Origami is the clearest example yet of a new product shape in GTM data: the prospecting chat. You type who you want in plain English - CPA firm owners in Atlanta with thirty Google reviews, Shopify stores that just started running ads, clinics hiring a second physician - and an agent searches the live web, filters the results against your criteria and hands back a list with emails and phone numbers where it can find them. AstroFabric starts from the same premise, an objective instead of a table, and carries it through the rest of the chain: the prospecting agent finds the accounts, the enrichment and verification agents fill and check every field with the source attached, the signals agent keeps watching, and the finished list lands in the CRM, sheet, sequencer or ad account with an approval on every write. The comparison is about how far past the first list you need the agent to go. Public information as of September 2026; verify current numbers on their pricing page.
The short version
Origami gives a small team the fastest path from a sentence to a list, priced so a solo founder can afford it. AstroFabric gives a team the same objective-first interaction and then keeps going: verified fields with evidence, signals that keep watching, audiences, and governed delivery through console, API, MCP and CLI. Speed to a first list versus a standing, auditable data chain: that is the whole comparison.
What Origami actually is
Origami's core loop is the prompt. Describe the businesses or people you want, and its research agent searches the web live rather than querying a stored index, which is why it does well on segments a database rarely covers: businesses without websites, newly licensed practices, stores that just changed platforms, founders in the current Y Combinator batch. Around that core sit twenty-six product surfaces listed on its site: company, people, local-business, e-commerce and creator search, website-visitor identification, web scraping, buying, funding and hiring signals, an ICP builder, market mapping, competitor research, contact and CSV enrichment, email and phone finders, tech-stack lookups, CRM export, a sequencer, and a viral-content tool. Pre-built "flows" package prompts for healthcare and fintech motions, and industry pages carry example prompts and sample lead tables for more than a hundred verticals, most of them local services. The sequencer sends email and LinkedIn messages from senders bundled with each plan, and its homepage now frames the whole product as campaigns it runs for you after you approve them with a click. Developers get a REST API, a hosted MCP endpoint, a CLI and signed webhooks. Pricing is credits, consumed when the agent searches sources, enriches a lead or runs research, as published in September 2026: Free with 1,000 one-time credits, 20 agent messages and 30-row tables; Starter at $29 a month with 2,000 credits, three projects and five email senders; Pro at $129 with 10,000 credits and its larger model; Max at $399 with 30,000 credits; and enterprise by contact with SSO and a custom SLA. A verified email costs 3 credits, a verified phone 15, top-ups run from $18 to $22 per thousand, and there is no per-seat fee. The honest read: for a small team selling to small businesses, Origami is quick, cheap and well aimed, and its live-web approach finds companies the big databases never indexed.
What AstroFabric actually is
AstroFabric takes the same starting point, an objective in plain language, and treats it as the first step of a mission rather than the whole product. The prospecting agent discovers accounts by firmographics, technology, hiring, funding, location or similarity to your best customers; the enrichment agent runs a waterfall source by source until each field fills, with the source recorded on every value; the verification agent applies email verification, dedupe and suppression before anything reaches a sequence; the signals agent keeps the list alive with standing watches on hiring, funding, technology change and intent; and the audience agent turns the same rows into matched audiences on LinkedIn, Meta and Reddit. Every row an agent adds to a list has to carry a source reference the platform observed, so a list can never contain a record the model made up. Delivery goes into the CRM, sheets, outreach tools and ad accounts you already run, through the console or through REST, MCP and the CLI, and every external write passes an approval gate with an audit entry. Pricing is credits with no seats: Starter at $65 a month with 1,000 credits, Growth at $149 with 3,000, Scale by agreement, and a three-day trial with 200 credits. The trade against Origami is explicit: a higher entry price and more structure, in exchange for evidence on every field, governance on every write, and agents that keep running after the first list.
Side by side
| Dimension | Origami | AstroFabric |
|---|---|---|
| Interaction model | Prompt in, list out; flows and industry prompts for repeat searches | Objective in, mission out; agents plan, execute, verify and deliver |
| Discovery | Live web search at query time, strong on local and small business | Firmographic, technographic, hiring, funding, location and lookalike discovery across a source waterfall |
| Evidence | Web research per row; sources shown in results | Source reference required on every row; per-field provenance on enrichment |
| Verification | Verified emails and phones where found | Verification agent: email checks, dedupe and suppression before delivery |
| After the list | Sequencer, CRM export, website visitors, viral content | Standing signal watches, matched audiences, personalization, company intelligence, delivery to CRM, sheets, sequencers and ad accounts |
| Pricing (published) | Free with 1,000 one-time credits; Starter $29/mo with 2,000; Pro $129/mo with 10,000; Max $399/mo with 30,000; enterprise; 3 credits per email, 15 per phone; no seats | Starter $65/mo with 1,000 credits; Growth $149/mo with 3,000; Scale by agreement; 3-day trial with 200 credits |
| Surfaces | Web app, CSV export, CRM push, REST API, hosted MCP, CLI, webhooks | Console, REST API, MCP, CLI, Slack, Telegram, email |
| Governance | One-click campaign approval on its homepage; project budget caps in the API docs; audit logs not mentioned on its site | Approval gate on every external write, audit log, credit ceilings per run |
Choose Origami if
Choose Origami if you sell to local and small businesses, if your lists are one-off searches rather than standing programs, and if the budget is measured in tens of dollars a month. Its live-web approach genuinely reaches the segments a database misses, its industry pages hand you working prompts on day one, and the sequencer means a solo founder can go from search to first email inside one product. Agencies prospecting for local clients and founders doing their own outbound are its natural owners.
Choose AstroFabric if
Choose AstroFabric if the list is the start of a data operation: accounts that need to be watched for signals, rows that need a source on every field before a reviewer will trust them, audiences that have to match the list on every ad platform, or agents that other software calls through the API and MCP. Teams sometimes keep a prospecting chat for quick local pulls while the agents run the standing motions; for most, one governed chain replaces both.
Frequently asked questions
Is AstroFabric an Origami alternative?
For the outcome, a list of companies and verified people built from a plain-language objective, yes. The models diverge after the first list: Origami stops at export or its own sequencer, while AstroFabric’s agents keep enriching, verifying, monitoring signals, building audiences and delivering into your systems under approval gates.
How does pricing compare?
Origami publishes Free with 1,000 one-time credits, Starter at $29 a month with 2,000 credits, Pro at $129 with 10,000, Max at $399 with 30,000 and enterprise by contact, at 3 credits per verified email and 15 per phone. AstroFabric is $65 a month with 1,000 credits, $149 with 3,000 and Scale by agreement, with a three-day trial. Origami is cheaper to start; which is cheaper per usable record depends on how much verification, monitoring and delivery you would otherwise stitch together yourself.
Does AstroFabric cover local businesses?
Yes. Company discovery includes location-based search for local businesses alongside firmographic, technographic, hiring and funding criteria, and the same enrichment and verification agents run on the results.
Can I use both?
Yes. Some teams use a prospecting chat for quick one-off local searches and run their standing programs through AstroFabric missions. A CSV from any tool can be imported into a list and enriched, verified and delivered from there.
Sources
- Origami - pricing
- Origami - AI prospecting product page
- Origami - sequencer product page
- Origami - API documentation
- Origami - industry page example: accounting firms
- Y Combinator - Origami company profile
Every playbook on this blog ships as a runnable mission.
Open a workspace and the playbook library is waiting - describe the outcome and the agents carry it end to end, on your plan's monthly credits.