Regional startup ecosystem research documents the accelerator model’s contribution to early-stage company formation, finding strong performance on application intake, cohort formation, and demo day execution alongside variable outcomes on the disruption that the events describe
Startup Accelerator Study: Accelerated Production of Startups About to Disrupt Things Once They Decide What
SINGAPORE — The Asia-Pacific Startup Ecosystem Research Council released a study Wednesday examining the output of regional startup accelerator programs, finding that the 340 accelerators in the study’s sample had in the past three years collectively processed 14,200 startups through structured programs involving mentorship, investor access, and Demo Day presentation events, that the programs had produced graduates with significantly improved pitch skills, investor network access, and awareness of the startup ecosystem, and that the disruption those programs promised was “most accurately described as pending across the majority of the cohort,” with 23 percent of graduates having achieved measurable revenue, 8 percent having achieved product-market fit by the study’s definition, and 2 percent having achieved outcomes that the study’s analysis team could “describe without qualification as having disrupted a specific identified industry.” The study’s lead researcher, Dr. James Ng, described the 2 percent as “the number that justifies the model” and the remaining 98 percent as “the number that contextualises it.”
“Acceleration is not disruption,” Dr. Ng said at a Singapore briefing attended by accelerator directors who confirmed the finding and described it variously as “fair,” “missing context,” and “something I would phrase differently.” “Acceleration is the preparation of founders and teams to be in a position to potentially disrupt something if the right opportunity, capital, talent, and market conditions align. What we have built is an excellent system for producing prepared founders. What we have not built — because it cannot be built — is a reliable system for producing the alignment of conditions that converts preparation into disruption. The accelerator does what it can do, which is preparation. The rest is uncertainty.”
What Accelerators Are Good At
The study’s performance assessment rated accelerators across twelve dimensions. The highest-performing dimensions were: pitch deck quality (accelerator graduates showed 47 percent improvement on standardised investor presentation assessments); investor meeting access (graduates received an average of 12 investor meetings in the six months following program completion, compared to 3 for equivalent-stage non-accelerated startups); network density (graduates reported 3.4 times as many relevant professional connections post-program); and what the study terms “ecosystem literacy” — knowledge of funding mechanics, term sheet basics, market sizing approaches, and the specific vocabulary of startup financing that allows founders to communicate effectively with investors, advisors, and media. On all four dimensions, the programs delivered measurable value that the study’s analysis team described as “genuine and worth the equity or fees that most programs charge.”
The dimensions where accelerators showed less consistent impact were those further from the program’s direct control: product development outcomes, team cohesion over time, customer acquisition, and revenue growth. Dr. Ng said “these are the dimensions where the founder and the market interact, which are the interactions that determine whether a startup succeeds, and which no structured program can reliably determine because they depend on judgment, execution, and conditions that vary by founder, market, and moment.” He said “the accelerator’s contribution is to ensure founders enter these interactions as prepared as possible, which is meaningful and not sufficient.”
The Demo Day Problem
The study’s Demo Day analysis covered 1,200 accelerator Demo Days, the culminating events where cohort graduates present to rooms of investors, media, and ecosystem participants. The analysis found that Demo Days had achieved production values, structural consistency, and pitch delivery quality that the study describes as “the highest in the format’s 25-year history.” It also found that the investor conversion rate from Demo Day pitches to term sheet — the rate at which Demo Day presentations produced investment offers — had declined from a 2015 high of approximately 34 percent to a current level of approximately 12 percent. Dr. Ng attributed the decline to “the same improvement that the format has achieved” — as pitch quality improved uniformly across the ecosystem, the differentiating signal for investors became harder to extract from the pitch alone. “When everyone is very good at presenting,” Dr. Ng said, “the presentation tells you less about who is very good at building, which is the information investors actually need.”
Several investors interviewed for the study described Demo Days as “important relationship touchpoints” rather than “primary investment decision mechanisms,” confirming that the events served a networking and ecosystem function rather than the conversion function their format implied. One investor said: “I attend Demo Days to be seen attending Demo Days, to meet the accelerator operators who have sourced the deals, and to see which founders I should follow up with for deeper conversations. I have never invested directly from a Demo Day pitch. I have invested in companies I first encountered at Demo Days, sometimes years later.” Dr. Ng said this was “the honest description of how the format functions at maturity” and “a description that Demo Day marketing does not typically include.”
The 2 Percent and What They Did
The study’s deep-dive on the 2 percent who had achieved identifiable industry disruption found consistent characteristics: they had entered their accelerator programs with an already-identified specific customer problem that real customers had confirmed was worth solving; they had left their programs with their understanding of that problem deepened rather than replaced by program-introduced frameworks; and they had used their post-program investor access to raise capital for building a specific solution to the specific problem rather than to refine their vision of the disruption they planned to achieve. Dr. Ng said “the pattern is: specific problem, specific customer, specific solution, capital for building.” He said “the accelerator contributed the capital access and the network. The founders contributed the problem specificity, which the accelerator did not give them and which they had before they entered.” He said “this is the finding that tells you what accelerators are for: they are for founders who already have the insight and need the access, not for founders who need the insight and are hoping the program will provide it.” He said “the accelerators know this” and “it is the context for every accelerator pitch that says ‘we help founders find their disruption,’ which is a sentence that describes the secondary value while leaving the primary requirement implied.”
