Roadmap

What's shipped, what's next.

The live product, the work in flight and the order we plan to do it in. Everything under Shipped is on crwl.ai today.

Direction, not dates. Items are not dated commitments; the order moves with what customers hit first.

Shipped

Wired to the real API and running on the live service.

  • Plain-English composer — say who you want and the agent picks the source — database, Sales Navigator, Maps or CSV — infers the count, and shows the plan and the price before it runs.
  • Sales Navigator search builder — paste a people-search URL or build one. The URL grammar is byte-exact in both languages and resolves a name to an id, with no LinkedIn login or cookies.
  • Database search — search the local people index by title, seniority, department, region and decision-maker, with the work email surfaced on the row and unknown filters rejected.
  • Google Maps vertical — queue-backed Maps runs with coverage tiers, per-run metering and a cache, so re-running a city you already paid for is free.
  • Email finding and verification — a layered finder (domain resolve, per-domain pattern memory, SMTP probe) and verification on every address. Invalid emails are dropped before delivery and never billed.
  • Lists, export and the grid — save any run as a list, rename or delete it, export the rows, or open one list scoped in the leads grid.
  • Run ledger and live activity — a real feed off your newest list: every run, its progress, its cost estimate and its cancel path in one place.
  • API, MCP and signed webhooks — scoped hashed API keys, an MCP server for Claude, ChatGPT or your own agent, and HMAC-signed list.ready deliveries with gzip result downloads.
  • Workspaces, credits and spend caps — per-user workspaces with tenant-scoped sessions, credit reservations, and a visible daily cap that degrades first and refuses last.
  • Settings, support and sections — data export, invites and CSV import; an in-app support widget grounded in the help corpus that can escalate to a human; saved searches and pre-filtered sections.

In progress

Built or partially built, and being finished this cycle.

  • Split-run yield — parallel leaves, retry, cancel and in-flight release are in. We are raising per-leaf provider yield and load-testing a 10k run.
  • Sign-in deliverability — the Clerk session bridge covers email, Google and magic links; SMTP and inbox placement for production links are the remaining gap.
  • SERP provider quality — the paid-provider-first path is wired so a configured key beats Apify; we are tightening the fallback chain behind it.
  • Sales concierge and weekly digest — a chat handoff for inbound sales and a Monday summary of leads and spend, both landing on real runs.
  • Maps freshness — nightly launch-city convergence plus cache pruning so coverage does not rot between runs.

Next

Scoped and next in line, after the work above lands.

  • ATS connectors — Greenhouse, Lever, Workable, Ashby, SmartRecruiters and Recruitee job boards — free hiring-intent signal with no session cost.
  • Company registries — Companies House, NPI and SEC EDGAR (including Form D as a funding signal), all free official APIs.
  • Open places data — Overture and OSM Overpass ingest to widen local coverage beyond Google Maps.
  • Phone finding — Enrow finding with Twilio lookup validation, behind a per-tenant toggle.
  • Tech detection — a self-hosted Wappalyzer Cruiser pass to tag the stack running on a company domain.
  • Direct CRM delivery — native HubSpot and Pipedrive push on top of today's signed webhooks, so a list lands without a middleware hop.
  • Ops polish — alert on provider failure rate rather than health alone, prune old map caches, and load-test Postgres backup and restore.

Build your first list

50 leads, free, no card.