Amanda Zhu LinkedIn Post — Native HTML Reconstruction
Amanda Zhu
Amanda Zhu · 1st
The API for meeting recording | Co-founder at Recall.ai
Visit my website
1d · 🌐
•••
THE POST-CALL LAYER
I'm tired of people oversimplifying enterprise sales. Here's every step of a $1.3M deal that took 369 days to close. day 1: they signed up self-serve. day 2: we got on a call. Agreed to a PoC. day 9: check-in call. Things are going well. day 15: ghosted. day 22: ghosted. day 33: hard no. day 34: have a post-mortem call with our champion. Ask where it fell apart. Ask what we could have done differently. Write everything down. day 184: run into previous champion at a investor happy hour. She introduces us to a new contact at the company. We find out the problem still hasn't been solved. A formal follow-up meeting is set. day 195: we're introduced to the engineering team and testing commences. day 210: in parallel, introductions to executive, product, and engineering teams begin. they evaluate two things: company viability and business continuity. day 211: account map created. day 215: flew out to meet CTO in-person. day 241: security looped in. Technical requirements discussions begin. day 258: account map torn up. New champion identified. day 271: technical requirements confirmed. day 280: legal and compliance looped in. Executive meetings continue. Back-channel conversations continue. day 295: account map rebuilt. day 301: technical requirements changes. Meeting with engineering leadership to remap everything we'd agreed on. day 302: commercial model changes with it. day 310: pricing negotiations begin. Back channel to executives continue. day 340: price finalized. day 363: legal finalized. day 369: signed. The only reason this deal closed is because on day 34, when it was dead, we asked what went wrong. Everything after that came from that one call.

Invoice

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Date due   February 14, 2026
recall
$1,357,000.00 USD due February 14, 2026
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Description
Qty
Unit price
Amount
Recall.ai Annual
1
$1,357,000.00
$1,357,000.00
Subtotal$1,357,000.00
Total$1,357,000.00
Amount due$1,357,000.00 USD
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112 comments · 25 reposts
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MP
Maxime Pollet· You 1d•••
Founder @Deal Drive — Deals are decided when you're not in th...

Amanda Zhu This hits.
The deal doesn’t really move forward. it keeps getting reshaped internally.
That day 34 moment is rare. You chose to understand instead of moving on.
I’ve been digging into that phase a lot lately, trying to keep that clarity after the call.
Curious how you approach it now?

LikeReply512 impressions
TG
Todd Gould· 2nd 1d•••
Founder | Inventor | Stanford Graduate School of Business Alum...

When you are at an industry leading company, giving the customer time to try to implement other software and find the failure modes is one of the most perverse steps in Enterprise selling. My perspective has always been to transition to consulting mode, be there to help them and when they hit the brick wall you saw, be there to catch them and get them where they need to go.

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John Pullen· 3rd+ 1d•••
Making the world more secure and safer for all with our AI-drive...

I personally believe agreeing to a POC on day 2 significantly increased the deal length. Did you understand the success criteria and scope? What about their metrics and decisioning process? Is it normal for you to commit so many resources to that process without having an idea of what the next 90 days would entail?

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Adam Luff· 2nd 1d•••
Solutions Consulting and GTM are my life's work.

Darren Jones yeah. Lack of commitment.

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EW
Eyal Worthalter· 2nd 1d•••
Security Sales @ Marvell | Cybersecurity Ecosystem Builder

I’m extremely happy that you’ve documented how long this took and the steps you took to revive this.

1yr + is the new normal.

LikeReply14
Russell Coleman
REMAPPED
Russell Coleman· 3rd+ 1d•••
GTM @ Stainless - turning your technology into a thriving ecosy...

“Day 258 - account map torn up

This is how you know it’s enterprise sales, and why enterprise sellers are paid a premium. Can your personal sanity and internal stakeholder management survive a champion departure?

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RK
Rachit Kataria· 2nd 1d•••
Co-Founder @ Centralize (YC W24)

100%

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Trevor Lee· 2nd 1d•••
Co-Founder and CEO at Myko AI - Helping Teams Use Voice To ...

If you hadn't run into the champion at a Happy Hour. Did you think you were going to have another crack getting into the account anytime soon based on the feedback they gave you? This is also incredibly valuable so thats for putting it out there

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Elazar Gilad· 3rd+ 1d•••
Operations & Growth Executive | AI-Driven Business Intelli...

Trevor Lee No

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Sonny Tai· 2nd 1d•••
USMC Veteran | 2nd time AI Founder

never closed a deal this big (our biggest was around 800K) but I've definitely been through this workflow multiple times

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MV
Matthew Vangelisti, MBA· 2nd 1d•••
Enterprise Sales - Banking & F500 AI API SaaS Solutions

Glad you won this huge deal Amanda. There are actually 5 defined steps to becoming an approved vendor at a big Bank. And then 10-12 steps to get a solution bought and installed. You cover quite a few of them in this post. And whether your sale can follow them rigidly or it becomes more ad hoc like the experience you shared.

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Matthew Garrett· 3rd+ 1d•••
B2B Cybersecurity & Technology Marketing Executive

I was interviewing for a marketing leadership role with a CEO for a compliance growth company and a big focus for them to scale was moving into enterprise. Obviously a big part of the role was how the ABM would a part of the growth strategy.

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Matt Stocking· 2nd 1d•••
Strategic Account Executive, Financial Services at Tableau, a Sa...

Wow! We should talk! That deal could have been done much faster and likely been much bigger. Happy to help.

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IH
Isaac Hong· 2nd 1d•••
Founding Team @ Hyperbound (YC S23)

I feel seen and heard!

LikeReply2
CB
Chris Balt· 3rd+ 1d•••
Chief Product Officer | Ex-Microsoft, DocuSign | AI, Product, ...

As someone who’s been on the purchasing side of deals that worked out like this, I can’t help but wonder if the vendor just thinks we’ve lost our minds!

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CM
Cliff McElroy· 2nd 1d•••
Owner/President Datec Inc./ Angel Investor

I don't know how true this is. But I wanna believe every moment of it

LikeReply1
MW
Mike Wang· 2nd 1d•••
Co-founder @ Avina, GTM agents to find and reach your ICP

huge!! congrats on the deal. Curious if you think there were any internal/external signs between day 34 and 184 that could have revealed they were still facing the problem?

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VG
Vishakha Gupta· 3rd+ 1d•••
Enterprise scale knowledge, memory, and cognition for...

This is so true. Timing, right messaging, good team experience, and most importantly, a good champion who helps you get those other things right as well!

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Rajiv Saxena· 2nd 1d•••
Founder & CEO @ OnePgr | Helping GTM leaders simplify outre...

Hi Amanda Zhu — this is one of the most honest sales artifact I've read in a while. The day-34 detail is the whole post. One judgment call saved the deal; everything before and after was execution.

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MS
Mike Souvankaylop· 2nd 1d•••
IT Advisor/400G Ethernet, DIA, WAVE, Voice solutions

By conducting a post mortem, you didn't just get feedback you kept the relationship on life support.

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MS
Mildred Shao· 3rd+ 1d•••
Processes, Change Management & AI

As a RevOps person who work closely with Sales team day in and day out, supporting sales strategy with my analysis, these are the kinds of things we see and hear in our forecast calls! 👏

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KB
Karl Baron· 2nd 1d•••
Founder, EightTwentyLabs | Eliminating Strategic Confusion in ...

Amanda Zhu - very interesting post, 1: Great focus on understanding and aligning with your client- even when it’s not gone your way. 2: Having the grit and determination to uncover the real champion and value needed.

LikeReply1
KK
Kenneth Karl Parkja· 2nd 1d•••
Head of Sales & Marketing @ Ship.com

That's the reality. And reconnecting can happen in the most random of ways. Long sales cycles are a chore to get through but so rewarding at the end 👏

LikeReply1
Laurie Leigh
HIDDEN POWER
Laurie Leigh· 3rd+ 1d•••
Managing Director, Cybersecurity at Agio (Retired)

Would not want to question anything here, but just to add that when I was most blindsided in large deals was when I misunderstood who the real decision-makers were. A champion can only do so much but the most important thing they can do is be completely transparent about who the decision makers really are.

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IL
Istvan Lorincz· 2nd 1d•••
Co-founder @ Internode

what a great post! I'd say your posts are in the top 0.1% here... they actually provide value.
I'd love to see how you do the account maps. Any way you can share your process or an abstract example?

LikeReply1
PB
Paul Breuler· 2nd 1d•••
Founder, BaseState | Building Alder, the AI-native operating sys...

Don't stop follow-up unless you get that hard stop conversation. In enterprise all kinds of things can stall a deal. So many times it's simply a re-org and the new person had no idea about a PoC because it went down the stack and never came back up. Follow-up, engage, don't get discouraged even after 99 calls of so!

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Randall Tolerton· 3rd+ 1d•••
Sales Leader | Two Decades Enterprise Safety AI & ML

I still find this over simplified

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DS
Devwrat Singh· 2nd 1d•••
Building - ShortVids | ShortM

One of my most inspiring thread to read.

have an deal worth 600K$ and i think i need to flew to the place

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PD
Patrick Despres-Gallagher· 2nd 1d•••
advising, investing

hardcore

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FV
Farrux Valijonov· 3rd+ 1d•••
Revenue Infrastructure Engineer

1 year?! That's insane

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SS
Subramanian Suganaraj· 2nd 1d•••
CoFounder

Thanks for sharing Amanda

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AS
Amy Senew· 2nd 1d•••
Global CRO | Scaling SaaS & Enterprise Software

I love this summary and good for you. Perseverance. Getting feedback. Reps cannot be afraid of rejection; it’s part of the job.

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CD
Carlos Diaz Edwards· 3rd+ 1d•••
business development, Tax Technology

Wait Claude didn’t close the deal for you?

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HK
Hirsch Keshav· 2nd 1d•••
Fintech AI Product Leader & Full-stack Builder | $23M...

never get to see this behind-the-scenes detail, at this level. thank you for sharing it. so post-mortem is key

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EV
Eloy V.· 2nd 1d•••
Project Operations and Product Management Consultant

Curious. Are there standard phases to the process after that post mortem? Because that specific part of the pipeline may have saved the deal, but how did you integrate this use case for future deals?

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NC
Nathan Corliss· 3rd+ 1d•••
Marketing at Replyfy

As a b2b SaaS marketer this speaks to my soul, Amanda.

You could take it a step further, why did they self serve in the first place? Maybe saw one of your viral posts? Came across a Reddit comment? Heard about Recall from a colleague?

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KK
Karim Kuperhause· 2nd 1d•••
I curate EdTech

Sounds like every single EdTech deal 😅

LikeReply
RT
Rob Tyrie· 2nd 1d•••
I help verticalize software companies fast

Damir Bulic the real deal.

LikeReply2 replies
AS
Abhishek Syal· 3rd+ 1d•••
Strategic operator and AI builder

What were the learnings?

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MG
Mike G.· 2nd 1d•••
Driving Business Impact

Amanda gr8 story, thank you for sharing the details. In my experience I also have revived dead/lost deals. Your examination of the milestones should be a guide for AEs on the gating, hills, troughs that happen in 7 figure deals

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EB
Ephraim Bismuth· 2nd 1d•••
AI Decision Intelligence

And if it was an outbound lead you could add up 40 calls 7 people 30 emails and 10 LinkedIn messages over 3–6 months just to get the right lead potentially ;)

Enterprise Sales require a rare combination of impatience and patience.

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CM
Carla Macciocu· 3rd+ 1d•••
Sales Enablement for SaaS

I love this!! That's what enterprise is. If you're able to measure the numbers of emails during the process your brain is going to explode 😅

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Muhammad Ghithrif, CFA.· 2nd 1d•••
Helping startups and investors make smarter financial decisions

In my opinion, enterprise sales comes from trust. Even if they ghosted you, then if the pain becomes apparent and they trust your services then they will come. Btw nice to hear this Amanda!

LikeReply
AG
Andreea Georgescu· 2nd 1d•••
Founder & CEO @ AlienGiraffe

Absolutely, I actually heard people say that if they don't sign in a week or two, it means they don't have the need. Insane!

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AR
Alex R.· 3rd+ 1d•••
Building advantages with Data&AI

linkedin becoming more and more slop.

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MS
Matthew Sibley· 2nd 1d•••
A bad system will beat a good person every time.

This, a million times, this. Thanks mapping this out.

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VM
Valerio Mulas· 2nd 1d•••
Co-Founder & CTO

I thought it was an Anthropic invoice.

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RS
Rafael S.· 3rd+ 1d•••
GTM @ Cline

This. I saw a recent post on LI recommending that C-level and sales leaders share all the emails in connection with a purchase they made internally just to show their reps the seemingly random walk of a sale.

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Michael Sterling
INVISIBLE MOTION
Michael Sterling· 2nd 1d•••
Founder, APAC B2B and MSM

That is insane but I am so glad you posted it because lately linkedin feed has been all about 'AI does all of my sales by itself'. So many steps and touchpoints happen during a sale and a lot of them are not even visible to sellers

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GF
Georgi Furnadzhiev· 2nd 1d•••
Real-time signal infra for agents & platforms

That's exactly what I needed! Thanks for the reminder and kudos for the HUGE deal

LikeReply
Lucio Amorim
DECISION SIGNAL
Lucio Amorim· 3rd+ 1d•••
Lovable Ambassador

The post-mortem in Day 34 is the actual enterprise sales lesson: it didn’t “keep the relationship warm”, it was your first honest data point. Most teams fly blind, guessing the buyers decision architecture — treating the first or second “NO” as the end of a pipeline.

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Mike Savoff· 2nd 1d•••
B2B Product Marketing

I thought day 258 would be the worst, then got to day 301.

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Alex Brower· 2nd 1d•••
CEO & Co-Founder @QFlow.ai

Amanda Zhu Between day 34 post-mortem and the day 184 random investor run-in, I hope your team wasn't dragging the deal's close date out quarter-by-quarter, over and over. This is the type of prediction that can and should be productized now. Congrats on the win!

LikeReply
Luis C.
INTERNAL RESET
Luis C.· 3rd+ 1d•••
Helping B2B founders build sales that scale

What you outlined is enterprise opportunities, where at times champions and key decisions makers change or there’s internal reorganization, which leads to starting from scratch. Congrats and continued success!

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IB
Illia Barvinok· 2nd 1d•••
AI Product Manager. AI adoption for enterprise.

What went wrong
Noted

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EK
Evan Kelsay· 2nd 1d•••
Let Sellers Sell

Day 34 is where most reps write the obituary, Amanda Zhu. You wrote the autopsy report. That's the difference.

But here's what bugs me about this story: 369 days, three account maps, two champions, and a commercial model that shifted.

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VJ
Varun Jain· 3rd+ 1d•••
Building ComplyJet

Love how detailed this is. The "hard no" post-mortem is underrated. That single honest call has bailed me out of dead deals more times than I can count.

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JC
Justin Cheu· 2nd 1d•••
Co-Founder @ SalesDuo

taking notes on your exact enterprise flow! thanks for the sharing🙂

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MI
Matteo Isenburg· 2nd 1d•••
GTM @ AWS | AI & Startups

This is refreshing

LikeReply
GM
Goran Maurac· 3rd+ 1d•••
Let’s Turn SEM into TOP 3 Channels

Timing (first 3-12 months of a newly promoted stakeholder), stressing out that costs of non-action are higher than fear/stress/costs of CHANGE is more important than pain points. Was in a champion role - took me 9 months to sell it internally.

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KB
Kash Badami· 2nd 1d•••
Founder, Federal Ready Intelligence

Congrats on the deal Amanda Zhu and thanks for sharing the journey. Every enterprise deal is a snowflake. There are a ton of patterns. But identifying which one is active is hard work. Well done. I am curious, what was the reason for the deal dying in the initial month?

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PM
Philipp Maier· 2nd 1d•••
Make ideal buyers call you first

Amanda Zhu what went wrong went wrong in the first 34 days?

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AO
Amy Ospital· 3rd+ 1d•••
Founder & CEO @ The Network 101

When I was selling Red Hat I ran into a HUGE casino company in Vegas. They had bought $5M in Automation SaaS, but had never installed it or used it & they were up for renewal in 6 months!! They came to a training I was doing to learn how to use it. SMH 🤦‍♀️

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JD
Jason Daniels· 2nd 1d•••
Applied AI Strategy | Global Sales Leader

Amanda Zhu Love this timeline... but you forgot the part where this deal quietly gave you your first of many gray hairs somewhere around day 184.

And by day 369, the contract’s signed and you’ve aged just

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IS
Imran Syed· 2nd 1d•••
Founder & CEO, Hatchproof

Love this Amanda Zhu 💖

Spent a big part of my career selling into the enterprise. The day 34 call is everything. Most people skip it because the deal is dead and it’s painful.

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MS
Matthew Sciannella· 3rd+ 1d•••
Vice President @ Refine Labs

So marketing got credit for that, right?

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CO
Cynthia Osato· 2nd 1d•••
Faith-Driven Entrepreneur

Persistence is often the only difference between a hard no and a $1.3M win. Treating a dead deal as a discovery session rather than an exit interview is what built the bridge to that eventual signature.

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LC
Laura Cohen· 2nd 1d•••
B2B SaaS | Strategic Account Executive

Yep! Very typical long and complex cycle.

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HL
Hank Leber· 3rd+ 1d•••
Co-founder, Stanify

You complete me 🫶

This is so reassuring to see. I’d read a book of these stories.

Everyone in this comment thread: let’s write a book together.

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MG
Matt Green· 2nd 1d•••
Co-Founder & Chief Revenue Officer at Sales Assembly

Jen Allen-Knuth didnt you say you could get these done in 2 weeks if you just asked?

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SM
Samantha McKenna· 2nd 1d•••
Founder @ #samsales

Matt she did but only if you text procurement on day two, duh

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NT
Norman Tan· 3rd+ 1d•••
COO at Canopy Connect

You use stripe for million dollar invoices?

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Nate Saunders
DEAL STATUS
Nate Saunders· 2nd 1d•••
Operational strategist

CRM status: spiritually unresolved.

The difference between “dead deal” and “delayed deal” is whether anyone asked why.

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CS
Chris Skouras· 2nd 1d•••
what if your followers actually became leads?

you could just ask Claude to overcome all the objections and close the deal at day 33

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MS
Michael Shields· 3rd+ 1d•••
Vice President of Procurement @ Tropic | Procurement Insight...

30 days for price negotiations. Wow.

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DM
Della Miller· 2nd 1d•••
Codifying Excellence with Proven Methodology | VP, Healthcare...

There is nothing simple about enterprise level sales- or purchasing

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PM
Piyush Malik· 2nd 1d•••
I help organizations transform

That's why enterprise sales is like a Marathon Amanda Zhu! You have to think & prepare for long term though sometimes people may check your sprinting abilities as well along the way 😊

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DA
Dr. Audai Altaie· 3rd+ 1d•••
Dynamic and Strategic Business Leader | Driving Growth, Mar...

Couldn't agree more, Amanda. The 'plug-and-play' narrative for Enterprise AI is a myth. Real transformation happens in the unglamorous layers: data governance, integration with legacy stacks, and aligning AI outputs with actual business logic.

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NS
Noah Sturm· 2nd 1d•••
SVP, AI Decision Intelligence @ Augment AI

This is what a durable relationship looks like. Enterprise deals are not linear.

If you sell into large organizations, prepare to be surprised by what eventually closes... 12, 24, even 36 months later.

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BK
Brad Kirkpatrick· 2nd 1d•••
Creator of the IAM Value Engine

Amanda Zhu great perspective. Kudos to you and the team for your persistence. Enterprise sales are tough, and this example highlights the effort it takes. There were many gates you could have quit.

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RN
Rifah Nawar· 3rd+ 1d•••
Growth & Content @ Wizard Ventures

this proves that there's no one single playbook when it comes to enterprise closing

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AB
Amit Bijlani· 2nd 1d•••
CEO @ Voxtell AI

Kudos to your team for being tenacious until it got signed. Most teams give up.

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KR
Khubaib Rasheed· 2nd 1d•••
Founder @ Next Level Software

Amanda Zhu Day 34 post-mortem is the whole story. Most people walk away from a dead deal and move on. The one call that kept this alive wasn't a sales tactic it was just genuine curiosity about what went wrong. That's what got them back in the room 150 days later.

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TN
Trevor Nelson· 3rd+ 1d•••
Strategic partnerships

That's a great Sandler sales tactic. 😎

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TN
Tom Nuculovic· 2nd 1d•••
Institutional Fintech Sales | New Logo Hunter | $3M+ Book Built ...

Congrats on getting it done. Day 34 is the whole game.

Most reps treat a hard no like a breakup. Delete the deal, move on, never look back. But that's exactly when you finally get the truth, because nobody's protecting anything anymore.

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Guenter Sandmann
PROPAGATION
Guenter Sandmann· 2nd 1d•••
Head of Sales - Caseware | Seasoned GM, CRO & VP Sales | S...

Day 2 agreed to a PoC without knowing the problem to solve / topic to address ...
That's pure Enterprise sales. my KPI was always a real Enterprise deal will take 600 plus emails, bigger one's during my career 1.000 plus especially when you manage 20 plus Stakeholder groups.

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Deals are decided
when you’re not
in the room.

Control what happens
after the call.

Post-call layer
0/7
Deal Drive