Treg finds and verifies contacts for under a cent, but it does not send the outbound campaign the video credits it with

The artifact is a 40.4-second vertical clip (0:40, 40.405351 s by ffprobe), 1080x1920 at 30 fps, HEVC Main video at 1,002,335 bps alongside HE-AAC stereo audio at 96,324 bps and 44.1 kHz, 1,212 video frames, 5,583,354 bytes on disk (5.3 MB), overall bitrate 1,105,468 bps. Posted 2026-10-05 at 12:59:39 UTC by uploader_id 7484111690525852718, handle and channel nickname both ckmckelvy. At capture time on 2026-10-06 it carried 215 views, 12 likes, 0 comments and 1 repost. The audio track is listed as "original sound" by ckmckelvy, which is the speaker's own voice with no music bed. I read all 20 extracted frames plus five high-resolution crops pulled straight from the mp4; the Whisper transcript runs 152 words. The speaker is a bearded man in a dark olive baseball cap with a white script "K" on the crown, wearing an oatmeal waffle-knit sweater, filming in a hallway with crown moulding, a black-and-white framed print behind his left shoulder and a white door behind his right. Frames 1 and 2 carry a cream serif title card reading "CAN'T FIND THEIR EMAIL?" over "Try this." in italic, with burned-in captions beneath. From roughly 0:06 onward the top half of the frame becomes a screen recording labeled "Official Treg demo" and later "Search setup" and "Official demo · sample data". The recordings show, in order: an OpenAI Codex "Plugins" pane subtitled "Work with Codex across your favorite tools" with "treg" typed into the search box and a single result whose subtitle reads "Call 2,?00 APIs without keys" (the mouse cursor covers one digit); a Codex composer reading "Ask a follow-up" with the model selector set to "GPT-6 Astra High"; a banner reading "Give Astra 1B+ contacts"; the "Enrich Arena" page "Powered by Treg" with tabs Arena, Leaderboard, Benchmark and Treg, capability tabs "Find work email", "Find phone number", "Enrich person", "Enrich company", "Verify email", "Verify phone number", an "Email verification" toggle switched on, a "2 / 50 entries" counter and a black "Run 2 entries" button; rows typed live with "Patrick Collison" against "stripe.com" and "Dharmesh Shah" against a blank domain; a row of eight pixel-art robot avatars labeled quickenrich, Kitt, Tomba, moltsets, dropleads, Findymail, limadata and datagma, each marked "Ready", under a "Waterfall" / "Battle" toggle and the line "Running from cheapest vendor, until get a valid result"; a vendor picker reading "6 matching vendors" and "Est. cost · 10 results" listing Exa $0.007, Fiber AI $0.20, LeadMagic $0.25, Aviato $0.0025 tagged "Lowest cost", Diffbot $0.299 and People Data Labs $3.80, footnoted "Illustrative search estimates · email & phone enrichment billed separately"; a Google Sheets view titled "Growth leaders" subtitled "US SaaS · Growth leadership · Emails & phones" showing "0 of 129 contacts" and a "DEMO DATA" badge; a price-strikethrough slide headed "No subscription, No contract / Pay for results only" listing Apollo $59/mo, Hunter $34/mo, Lusha $49/mo, CompanyEnrich $49/mo, Crunchbase $99/mo, People Data Labs $98/mo, Clay $149/mo, Tomba $89/mo and Findymail $99/mo all struck through in red against "Cents per call" in green, footnoted "Illustrative monthly plans · Costs vary by provider and usage"; a ten-row contact table of invented people (Ava Morgan, Ethan Lee, Maya Chen, Noah Patel, Sofia Reed, Liam Brooks, Isla Carter, Lucas Kim, Amelia Ross, Oliver Shah) at invented companies (Northstar Labs, OrbitCloud, JuniperStack, Brightlane, SummitFlow, Clearpath, Fieldstone, CedarWorks, ArcSpring, Silverline), footnoted "Demo identities · simulated enrichment · phone digits masked", filling in with per-row status chips reading "Verifying · LeadMagic", "Next · Tomba", "Next · Hunter" and "Aviato"; and finally a chat result reading "Google Sheets / Saved 10 emails & 8 phone numbers" above "Astra" saying "Found 129 matching profiles for $0.37 ." The clip closes on 17 cream envelope emoji arranged 6-6-5 over the caption "17 envelopes."

The product is treg.to, and the video never says the name out loud correctly or shows the URL

Whisper renders the product as "Treg" throughout, and the on-screen chrome confirms the spelling: the demo bar reads "Official Treg demo", the Arena page reads "Powered by Treg", and the Codex plugin entry is lowercase treg. The brand uses both cases. What the video never shows is where to find it. The product lives at treg.to, whose own tagline is "OpenRouter for agent tools and data, pay per call", and the source is public at github.com/superdesigndev/treg, maintained by Jason at superdesign.dev. One of treg's own marketing frames, visible at 0:12 in this clip, carries the sample prompt "Use treg to look up linkedin.com/in/jasonzhoudesign", which points at the same person. Anyone searching "Treg" after watching this will land on regulatory T cells before they land on the API proxy.

The mechanism matters more than the name. Treg is a credential-holding relay: it makes the upstream call on its own key and returns the result, so the agent never holds a provider credential. The README describes the proxy as one that "relays, never models the upstream, and injects auth server-side", and notes that "your own key always wins over treg's, and those calls are never metered". The speaker's phrase "it hooks into your Claude or your Codex" is literally what happens. treg.to/agents/claude instructs you to paste set up treg plus the URL https://treg.to/llms.txt into the chat and let the agent configure itself.

The per-call cost panel reconciles exactly against treg's published catalog

The "6 matching vendors" panel at 0:20 is the one set of numbers in this video that survives a line-by-line check. Against treg.to/catalog/people, which prices 262 people endpoints individually:

Exa: the panel shows $0.007, the catalog lists exa.people.search at "$0.007/call". Exa bills roughly $7 per 1,000 search requests returning up to 10 results, so one call covers the panel's 10-result basket.
Fiber AI: panel $0.20, catalog fiber-ai.people.search at "$0.02/result". Ten results, $0.20.
LeadMagic: panel $0.25, catalog leadmagic.people.search at "$0.025/result". Ten results, $0.25.
Diffbot: panel $0.299, catalog diffbot.people.search at "$0.0299/result". Ten results, $0.299.
People Data Labs: panel $3.80, catalog pdl.people.search at "$0.38/success". Ten results, $3.80.
Aviato: panel $0.0025 and the "Lowest cost" tag, catalog aviato.people.search at "$0.0025/success", confirmed on treg.to/tools/aviato.

Four of the six are the per-result catalog price multiplied by ten. Exa and Aviato are per-call prices that are not multiplied, because one call returns the whole set. The header says "Est. cost · 10 results" for all six, so the arithmetic basis shifts between rows even though the ranking by cost-to-fill-ten-rows stays honest. The 1,520x spread between Aviato and People Data Labs for the same job is the real finding, and it is the strongest argument in the video.

The speaker's "pennies, fractions of pennies" is also defensible. treg.to/people-search prices the routed people.email.find endpoint "from $0.0089", with Tomba as the cheapest provider on the catalog, email.verify at "$0.003 / check", and people.enrich "from $0.028". The in-demo receipt of "Found 129 matching profiles for $0.37" works out to about $0.0029 per profile, which is in the same band.

The monthly-plan slide mixes annual and month-to-month rates, and the Clay figure is out of date

The strikethrough slide is the weakest evidence in the video, and treg's own footnote concedes it: "Illustrative monthly plans · Costs vary by provider and usage." Checking the figures against vendor pricing pages:

Hunter $34/mo is the annual-billing Starter rate. hunter.io/pricing lists Starter at $49/month month-to-month and $34/month on an annual plan billed $408/year.
Apollo $59/mo is the month-to-month per-seat Basic rate. Apollo's own pricing page did not render plan prices to a fetch; secondary reporting puts Basic at $49/user/month annual and $59/user/month monthly.
Crunchbase $99/mo is also a month-to-month rate; aggregators list Crunchbase Pro at $99/month monthly and $49/month annual. Crunchbase's own pricing page did not render figures to a fetch either.
Tomba $89/mo is correct. tomba.io/pricing lists Growth at $89/month with 10,000 credits.
Findymail $99/mo is correct. findymail.com/pricing lists Starter at $99/month.
CompanyEnrich $49/mo is correct. companyenrich.com/pricing lists Starter at $49/month.
Lusha $49/mo is rounded down. lusha.com/pricing lists Starter at $49.90/month month-to-month and $37.45/month annual.
Clay $149/mo does not match any current Clay plan. clay.com/pricing lists Launch at $167/month monthly and $150/month annual, with Growth at $446 and $401. The $149 figure is a retired price.

Putting a 30 percent annual discount (Hunter) next to an undiscounted monthly rate (Apollo, Crunchbase) in the same column inflates the apparent spread. The underlying point stands anyway: a usage-metered proxy with no seat fee beats a $59 seat for someone enriching a few hundred rows a month. The slide just does not need to shuffle billing terms to make it.

Treg does not send email, so "run your own automated outbound email campaigns straight from Treg" is a step too far

At 0:33 the speaker says this "basically lets you run your own automated outbound email campaigns straight from Treg." Treg's catalog does not support that. treg.to/catalog breaks the registry into eleven categories: Social (1,299 endpoints), SEO/AEO (497), Enrichment (461), Advertising (309), AI generation (184), E-commerce (99), Market data (71), Reviews and Apps (71), Community (16), Developer (10) and Research and public data (5). There is no sending category, no sequencer, and no Instantly, Smartlead, Resend, SendGrid or Mailgun endpoint. Treg's own lead-enrichment page frames the product as the step before sending: "Stop paying for bounces. Verify every address before it enters the sequence." The word "sequence" there refers to a tool you already run.

The closest treg gets is drafting. treg.to/grokbot describes an agent that fills a sheet and writes outreach copy, then stops: "Eight drafts, ready for review. You hit send." An agent with the treg plugin installed can draft and can call a sending API you wire up yourself, but treg is not the sender and holds no mailbox. The accurate version of the claim is that treg supplies verified addresses and per-contact context to whatever campaign tool you already operate.

Everything shown filling in is explicitly labeled demo data

The video cuts between three recordings that treg itself marks as synthetic. The Google Sheets view carries a "DEMO DATA" badge in the corner. The ten-row contact table is footnoted "Demo identities · simulated enrichment · phone digits masked", and the names bear that out: Ava Morgan at Northstar Labs, Maya Chen at JuniperStack and Oliver Shah at Silverline are placeholder identities at placeholder companies. The per-row chips showing "Verifying · LeadMagic" and "Next · Tomba" animate a waterfall; they are not evidence that a waterfall ran. The one real-looking input in the whole clip is the pair of names typed into the Arena, Patrick Collison against stripe.com and Dharmesh Shah, and the video cuts away before either returns a result.

That matters because the speaker's strongest personal claim rides on it. "Most of my emails have landed in an inbox, very little bounces" is an unsourced first-person anecdote with no screenshot of a sent folder, a bounce rate, or a provider report. Inbox placement is a function of sending domain reputation, warmup, volume and content, none of which a data vendor controls. A verified address prevents a hard bounce. It does not place mail in a primary tab.

The surrounding stack dates the clip precisely

Two details pin the recording to a narrow window. The Codex composer reads "GPT-6 Astra High", and GPT-6 Astra was released by OpenAI in early September 2026 and made available on Codex CLI, the Codex IDE extension and Codex Cloud. The pane itself is the Codex plugins surface, subtitled "Work with Codex across your favorite tools". So the demo was captured on current tooling within about a month of the 2026-10-05 post.

The endpoint count in the plugin subtitle is a moving target. The row reads "Call 2,?00 APIs without keys" with the cursor over a digit. Treg's own pages disagree with each other on the number: the homepage says "3,800+ endpoints · 109 providers", the Claude agent page says "3,397 endpoints · 94 platforms", and the eleven catalog categories sum to 3,022. Cached search results from earlier crawls show "2,875 APIs across 84 platforms". The registry is growing fast enough that any screenshotted count is stale on arrival, so the figure in this video should not be quoted as current.

Two smaller notes. The post title reads "Use this to app if you need to email Zuck", which is a typo for "Use this app", and Mark Zuckerberg appears nowhere in the video; the demo targets Patrick Collison and Dharmesh Shah. And the disclosure at 0:36, which Whisper renders as "I'm not an investor, which I was", is audibly "I'm not an investor, wish I was". Read either way, it is a disclaimer that he holds no position, not a disclosure of one.

Key Takeaways

Verified: Treg is a real product at treg.to, a credential-holding API proxy whose source is public at github.com/superdesigndev/treg and which installs into Claude and Codex as described in the video.
Verified: All six per-call figures in the vendor panel match treg's published catalog. Exa $0.007/call, Fiber AI $0.02/result, LeadMagic $0.025/result, Aviato $0.0025/success, Diffbot $0.0299/result and People Data Labs $0.38/success, per treg.to/catalog/people.
Verified: "Pennies, fractions of pennies" holds. Routed people.email.find starts at $0.0089 and email.verify costs $0.003 per check, per treg.to/people-search.
Correction: Treg does not run outbound email campaigns. Its catalog has no email-sending or sequencing category, and its own outreach page ends at drafts with "You hit send." The speaker's claim at 0:33 overstates the product.
Correction: The $149/mo Clay figure on the comparison slide is retired. Clay's current entry plan is Launch at $167/month monthly or $150/month annual, per clay.com/pricing.
Partial correction: The comparison slide mixes billing terms. Hunter's $34 is an annual rate (monthly is $49) while Apollo's $59 and Crunchbase's $99 are month-to-month rates (annual are $49 each), which widens the apparent gap. Lusha's $49 is rounded from $49.90.
Partial correction: The vendor panel labels every row "Est. cost · 10 results", but Exa's $0.007 and Aviato's $0.0025 are single-call prices while the other four are the per-result price times ten.
Context: Every filled-in result in the clip is labeled demo data by treg itself, including a "DEMO DATA" badge and the footnote "Demo identities · simulated enrichment · phone digits masked". The video does not show a live lookup completing.
Unverified: "Most of my emails have landed in an inbox, very little bounces" is a first-person anecdote with no supporting artifact. Inbox placement depends on sending infrastructure, which treg does not provide.
Unverified: The handle @ckmckelvy matches a LinkedIn profile for a Christopher McKelvy at K. Ventures, and the cap in the video carries a script "K", but I found no first-party confirmation tying the account to that person. The video self-identifies only as "Chris".
Context: The Codex model selector reads "GPT-6 Astra High", dating the screen capture to after OpenAI's early-September 2026 release of that model, roughly a month before the 2026-10-05 post.
Context: Treg's own pages report three different endpoint counts (3,800+, 3,397, and 3,022 summed across catalog categories). Do not quote the number shown in the plugin row as current.

Resources

treg.to. The product landing page, source of the "OpenRouter for agent tools and data, pay per call" tagline, the "3,800+ endpoints · 109 providers" count and the zero-markup pricing claim.
treg.to/catalog. The full category breakdown establishing that treg has no email-sending, sequencing or campaign category.
treg.to/catalog/people. Per-endpoint prices for Exa, Aviato, LeadMagic, Diffbot, People Data Labs, Fiber AI, Tomba, Hunter, Apollo, Findymail, Datagma, Kitt and Icypeas, which the video's vendor panel reconciles against.
treg.to/people-search. Source of the routed people.email.find price "from $0.0089", email.verify at "$0.003 / check" and the "1B+ contacts" claim shown on screen.
treg.to/enrich-arena. The Arena page shown at 0:12 to 0:18, confirming the Waterfall and Battle modes and the cheapest-first stop-at-first-hit behavior.
treg.to/agents/claude. The Claude install path and the "3,397 endpoints · 94 platforms" count that conflicts with the homepage figure.
treg.to/use-cases/lead-enrichment-for-ai-agents. Establishes that treg's role ends at verification, before an address "enters the sequence".
treg.to/grokbot. Establishes that treg's outreach workflow produces drafts for human approval rather than sending.
github.com/superdesigndev/treg. The source repository, maintainer identity, and the description of the server-side credential injection model.
hunter.io/pricing. Hunter Starter at $49/month monthly and $34/month annual, showing the comparison slide used the annual rate.
clay.com/pricing. Clay Launch at $167/month monthly and $150/month annual, contradicting the slide's $149/mo.
lusha.com/pricing. Lusha Starter at $49.90/month monthly and $37.45/month annual.
tomba.io/pricing. Tomba Growth at $89/month, matching the slide.
findymail.com/pricing. Findymail Starter at $99/month, matching the slide.
companyenrich.com/pricing. CompanyEnrich Starter at $49/month, matching the slide.
treg.to/tools/aviato. Aviato's people.search at $0.0025/success, confirming the "Lowest cost" tag in the vendor panel.
treg.to/tools/leadmagic. LeadMagic's people.search at $0.025/result, and the warning that contact details add credits per email and per mobile.