Growth Hacker is the new VP Marketing – The rise of the Growth Hacker


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The rise of the Growth Hacker
The new job title of “Growth Hacker” is integrating itself into Silicon Valley’s culture, emphasizing that coding and technical chops are now an essential part of being a great marketer. Growth hackers are a hybrid of marketer and coder, one who looks at the traditional question of “How do I get customers for my product?” and answers with A/B tests, landing pages, viral factor, email deliverability, and Open Graph. On top of this, they layer the discipline of direct marketing, with its emphasis on quantitative measurement, scenario modeling via spreadsheets, and a lot of database queries. If a startup is pre-product/market fit, growth hackers can make sure virality is embedded at the core of a product. After product/market fit, they can help run up the score on what’s already working.

This isn’t just a single role – the entire marketing team is being disrupted. Rather than a VP of Marketing with a bunch of non-technical marketers reporting to them, instead growth hackers are engineers leading teams of engineers. The process of integrating and optimizing your product to a big platform requires a blurring of lines between marketing, product, and engineering, so that they work together to make the product market itself. Projects like email deliverability, page-load times, and Facebook sign-in are no longer technical or design decisions – instead they are offensive weapons to win in the market.

The stakes are huge because of “superplatforms” giving access to 100M+ consumers
These skills are invaluable and can change the trajectory of a new product. For the first time ever, it’s possible for new products to go from zero to 10s of millions users in just a few years. Great examples include Pinterest, Zynga, Groupon, Instagram, Dropbox. New products with incredible traction emerge every week. These products, with millions of users, are built on top of new, open platforms that in turn have hundreds of millions of users – Facebook and Apple in particular. Whereas the web in 1995 consisted of a mere 16 million users on dialup, today over 2 billion people access the internet. On top of these unprecedented numbers, consumers use super-viral communication platforms that rapidly speed up the proliferation of new products – not only is the market bigger, but it moves faster too.

Before this era, the discipline of marketing relied on the only communication channels that could reach 10s of millions of people – newspaper, TV, conferences, and channels like retail stores. To talk to these communication channels, you used people – advertising agencies, PR, keynote speeches, and business development. Today, the traditional communication channels are fragmented and passe. The fastest way to spread your product is by distributing it on a platform using APIs, not MBAs. Business development is now API-centric, not people-centric.

Whereas PR and press used to be the drivers of customer acquisition, instead it’s now a lagging indicator that your Facebook integration is working. The role of the VP of Marketing, long thought to be a non-technical role, is rapidly fading and in its place, a new breed of marketer/coder hybrids have emerged.

Airbnb, a case study
Let’s use case of Airbnb to illustrate this mindset. First, recall The Law of Shitty Clickthroughs:

Over time, all marketing strategies result in shitty clickthrough rates.

The converse of this law is that if you are first-to-market, or just as well, first-to-marketing-channel, you can get strong clickthrough and conversion rates because of novelty and lack of competition. This presents a compelling opportunity for a growth team that knows what they are doing – they can do a reasonably difficult integration into a big platform and expect to achieve an advantage early on.

Airbnb does just this, with a remarkable Craigslist integration. They’ve picked a platform with 10s of millions of users where relatively few automated tools exist, and have created a great experience to share your Airbnb listing. It’s integrated simply and deeply into the product, and is one of the most impressive ad-hoc integrations I’ve seen in years. Certainly a traditional marketer would not have come up with this, or known it was even possible – instead it’d take a marketing-minded engineer to dissect the product and build an integration this smooth.

Here’s how it works at a UI level, and then we’ll dissect the technology bits:

(This screenshots are courtesy of Luke Bornheimer and his wonderful answer on Quora)

Looks simple, right? The impressive part is that this is done with no public Craigslist API! It turns out, you have to look closely and carefully at Craigslist in order to accomplish an integration like this. Note that it’s 100X easier for me to reverse engineer something that’s already working versus coming up with the reference implementation – and for this reason, I’m super impressed with this integration.

Reverse-engineering “Post to Craigslist”
The first thing you have to do is to look at how Craigslist allows users to post to the site. Without an API, you have to write a script that can scrape Craigslist and interact with its forms, to pre-fill all the information you want.

The first thing you can notice from playing around with Craigslist is that when you go to post something, you get a unique URL where all your information is saved. So if you go to you’ll get redirected to a different URL that looks like It turns out that this URL is unique, and all information that goes into this listing is associated to this URL and not to your Craigslist cookie. This is different than the way that most sites do it, where a bunch of information is saved in a cookie and/or server-side and then pulled out. This unique way of associating your Craigslist data and the URL means that you can build a bot that visits Craigslist, gets a unique URL, fills in the listing info, and then passes the URL to the user to take the final step of publishing. That becomes the foundation for the integration.

At the same time, the bot needs to know information to deal with all the forms – beyond filling out the Craigslist category, which is simple, you also need to know which geographical region to select. For that, you’d have to visit every Craigslist in every market they serve, and scrape the names and codes for every region. Luckily, you can start with the links in the Craiglist sidepanel – there’s 100s of different versions of Craigslist, it turns out.

If you dig around a little bit you find that certain geographical markets are more detailed than others. In some, like the SF Bay Area, there’s subareas (south bay, peninsula, etc.) and neighborhoods (bernal, pacific heights) whereas in other markets there’s only subareas, or there’s just the market. So you’d have to incorporate all of that into your interface.

Then there’s the problem of the listing itself – by default, Craigslist works by giving you an anonymous email address which you use to communicate to potential customers. If you want to drive them to your site, you’d have to notice that you can turn off showing an email, and just provide the “Contact me here” link instead. Or, you could potentially fill a special email address like that automatically directs inquiries to the right person, which can be done using services like Mailgun or Sendgrid.

Finally, you’ll want the listing to look good – it turns out Craigslist only supports a limited amount of HTML, so you’ll need to work to make your listings work well within those constraints.

Completing the integration is only the beginning – once it’s up, you’d have to optimize it. What’s the completion % once sometime starts sharing their listing out to Craigslist? How can you change the flow, the call to action, the steps in the form, to increase this %? And similarly, when people land from Craigslist, how do you make sure they are likely to complete a transaction? Do they need special messaging?

Tracking all of this requires additional work with click-tracking with unique URLs, 1×1 GIFs on the Craigslist listing, and many more details.

Long story short, this kind of integration is not trivial. There’s many little details to notice, and I wouldn’t be surprised if the initial integration took some very smart people a lot of time to perfect.

No traditional marketer would have figured this out
Let’s be honest, a traditional marketer would not even be close to imagining the integration above – there’s too many technical details needed for it to happen. As a result, it could only have come out of the mind of an engineer tasked with the problem of acquiring more users from Craigslist. Who knows how much value Airbnb is getting from this integration, but in my book, it’s damn impressive. It taps into a low-competition, huge-volume marketing channel, and builds a marketing function deeply into the product. Best of all, it’s a win-win for everyone involved – both the people renting out their places by tapping into pre-built demand, and for renters, who see much nicer listings with better photos and descriptions.

This is just a case study, but with this type of integration, a new product is able to compete not just on features, but on distribution strategy as well. In this way, two identical products can have 100X different outcomes, just based on how well they integrate into Craigslist/Twitter/Facebook. It’s an amazing time, and a new breed of creative, technical marketers are emerging. Watch this trend.

So to summarize:

  • For the first time ever, superplatforms like Facebook and Apple uniquely provide access to 10s of millions of customers
  • The discipline of marketing is shifting from people-centric to API-centric activities
  • Growth hackers embody the hybrid between marketer and coder needed to thrive in the age of platforms
  • Airbnb has an amazing Craigslist integration

Good luck, growth hackers!


Healthtech 2024: Voices in My Head…

From Michael Greely – On the Flying Bridge

What is going on? The stock market just hit an all-time high and yet nearly everywhere one looks, there are flashing warning signs. A review of the 2023 investment activity suggests there will be continued challenges in the capital markets. Clearly, the bulls look to the $8.8 trillion in money market funds and conclude that as interest rates continue to fall much of that capital will rotate back into risk assets. Today, U.S. household net worth is over $152 trillion. But it still feels so schizophrenic.

Data: FactSet. Chart: Axios Visuals

But first some of the troubling indicators not to be ignored, to say nothing of the numerous global hot spots now. The World Bank recently concluded that the global economy just suffered its worst 5-year stretch over the last three decades, and now forecasts only 2.4% economic growth in 2024. The analysis concludes that the 24 lowest income earning countries are at “crisis levels,” which will acutely exacerbate global immigration issues. The “low/middle” income countries have economic activity that is at least 5% below pre-pandemic levels.

The Federal Reserve incurred a 2023 operating loss of $114.3 billion, its largest in its 109-year history. Moody’s noted that global bond defaults spiked to a trailing twelve-month average of 4.8%, which does not even start to account for the $117 billion of U.S. commercial real estate debt that must be refinanced in 2024 – perhaps the greatest near-term potential systemic contagion. U.S. office vacancy rate just touched 19.6%, the highest level since the late 1960s when Moody’s started to track these data.

The London Stock Exchange concluded that the global M&A activity of $2.9 trillion of 2023 transaction volume was the first time in ten years that activity fell below $3.0 trillion. This level was 17% below 2022 (6% decline in the U.S.), with financial sponsor activity down by nearly 30%.

Not surprisingly, these conditions directly impacted investment activity in the private equity and venture capital sectors in 2023, which was markedly down across the board. Notwithstanding that there is an estimated $2.6 trillion in dry powder in private funds according to S&P Global Market Intelligence, a fundamental issue was the lack of exits which was less than 7.6% of total assets under management in 2023, the lowest level yet.

Source: Blackrock 2024 Private Markets Outlook.

The venture capital investment activity in 2023 declined sharply to $170.6 billion in 15,766 companies (average round size of $10.8 million), as compared to $242.2 billion in 17,592 (average round size of $13.8 million) in 2021, underscoring the significant retrenchment. Notwithstanding that, 2023 still looks to be the third highest year on record and clearly appears to be putting the industry back on long-term historical trend. Notably, though, approximately 10% of the 2023 investment was in just two AI companies (OpenAI, Anthropic); an estimated 33% of all venture capital investment last year was in AI companies. Additionally, Pitchbook estimated that the number of active venture firms (through 3Q23) declined by 38%, suggesting that there is continued consolidation of both companies that receive venture capital and of the firms themselves.

Source: Pitchbook/National Venture Capital Association.

Obviously, geopolitical issues materially influence investor sentiment in 2023. According to a recent analysis by the Financial Times, globally the backlog of all defense industry companies amounted to $777.6 billion in 2022, which has only significantly increased given issues in the Middle East and is nearly 3x the $248.4 billion of venture capital invested globally. A very sad commentary.

Pitchbook estimates that there are now 54k venture-backed U.S. companies with over 4k having raised their first round of capital in 2023. While there were declines across all stages, the early-stage category (23% of total) dropped significantly and is now below pre-pandemic levels. The average round size dropped from $20.0 million to $15.4 million and average pre-money valuations fell from $122.4 million to $82.0 million from 2022 to 2023, respectively. Average late-stage pre-money valuations only dropped from $258.3 million in 2022 to $240.7 million last year.

Two things make the venture capital industry go round: massive success stories and limited losses, which there will always be in this risky corner of the private capital markets. The overall exit activity was, quite frankly, dismal. There was $61.5 billion of exits across 1,129 transactions, which is the lowest level since 2010 and nowhere near the $796.8 billion in 2021. The sharp rise in interest rates over the last two years dramatically curtailed the number of new unicorns according to an interesting longitudinal study by Cowboy Ventures and led to a spike in bankruptcies of private capital backed companies. According to CB Insights, globally there are now 1,224 unicorns valued at just under $3.8 trillion; approximately 720 of which are based in the U.S.

Source: Cowboy Ventures.

There is consistently a lag between public and private market valuations, and while much of the exit activity is labeled “terms not disclosed,” there is heightened anxiety that 2024 will see more pain revealed as venture-backed companies simply run out of money. There is also a shadow level of investment activity that goes unreported as investor syndicates provide modest levels of support (1-3 quarters) to bridge to an exit. Arguably, 4Q23 was littered with many such financings that may have only delayed the inevitable. Research by S&P Global Market Intelligence showed a spike in bankruptcy filings in 2023 to 104 of privately financed portfolio companies which was nearly 3x the 2022 level and the greatest volume ever recorded.

Source: S&P Global Market Intelligence

Not surprisingly then, the level of initial public offerings over the last two years has been uninspiring, and largely accounts for how backed up the system is now. According to the same S&P Global Market Intelligence report, there were 370 IPOs launched globally in 4Q23 (only 26 in the U.S.) which was markedly down from the 921 in the same quarter two years ago. For the year, there were 1,429 IPOs globally.

Source: S&P Global Market Intelligence

These crosscurrents net out to possibly troubling signs for entrepreneurs as 2024 starts to unfold. Notwithstanding falling interest rates, the lack of exit liquidity has made fundraising harder for venture capital firms. In total, there were 474 funds which raised $66.9 billion in 2023, which were both down from the 1,340 funds and $172.8 billion in 2022 (which was essentially the same activity in 2021). Given the extraordinary level of investment activity in 2021 – 2022, the pace of expected follow-on rounds starting in mid-2023 likely has moved the venture capital industry into a position of being “undersupplied.” This has been exacerbated by the pull-back of cross-over non-traditional investors in venture capital deals, many of which drove the frothy large late-stage rounds of the past few years.

Source: Pitchbook.

Given this transition period, an interesting debate has taken hold about the optimal size of venture funds, which is somewhat determined by expected exit valuations for successful investments. Over the last ten years of Pitchbook data, the average exit valuation across nearly 14k reported transactions was approximately $150 million, while a recent analysis by Sante Ventures concluded that most exited venture-backed portfolio companies are at valuations below $400 million. Last year the average exit valuation was $54 million, while the highwater mark of $400 million was in 2021.

A review of 40 years’ worth of Pitchbook returns data concluded that outsized returns (greater than 2.5x of paid-in capital) tend to accrue to mid-sized funds, and yet the industry continues to be an arms race to raise ever larger funds, further concentrating the number of investors in larger firms. Successful funds tend to correlate with greater ownership stakes in the underlying portfolio companies, and that while companies that raise large “mega rounds” (greater than $100 million) tend to have higher likelihood for an IPO, in times when that path is closed, generating venture returns can be quite challenging. Nearly half of all venture capital commitments through 3Q23 were to funds greater than $500 million in size.

Source: Pitchbook.

The digital health sector was not insulated from the downdraft in activity in 2023. According to Rock Health, overall investment activity was $10.7 billion in 492 companies, down from $15.3 billion and 577 companies in 2022 and nearly one-third of the $29.2 billion in 2021. And yet, 2023 was well ahead of the ten-year trendline and represented a relatively robust level of activity given the environment.

More troubling has been the reduction in funding for healthcare technology unicorns, given the imperative to be at least cash flow positive, if not generating free cash flow and self-funding. According to Pitchbook, over the past three years $18.1 billion has been invested in such companies, but only $1.2 billion of that amount was in 2023. Pitchbook tallies 70 venture-backed active healthcare technology unicorns which have raised $31 billion in aggregate and are currently valued at $173 billion, representing a pipeline of possible IPO candidates when that market re-opens.

In this “Efficiency Phase” of this financing cycle, when the healthcare technology sector is likely to consolidate around emerging winners that have developed products that drive near-term hard ROIs, the financing dynamics are very complicated. Rock Health reported that 44% of rounds in 2023 were “unlabeled,” suggesting a significant level of defensive insider bridge financing. M&A activity declined by 23% in 2023 from 2022 with 146 announced transactions, while there were literally zero IPOs in the sector (and only one in the past 24 months).

More broadly, Refinitiv reported that there was $140 billion of private equity investments in the healthcare sector over the past five years, although Pitchbook determined that private equity activity in 2023 declined by 60%. There was also a record number of “large” bankruptcies last year in healthcare, up 5x from 2022, according to

Notwithstanding continued funding headwinds this year in the healthcare technology sector, the needs have never been as evident or acute. The Institute for Health Metrics and Evaluation’s Global Burden of Disease study released recently determined that the proportion of life that is characterized as being “in good health” declined from 85.8% to 83.6% over the last 30 years, likely equating to one year lost. Healthcare technology is the great democratizing force to bring appropriate and timely care to all.

Source: James Bailey (2019 data).

Interestingly, a review of healthcare spending as a percent of GDP shows an extraordinary variance by state. Certain states, such as West Virginia, spend nearly 25% of its GDP on healthcare services, and therefore, could be important geographies that should realize the greatest benefits through concerted investment in healthcare technologies to reduce costs, lower barriers to care, and presumably improve outcomes and address issues of equity.

Obviously, government policies also matter. The Kaiser Family Foundation projects that between 8 – 24 million people will lose Medicaid coverage this year, which would likely upend many of these state’s budgets.

Given severe downward pressure on healthcare companies due to labor issues, pressure on reimbursements and payments, and financing environment, the recent investments in technology are expected to drive fundamental improvements in operating cost structures. Greater automation is expected to reduce operating complexity over time.

The recent advancements in AI capabilities, including improvements that mimic human reasoning, cognition, and task completion, have created compelling investment opportunities. These advances are manifest in the physical world through intelligent hardware platforms for novel devices such as robots that address problems outside the digital world. New AI-powered image generators will provide photos, charts, and video content seamlessly into clinical and administrative workflows.

Technology advances today are occurring more rapidly than at any point in history. Whenever there have been such dramatic transitions in technology platform shifts, existing enterprises become more efficient and competitive, but these shifts have also introduced new capabilities and product offerings previously unimaginable.

Source: Silicon Valley Bank.

While the prospects for investment returns in the healthcare technology sector in the short term are confusing, the overall Leerink Healthtech index is currently trading at 3.1x 2024 revenues with an overall market capitalization of $111 billion. The Digital Health subsector is trading at 3.4x forward revenues, representing nearly 70% of the overall valuation, and is trading at a heady 19.9x forward EBITDA multiple.  According to the Wall Street Journal tracker of leading indices in 2023, cocoa was on top of the leader board with a 61.4% return. Next up was the S&P500 Information Technology index at 56.4%, while the Argentine peso was dead last at (78.1)%.

This year may be tricky for Argentinian digital health companies looking to go public…

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Keys to Fundraising Success – 3 things that investors look for

We asked investors what are the most important things you look for in a founder/startup, and these 3 things kept coming to the top of the list:

  • Is this business scalable?  It works for a certain group of people, but can the business be increased by 1000% or 10,000% and the same economics will work?
  • Does this technology or business model fundamentally change the industry it’s in?  Some refer to this as a Blue Ocean, or creating new markets.
  • Does the business plan incorporate for problems they may face down the road like large competitors, existing Monopolies, regulatory/legal challenges, etc.?

Of course, there are many factors that are looked at including the team, background, market sentiment, and many others.

Open an account at Venture Capital Cross and checkout disruptive early stage startups like Sensill, who has a patented Real Time Diagnostics Point of Care system saving money and saving lives.

VC Cross Portal open for Beta

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Deal Flow First Look – Get First Look on Deal Flow in real time

Venture Capital Cross — 12/5/2023 — We are revamping our deal portal and optimizing our systems, and we have launched our first Deal Flow First Look list, where we will share bids and offers with our network of accredited counterparties.  We also will share company relevant news, for example if a company has announced a round that the market has been waiting for, and the occasional analysis report from major financial publications.  With the Open AI debacle, VCC has been exploring investment opportunities in Dataminr, Jasper AI (ECP Only), Cerebras, Automation Anywhere, and other established AI companies.

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Open AI Alternatives – Dataminr, Cerebras, Jasper, Cohere, Scale AI

Venture Capital Cross  — 11/24/2023  With the implosion of Open AI last week, investors are scrambling for alternatives.  Some funds have held back on Open AI capital contributions for secondary market transactions, according to sources.  Some have speculated that the collapse was more than an internal power struggle, that the technology was the issue.  Whatever is the case, there are hundreds of companies working on AI, Open AI is not the only one nor are they any kind of Monopoly.

Venture Capital broker-dealer Venture Capital Cross announces investment opportunities in hot AI names like Cohere, Jasper, Cerebras, Scale AI, Dataminr, and others.  In partnership with DT Unicorn Fund, Dataminr is available for accredited investors in sizes starting at $100,000 with a 0/20 SPV single layer structure.

Dataminr is an artificial intelligence company that provides AI based intelligence, alerts, and informational signals to it’s clients. The company’s private sector product, Dataminr Pulse, is used by corporations to monitor real-time events, and to aid with crisis response by providing playbooks, messaging tools and post-event documentation. Dataminr’s First Alert technology is used by first responders, such as those helping to provide aid during natural disasters and other emergency events. On the morning of January 5, 2021, Dataminr allegedly warned Capitol security officials of troubling online public chatter that would soon become the January 6 riot.

That’s definitely valuable, to some clients for sure.  Open AI’s revenue model is as yet unverified / unknown.  It may be groundbreaking, or it may be another FTX, we just don’t know.  Meanwhile, companies like Jasper AI have had their valuations cut back due to revenue decline, but they still have more revenues than Open AI and much higher revenue / valuation ratios.  So the question remains, do investors want to pickup companies like Jasper AI at discounts, or wait for the market to return and buy the high?  Until recently, it has been impossible to get AI companies at a discount to the last round.

Is this a time to buy in to the AI sector?  Some GPs think so.  VC Investment firms like Sequoia, Andreessen Horowitz, and SOMA Capital can’t get enough, according to Pitchbook.  But they have lots of capital, their economies of scale don’t necessarily apply to all investors.  Of course, there’s another way to play the AI sector – simply by Microsoft (MSFT).  Of course that’s a safer play, but you’re not going to get triple digit returns because for MSFT to double it takes a lot of news and revenue to move the needle at such a big Mega Cap.

There’s one drawback to many of these companies, however, they don’t transfer.  That means Jasper AI is forward only, and you need to be an ECP (Eligible Contract Participant) in order to buy OR sell a forward because they are derivative contracts not traded on an exchange.  The regulators look at them like swaps.

Cerebras Systems develops computing chips with the sole purpose of accelerating AI. The company is a startup backed by premier venture capitalists and the industry’s most successful technologists. (Crunchbase)

Cohere is a platform that gives developers and businesses access to NLP, powered by the innovative generation of large language models. Cohere is used to build machines that understand the world and make it safely accessible to all.  Cohere provides access to affordable, easy-to-deploy large language models. Its platform gives computers the ability to read and write. Whether to better understand what customers are saying or to write compelling copy that speaks to a target audience, Cohere can help. (Crunchbase)

Scale accelerates the development of AI applications by helping machine learning teams generate ground truth data. The company’s LiDAR, video, and image annotation APIs allow self-driving, drone, and robotics teams at companies like Lyft, OpenAI, Zoox, Pinterest, and Airbnb focus on building differentiated models vs. labeling data. (Crunchbase)

There are hundreds of other AI companies out there, and there’s space for many more.  Contrary to popular belief, AI isn’t destroying jobs, it’s creating them.  It’s also making workers more effective, so companies can pay them more.  It’s disproportionate, of course, if your job is a copy and paste type of job, AI may replace you, but it just means you should upgrade your skills and work in another department.  AI is not always automation, in most cases it’s not.  That means there will always be people who need to setup, run, control, organize, administer, support, sell, develop, train, brainstorm, deploy, the AI bots.  So don’t worry, this isn’t going to break the economy, it’s going to support it, and in parallel we’ll likely see a new disruptive paradigm of technology emerge…

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Let your startup fly – Invest in Paradigm Shift

Do you want to invest in the next big thing?  Venture Capital Cross offers investment opportunities in private markets, from seed to Unicorn.  We work on deals where there is a compelling argument for paradigm shift, whether that means disruptive technology, or something else.  In the case of – they represent the only real catalyst for Free Speech which isn’t controlled by the Big Monopolies. is a Free Speech platform that is about to close down a successful Reg CF offering, minimum $330/usd (For non-accredited investors).  See more @

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Last Call for Gab Investment

11/1/2023 – 11:11 AM — Knoxville, TN —  [Venture Capital Cross] is a Free Speech platform but it’s so much more.   Gab’s Reg CF offering is coming to a close, and we wanted to give people a last chance to invest in this valuation.  Gab’s offering is an equity offering, so this is an opportunity to get equity in a company at the growth stage, as well as supporting Free Speech.   Get your FREE BOOK by investing until the close – Investors Guide to LEGAL Insider Trading.

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