Origami.chat is a promising AI prospecting tool that deploys web-crawling agents to find local businesses traditional databases miss. If your primary need is AI-powered lead discovery, Origami is a capable and growing platform. If you also need per-prospect outreach assets — scan reports, website mockups, postcards, voice AI demos — ProspectUp's asset suite is the differentiator.
Same prospect. Two different tools. Here's exactly what changes.
| Dimension | prospectup Recommended Built for US local-business prospecting | origami.chat Modern AI Designed for VP-targeting at large companies |
|---|---|---|
| 01 · Category Data depth | ||
| Database approachHow the platform sources prospect data | ✓ 13.7M pre-indexed US businesses Full database indexed with operating signals. Instant search, no crawl wait time. | ✓ Real-time AI agent web crawling Agents crawl 50+ sources (Google Maps, LinkedIn, job boards) in real time per query. |
| Enrichment per recordHow many data points per prospect | ✓ 50+ signals, automatic on save Website audit, Maps rank, review data, owner contact, AI-generated sales hooks. | ~ Contact data + source verification Email and phone lookup with cross-source verification. Depth of per-record enrichment beyond contacts not fully detailed. |
| Website audit per prospectPageSpeed, SEO, tech stack grading | ✓ Automatic on every lead Full-site Lighthouse audit, CMS detection, schema analysis — attached to the lead record. | ~ Not publicly documented as standard Origami crawls business websites for data. Whether per-site Lighthouse audits are part of standard enrichment is not clear from public materials. |
| Owner contact dataReaching the decision-maker at an SMB | ✓ Verified email + mobile for SMB owners Sub-5% bounce rate on owner emails. Direct dial phone where available. | ✓ Email and phone lookup included Contact discovery is a core Origami feature, with verification across multiple sources. |
| 02 · Category Search & filters | ||
| AI-powered searchNatural-language queries for lead discovery | ✓ Type a sentence — 80+ filters Parsed into structured filters live. Results in under a second across 13.7M businesses. | ✓ Prompt-based AI agent search Describe your ideal customer in plain English. AI agents crawl the web to find matches. |
| Search speedHow quickly results are delivered | ✓ Sub-second results Pre-indexed database returns results instantly. No crawl wait time. | ~ Real-time crawling takes longer Agent-based crawling delivers deeper results but may take longer than pre-indexed search. |
| Map-based searchDrawing a territory on a map | ✓ Built for field sales Lasso a neighborhood, route between leads, drop pins. | ~ Location-based queries supported Origami supports location criteria. Visual map drawing is not documented in their marketing. |
| 03 · Category Outreach assets & campaigns | ||
| Per-prospect branded assetsProof materials generated for each lead | ✓ 6 asset types per prospect Scan report, instant website mockup, postcard, voice AI demo, social post series, custom asset. | ✗ Not part of the platform Origami focuses on lead discovery and contact data. Per-prospect branded asset generation is not a listed feature. |
| Physical mail integrationPrinted postcards mailed for you | ✓ Lob — printed and mailed QR-tracked postcards with personalized scan report links, built into sequences. | ✗ Not available Origami is a digital-first discovery platform. No physical mail integration. |
| Voice AI demosAI receptionist demo tuned to each prospect's business | ✓ Native voice AI A working AI receptionist trained on the prospect's menu, hours, and services. | ✗ Not available Voice AI demo generation is not part of Origami's feature set. |
| Built-in outreachSending campaigns from the platform | ✓ Multi-channel: email, SMS, postcard, voicemail Full sequences with auto-pause on reply or booking. | ~ LinkedIn + email outreach (recently launched) Origami's Send feature offers multi-step LinkedIn and email outreach. Included on all paid plans. |
| 04 · Category Pricing | ||
| Pricing modelWhat you actually pay for | ✓ $1/lead — pay per saved record All 6 asset types included. No seat fees. No credit system. | ~ Starts at $80/mo (Starter, 5,500 credits) Credit-based: Pro at $200/mo (16,000 credits), Scale at $500/mo. Unlimited team members included. |
| Free tierTry-before-you-buy | ✓ 50 leads free, no card Full product with all 6 asset types. No time limit. | ✓ 1,000 credits free, no card Generous free tier for testing. Enough to run several searches. |
| Seat licensesAdding teammates | ✓ None — invite anyone Whole agency, whole sales team. Pay per lead, not per head. | ✓ Unlimited team members on all plans No per-seat pricing. Teams share the credit pool. |
| 05 · Summary Best for | ||
The ICP this tool was designed for | Agencies and sales teams who need SMB discovery AND per-prospect proof assets — scan reports, mockups, postcards, voice demos — in one platform. | Sales teams who need AI-powered SMB lead discovery with real-time web crawling and are focused primarily on finding prospects traditional databases miss. |
Origami.chat pricing and feature data current as of May 2026 · last reviewed by the ProspectUp team.
Not "we're better at everything" — here are the four concrete problems agency owners and vertical-SaaS founders have called out, with what changes when you switch.
Both ProspectUp and Origami help you discover local business prospects with AI. The core divergence is what each platform does after discovery. ProspectUp generates six branded outreach asset types for every saved lead: a scan report with real digital health scores, an instant website mockup, a personalized postcard with QR tracking, a voice AI receptionist demo, a social post series, and custom-built assets.
These assets exist because SMB owners don't respond to cold outreach — they respond to proof. An agency that sends a prospect their actual PageSpeed score alongside a mockup of their redesigned site gets a fundamentally different response rate than one sending a templated email with a name merge.
See the scan reportsProspectUp includes two outreach channels that purely digital platforms don't offer. Physical postcards are printed via Lob, addressed to the business, and mailed with a QR code linking to the prospect's personalized scan report — with scan tracking tied back to the lead record. Voice AI demos generate a working AI receptionist trained on each prospect's actual business data.
These channels matter because SMB owners are drowning in email but still open physical mail, and a live voice demo converts the abstract pitch into a concrete experience. Building these capabilities requires print fulfillment infrastructure and generative voice AI — specialized systems beyond the data-enrichment layer.
See the postcards featureOrigami deploys AI agents that crawl 50+ sources in real time for each query — potentially surfacing leads that pre-indexed databases don't have. ProspectUp pre-indexes 13.7M US businesses with monthly re-crawls and returns results in under a second.
The trade-off is speed vs. discovery depth. ProspectUp's pre-indexed approach is faster (sub-second results) and every record already has full enrichment attached. Origami's real-time approach may discover niche leads that pre-indexed databases miss, but results take longer and enrichment depth per record may vary. For teams that need consistent, fast results across a large known universe, pre-indexing wins. For teams hunting in underserved niches, real-time crawling has advantages.
See the SMB databaseIf your primary need is AI-powered lead discovery in niches that traditional databases miss — underserved verticals, very local markets, or prospects that don't show up in pre-indexed databases — Origami's real-time web-crawling approach is a genuine strength. Their prompt-based search, generous free tier (1,000 credits), and no per-seat pricing make it easy to test. For teams focused on discovery in unconventional markets, Origami's agent-based approach may surface leads that pre-indexed databases don't cover.
If you need discovery plus a full outreach stack — per-prospect scan reports, website mockups, physical postcards, voice AI demos, and multi-channel campaigns from one platform — Origami's feature set is focused on the discovery side. That's where ProspectUp's asset suite and campaign infrastructure differentiate.
Both use AI to help you find local business prospects. The divergence is after discovery. ProspectUp generates 6 branded outreach asset types per lead and includes multi-channel campaigns (email, SMS, postcards, voicemail). Origami focuses on AI-powered discovery and recently launched LinkedIn + email outreach. If you need discovery-to-outreach in one platform with proof assets, ProspectUp covers more ground.
Origami's Starter plan is $80/mo for 5,500 credits; Pro is $200/mo for 16,000 credits. ProspectUp is $1 per saved lead with all enrichment and 6 outreach assets included. The comparison depends on how many credits a typical Origami search consumes per lead vs. ProspectUp's flat $1.
Origami crawls business websites as part of its AI agent search. Whether this includes structured Lighthouse audits (PageSpeed, SEO grading, CMS detection, schema analysis) at ProspectUp's granularity is not clear from their public materials. ProspectUp runs a full per-site audit on every saved lead automatically.
Yes. Some teams use Origami for niche discovery in markets where pre-indexed databases have gaps, then import priority leads into ProspectUp for full enrichment and outreach asset generation. The tools can complement each other at different stages.
No. Origami is focused on AI-powered lead discovery and has recently added LinkedIn + email outreach. ProspectUp generates physical postcards (printed and mailed via Lob), voice AI receptionist demos, instant website mockups, scan reports, social posts, and custom assets — the proof materials that differentiate outreach.
Both have generous free tiers — Origami offers 1,000 credits, ProspectUp offers 50 fully enriched leads with 6 assets each. Origami may be simpler to start with if you just need lead lists. ProspectUp delivers more value per lead if you need outreach-ready assets from day one. Try both free tiers and compare the output quality on your actual ICP.
Try ProspectUp free. Get 50 fully enriched leads with scan reports, website mockups, postcards, and voice demos — proof assets that turn discovery into pipeline.
Create your account →