volume and cannot be compared across terms as one.
community
Posts asking for a product that does not exist, or complaining about one that does — the qualitative side of demand.
No ingester yet. The access route is documented; nothing runs until it is built.
Access route
Official Reddit API via a registered OAuth app, scoped to public subreddits. Posts are stored as text and a link, with attribution.
Will read REDDIT_CLIENT_ID, REDDIT_CLIENT_SECRET.
Unlocks
What it is not
A request is one person asking. It is qualitative evidence for a hypothesis, never a demand figure.
designs
A second design index, with its own download and like counts and licence metadata.
No ingester yet. The access route is documented; nothing runs until it is built.
Access route
Pending an official API or partner agreement.
Unlocks
What it is not
Same as Thingiverse: downloads are interest.
designs
Bambu's design index, including print profiles and boost counts.
No ingester yet. The access route is documented; nothing runs until it is built.
Access route
Pending an official API or partner agreement.
Unlocks
What it is not
Boosts and downloads are interest, never sales.
Keys are held as Supabase edge-function secrets. This page names them and never collects them.