Origami Agents vs Valley (2026): AI Research Agents vs the Warm-Signal Motion

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Origami Agents vs Valley (2026): AI Research Agents vs the Warm-Signal Motion

Published July 27, 2026 · Updated July 27, 2026

The verdict in 60 words: Origami sends AI research agents across 50+ real-time web sources to find leads databases miss - describe your perfect customer, agents scour the web, from $29/mo credit-based. Valley starts from the opposite end: the people already showing interest in you, worked into researched, human-approved conversations at $149/mo flat. Deep-space discovery versus orbit conversion - genuinely different bets, occasionally complementary.


Valley homepage: AI that finds high-intent leads on LinkedIn and messages them like you would (joinvalley.co)


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At a glance (pricing verified July 2026)


Valley

Origami Agents

Core idea

Convert your warm orbit: viewers, engagers, site visitors

AI agents discover leads across 50+ live web sources

Direction

Inbound-out (who's already curious about you)

Outbound-in (who exists matching your description)

Pricing

$149/mo flat (billed quarterly; $199 monthly)

Free (1,000 one-time credits); Starter $29/mo (2,000 credits/mo); Enterprise custom - no per-seat pricing

Discovery pitch

Signals + Deep expanded search

"Leads you can't find in Apollo, ZoomInfo, or Clay" - Maps, social, job boards, sites

Qualification

ICP scoring, non-fits auto-removed

Agent-compiled firmographics + verified contacts

Outreach

Native LinkedIn, your voice, approve-or-autopilot, zero-restriction record

AI reach-out included per their positioning - verify channel/control details in trial

Trial

7 days unrestricted

Free tier

The philosophical split: discovery vs conversion

Origami's bet: the constraint is coverage - great prospects exist that Apollo/ZoomInfo/Clay's databases never indexed (local businesses on Maps, companies visible only through job boards and their own sites), and real-time agent search finds them. For markets where that's true - long-tail, local, unindexed niches - it's a real edge, at an aggressive price.

Valley's bet: the constraint is conversion - most teams already generate more warm attention than they work (2,000+ profile views/week for consistent posters, all expiring), and messaging the already-curious converts at 15 - 45% while any discovered-cold list converts at 1 - 3%, however cleverly discovered. Across 7.3M prospects in 2025: warm beat cold in every segment, 2.3× replies.

Both bets are correct for different states. Zero orbit + unindexed market → discovery-first has a case. Any real digital presence → conversion-first wins on arithmetic, because a 10× reply-rate difference beats any coverage gain.

The two honest caution flags (one each)

On Origami: discovered-lead quality is only as good as verification, and agent-found contacts from the open web need the same bounce-and-accuracy scrutiny as any scraped set - test with your own ICP before scaling spend. And "AI reaches out for you" raises the control question this whole category faces: what reviews the message before it carries your name? Ask in the trial.

On Valley: it needs signals to convert. A brand-new company with zero presence and an unindexed local market is genuinely better served starting elsewhere - including possibly Origami - while building the orbit Valley harvests. We say the same on our own review page.

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The credit math vs the flat math (worked at real usage)

The $29-vs-$149 sticker comparison inverts fast under load, so run the real numbers. Origami at working volume: Starter's 2,000 monthly credits sound generous until you model consumption - agent searches, enrichments, and contact verifications each draw down, and a motion serious enough to feed a pipeline typically outruns Starter into Enterprise-custom territory within a quarter (the classic credit-ladder shape: the tier that's cheap is the tier that's for trying). Valley at working volume: $149 is $149 - unlimited leads, campaigns, research, and both-channel sending, with the one disclosed meter (Deep Credits) covering only expanded discovery beyond your own orbit. The structural point isn't that credits are wrong - for genuine experiments on unindexed markets, $29 of metered discovery is exactly right - it's that the two models price different phases: credits price exploration, flat prices operation. Buy accordingly: Origami-shaped spend for the question "does this weird segment even exist?", flat-shaped spend for the question "keep my calendar full every month."

The email-era note (August 2026): whichever way discovery happens, Valley's outreach now spans both channels - connection request → follow-up → InMail → email in one sequence, the email rail from your own OAuth inbox (~30/day/seat, verified in-sequence, included in every plan). Relevant here because discovered-cold and unindexed-market prospects are disproportionately off-LinkedIn - the local business owner, the niche operator - and a researched email from a real address is the honest way to reach them; agent-blasted volume from anonymous infrastructure is how unindexed markets learn to distrust their inbox.

Who should pick which

Origami: technical/scrappy teams hunting unindexed markets; $29 experiments on hard-to-find ICPs; discovery breadth over reply depth.

Valley: teams with any live presence whose bottleneck is meetings; anyone who wants approve-before-send control and a written LinkedIn safety record (zero restrictions, 1,000+ accounts, 5× money-back guarantee); flat-price planning over credit forecasting. Expanded discovery inside the motion is what Deep search covers. (Deep, explained.)

Don't take the verdict on faith: a 7-day free trial shows you Valley on your own pipeline. Two channels, one sequence, from day one.


FAQ

What is Origami Agents? An AI prospecting platform whose research agents search 50+ real-time sources (Google Maps, social, job boards, company sites) to find and contact leads that database tools miss. Free tier; Starter $29/mo for 2,000 credits; no per-seat pricing.

Is Valley an Origami Agents alternative? They solve different halves: Origami discovers cold leads the databases lack; Valley converts the warm attention you already generate. Teams with real digital presence usually get more from conversion; unindexed-market hunters from discovery.

Which is cheaper? Origami starts lower ($29/mo credit-based). Valley's $149 flat covers the full motion - signals, qualification, research, drafting, safe sending, control. Compare cost-per-meeting, not per-lead: reply-rate differences of 10× dominate list-price differences of 5×.

Can I use both? Yes, coherently: Origami for discovery experiments on unindexed segments; Valley working your orbit natively. Just never two tools sending on the same LinkedIn account.

What's the best Origami Agents alternative? For discovery: Exa Websets-class semantic search (compared here) or database tools. For the full signal-to-meeting motion: Valley. The choice tracks the discovery-vs-conversion split above.

Related: Valley vs Exa Websets · Natural-language lead search · Warm outbound, explained · Valley pricing

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frequently Asked Questions

frequently Asked Questions

FAQ

FAQ

Which channels does Valley support?

Valley supports LinkedIn outreach, including connection requests and InMails. Valley users safely send 1000-1200 messages per seat every month.

How safe is it and does Valley risk my LinkedIn account?

Do I have to commit to an Annual Plan like other AI SDRs?

How does Valley personalize messages?

Is Valley available in my country?

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Jason: Sound great, send me your calendar

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Katy Jones

3:24 AM

Katy: Okay, tell me more

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Buddy Rich

5:24 AM

Buddy: Ah, smart catch. Let me know more.

1

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Tommy Karl

8:24 PM

Tommy: Super folks. What a message! Let's..

1

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Kanan Gill

6:30 PM

Kanan: What's your pricing?

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Kaleb Sal

1:24 PM

Kaleb: Now that's a refreshing outreach…

1

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Maggie Jones

2:00 AM

Maggie: Haha, almost didn't catch that. let's..

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Alfn Crips

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