Mar 4, 2025 · 57m · the-pitch
#126 Handle: The Uncut Pitch
Chase Robbins · 28m spoken Josh Muccio · 5m spoken Elizabeth Yin · 5m spoken Paige Finn Doherty · 3m spoken Mark Phillips · 2m spoken Neal Bloom · 2m spoken Charles Hudson · 1m spoken
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gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
In this uncut Season 10 finale of The Pitch, founder Chase Robbins presents Handle, a collegiate dark-store delivery startup, navigating rigorous investor scrutiny on unit economics, valuation, and student workforce logistics to secure angel backing.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Josh holds 12.9% of the talking time here. How this is scored →
Josh as informed peer 4.9 Guest teaching 4.5 Guest disagreement 1.4 Josh pushing back 3.4
speaking balance: gold is Josh, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 31:14 Chase Robbins rejects valuation flexibility
When Paige Finn Doherty inquires whether the $15M valuation cap is negotiable, Chase firmly rejects lowering the price, stating he has verbal interest from two lead funds and zero incentive to discount.
Hardest push from Josh ▶ 31:07 Investors challenge $15M valuation against $1.2M GMVNeil Bloom and Elizabeth Yin directly challenge the $15M valuation relative to top-line GMV, pressing whether term sheets have actually been formalized.
Biggest teaching moment ▶ 12:40 Chase Robbins corrects Mark Phillips on TAM mathWhen Mark Phillips mistakenly calculates 500 universities at $2M per year as a $100M TAM, Chase and the panel immediately correct him that the product equals $1 billion.
Josh holds their own ▶ 38:24 Elizabeth Yin delivers operational warnings on scaling multi-campus teamsElizabeth leverages her domain background backing Envoy Now to advise Chase on the perils of rapid multi-campus scaling without on-site 360 operational reviews.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Josh as informed peer | Guest teaching | Guest disagreement | Josh pushing back | Why |
|---|---|---|---|---|---|---|
| Chase Robbins Delivers the Handle Pitch | 5 | 4 | 1 | 3 | Chase delivers a clear pitch on Handle's micro-fulfillment model and unit economics. The investors probe into customer acquisition costs, delivery fees, and comparisons to failed quick-commerce startups like GoPuff. | |
| Campus Moat, Envoy Now Comparison, and Market Sizing | 6 | 6 | 2 | 4 | Elizabeth shares historical insights from backing Envoy Now, while Chase explains the campus network flywheel. Chase also corrects Mark Phillips on TAM math calculation. | |
| Founder Motivation, Tech Stack, and GM Compensation | 5 | 5 | 1 | 3 | Investors examine founder drive, the proprietary software stack, and general manager recruitment. Chase outlines how store-level P&L bonuses motivate student and recent-grad managers. | |
| Dark Store Real Estate, Speed Lever, and Safety Factors | 5 | 5 | 1 | 3 | Chase details dark store real estate selection and student ID night access as an operational moat. The panel probes whether speed is critical compared to peer trust. | |
| SKU Analytics, Customer Experiments, and Autonomous Delivery | 5 | 6 | 1 | 2 | Chase shares granular data on SKU performance and onboarding conversion experiments. He explains why human delivery couriers remain cheaper and more reliable than sidewalk delivery robots. | |
| Overcoming Turnover, GM Retention, and Operational Automation | 5 | 5 | 1 | 3 | Elizabeth queries GM turnover and aging out of the demographic. Chase highlights software automation for scheduling and inventory management that reduces GM workload to 30 hours weekly. | |
| Cap Table, Valuation Negotiation, and Financial Breakdown | 6 | 4 | 3 | 6 | Investors push back firmly on a 15 million pre-money valuation against a 1.2 million run rate. Chase holds his ground, citing verbal interest from institutional leads and breaking down gross margin economics. | |
| Investor Decisions and Angel Check Commitments | 7 | 5 | 2 | 5 | The venture funds pass due to fund constraints and high valuation, but Elizabeth and Paige offer personal angel checks. Chase explains demand-forecasted shift scheduling and key operational differences from Envoy Now. | |
| Post-Pitch Panel Debrief with Josh Muccio | 6 | 4 | 2 | 5 | Josh Muccio debriefs with the investor panel, questioning why they passed on a cash-generative business. Elizabeth and Paige emphasize operational optimization and GM retention over rapid multi-campus expansion. | |
| Post-Pitch Update: Insurance Crisis and Founder Philosophy | 4 | 5 | 1 | 3 | In a post-pitch follow-up, Chase recounts navigating a sudden 10x insurance crisis caused by gig-economy labor rulings. He details turning down an acquisition offer and balancing 20 credit hours with founder duties. | |
| Season 10 Farewell, Live Event Announcement, and Disclaimer | 0 | 0 | 0 | 0 | Season finale wrap-up, event announcements, and standard legal disclaimer monologue. |
Statements from this episode (34)
Handle reports $17 average ticket and $4 net contribution margin per order
“Handle builds vertically integrated dark stores adjacent to college campuses. We deliver a curated set of 700 SKUs to students on and off campus in an average of 12 minutes, And we deliver them profitably. Our average ticket is 17 dollars, and we net four doll…”
Robbins: Handle is raising a $3M seed round
“We're here because we're raising a three million dollar seed round.”
Robbins: Handle stores generate more revenue and higher margins than typical 7-Elevens
“Our stores generate more revenue and a higher margin than a typical seven 11.”
Robbins: Handle's USC store generates $10,000 per month in profit
“Our stores, we've actually brought our first two locations to cashflow positivity. So our flagship market USC is producing 10,000 dollars per month in profit.”
Robbins: Handle's customer acquisition cost is under one dollar
“So our customer acquisition cost is actually under a dollar.”
Robbins: Handle raised $1M pre-seed at a $7.5M post-money cap in 2022
“We've raised, ah, so in twenty-twenty-two, early twenty-twenty-two, we raised a one million dollar pre-seed round, mainly from Angels. That was a safe note at a 7.5 million dollar plus money cap”
Robbins: Handle burns less than $10,000 per month
“So our burn rate is generally less than 10,000 dollars a month.”
Yin: Enclosed college campus density makes delivery unit economics easier
“The funny thing about college campuses is it's very enclosed as a community, and I think that's an insight I didn't have years ago. But it makes the unit economics easier because everything is happening in this dense area, right?”
Robbins: Handle sees direct correlation between hiring couriers and customer signups
“Our delivery couriers, we intentionally overstaff because they turn into brand ambassadors, and then they go in and bring their own community inside the school onto the platform. And we've seen the data and the direct correlation between hiring new employees a…”
Robbins: Mature Handle stores will generate $2M in revenue and $500K profit
“There are 500 universities in the U.S. Where, that we've identified are viable markets for this, and if you just do the napkin math, our average store at maturity is going to be doing two million a year, so it's a billion in revenue, and then it's about 25% of…”
Robbins: Built all Handle tech including apps and internal dashboards
“I actually built all of our tech so I'm kind of a software engineer by trade, but yeah, so we have, Application for our couriers. We have an application for our customers, and then we have internal kind of administrative dashboards, order management software, …”
Handle introduces GM compensation tied directly to store-level net income
“We have recently rolled out a new comp structure where they're actually being held accountable to the store level PNLs. So they're able to kind of define their earnings. By what the net income of is, what the net income of their store is based on the percentag…”
Robbins: DoorDash couriers cannot access USC campus after 10 p.m.
“So if I'm a USC student, after 10 p.m., I actually can't get a DoorDash delivery, even to the building I'm in, much less my door. Because we're using students, they have student IDs, they can get in at any time, and we're able to deliver the best customer expe…”
Robbins: Two Funds Are Interested in Leading Handle's Funding Round
“We have two funds that are interested in leading the round, so I'm optimistic that we'll close the round at this point.”
Robbins: Delivery Times Over 20 Minutes Reduce Handle's Customer Retention
“We've done some testing, and we've done analysis around, you know, delivery times and return rates for customers, and right now we see that if we get above 20 into the 25, 30 minute range, we do see a reduction in returning customers”
Chase Robbins: 50% of Handle add-to-carts come from top five category items
“50% of our add to carts come from the first five products in any given category.”
Chase Robbins: Handle converts about 50% of signups into first orders
“Right now, our customers, we have about a 50% conversion from signing up for the app and placing their first order”
Robbins: Handle couriers batch six to seven orders per trip on hourly pay
“Every time they leave the warehouse, they're generally taking six to seven orders. That's where we really, because we pay them hourly, we're not paying them per delivery.”
Robbins: Handle's Oregon GM turned down Big Four consulting offers
“He came to us when he was a student and loved the business so much, you know, we gave him a little bit of equity compensation and then we put this new compensation structure in place and he passed up, you know, big four consulting jobs to stay and run this loc…”
Robbins: Handle raised $1.1M on SAFEs and he owns roughly 80%
“So like I said, we raised 1.1 million in safe notes. Those are at a 7.5 million dollar cap. So, you know, those technically haven't converted yet. We haven't sold any priced shares. I currently own roughly 80% of the company.”
Robbins: Handle plans to launch 11 locations over the next 18 months
“Right now, our plan is to launch 11 locations over the next 18 months.”
Robbins: Opening a Handle store costs $60K upfront and $60K in burn to break even
“To give you an idea of opening a location, it's roughly 60 K in upfront investment to get the licenses, build out the store, purchase the inventory, and then it's roughly 60 K burn over the first kind of six to seven months to bring that store to break even.”
Robbins: Handle achieved $1.2M in cumulative sales with a 25% gross margin
“So we've done, to date, we've done 1.2 million in top line sales. On that, we've spent roughly 600,000 on inventory sold. That's, like, our cogs. And then when you add in the pick pack delivery labor, that's about 20%, and the rest is take for us... 25% of 1.2…”
Yin passes for Hustle Fund but considers personal angel check
“So from the perspective of the fund, we'll be out, but I think, you know, given where you are with your fundraise, if you end up, you know, raising a price round or whatever this is with those funds, I would love to see if I might be able to write a very, very…”
Hudson: Handle is going to be super successful with hyperlocal model
“Really impressive articulation of the business, and I think you're doing everything you can to maximize the hyperlocal nature of the business, and I think it's going to be super successful.”
Robbins: Handle uses part-time W-2 employee labor for deliveries
“One significant advantage that I see is that we're actually using W-II labor, even though it's part-time.”
Phillips: Handle will grow with or without outside capital infusion
“I mean, the business strikes me as one that capital infusion is great, but it will, you've got something here, right? And it will grow with or without that capital infusion, and I think the hyperlocal nature of it, and not growing too fast, Is actually what's …”
Yin: Handle should optimize existing campuses before expanding footprint
“Yeah, he's better off optimizing the campuses he has, and really, you know, making them very cash efficient, huge revenue generators before moving on to the next campus, but I feel like so many investors are fixated on, let's expand all these campuses.”
Robbins: Handle's delivery insurance costs spiked tenfold after regulatory changes
“Essentially, right after we recorded, literally in the days following, there's a big regulatory change that happens in our industry, and overnight, our insurance costs 10 X's.”
Robbins: Handle received an acqui-hire offer during insurance disruption
“This looked really scary the first two weeks, and in the middle of all of this tumultuous period, we get an acquisition offer as well.”
Robbins: Most businesses currently fundraising probably shouldn't raise capital
“I actually think most people probably shouldn't fundraise. I think most businesses that are fundraising probably shouldn't fundraise.”