Use cases

Call whoami if you need quota (not metered), then list_playbooks. The /capabilities stage is a static demo of a few raw tools (sample numbers).

VC

brief_market vertical=Fashion countryCode=US → TAM + movers. find_peers domain=gruntstyle.com → set. diligence_pack domain=gruntstyle.com → IC memo (growth, mix, stack roles, bestsellers, contacts). cohort_tam for a filtered groupBy table.

Competitor

compare_stacks on 2–8 domains. competitor_moves for catalog moves. create_signal to watch ads/units (paid). overlap_vendors domainA + domainB for shared vendors and price gaps.

Dropship / sourcing

screen_dropship vertical=Fashion → flagged stores + cheap SKUs. source_map q=yoga mat or vendor=… → vendor × stores × price band. winning_skus storeVertical=Fashion → bestsellers + markdowns + new SKUs.

Products / changes

product_search q=hoodie isBestSeller=true priceMax=80 → hits + vendor/type/store facets. product_intel domain=gruntstyle.com handle=… (or q=) → price vs compare-at, store, SKU history. change_tracker domain=gruntstyle.com since=2026-08-01 → all product + store change types. price_watch / assortment_watch to split price vs listing moves.

REST: /docs/products.

Outreach

get_contacts q=gruntstyle or domain=gruntstyle.com → emails + social URLs + ESP/support apps. find_outreach hydrates a filtered list (max 10; each store is a catalog call). This catalog has no phone and no owner name.

Signals (paid)

create_signal domain=magbak.com — persist a watch on the Neonjelly key (paid: 8 on Explorer). Trial keys get 403. Creating meters the key. Neonjelly does not probe.

Then get_signal_stats, get_signal_ads, get_signal_sales, get_signal_inventory, get_signal_social. Gymshark / ColourPop stay watched:false unless Signals already has them.

The Neonjelly partner key can GET domains already on Signals. It cannot create new EcomScout watches (Service keys cannot create or alter signals). Create still stores the domain on your key; a new watch may need the EcomScout dashboard.

Product ideas

niche_research q=yoga mat → saturation + sellers. Or search_product_ideas then list_product_sellers.