Explore Ghost Paths

Select a scenario to see what happened to startups that faced each path. Data from 4036 real startup decisions.

Remote or Office

312 cases analyzed

Remote or Office

312 cases analyzed

Remote or Office

312 cases analyzed

Remote or Office

312 cases analyzed

Expand or Focus

203 cases analyzed

Expand or Focus

203 cases analyzed

Expand or Focus

203 cases analyzed

Expand or Focus

203 cases analyzed

Raise or Bootstrap

156 cases analyzed

Raise or Bootstrap

156 cases analyzed

Raise or Bootstrap

156 cases analyzed

Raise or Bootstrap

156 cases analyzed

Premium or Free

91 cases analyzed

Premium or Free

91 cases analyzed

Premium or Free

91 cases analyzed

Premium or Free

91 cases analyzed

Acquire or Build

89 cases analyzed

Acquire or Build

89 cases analyzed

Acquire or Build

89 cases analyzed

Acquire or Build

89 cases analyzed

Sell or Hold

67 cases analyzed

Sell or Hold

67 cases analyzed

Sell or Hold

67 cases analyzed

Sell or Hold

67 cases analyzed

Pivot or Persevere

47 cases analyzed

Pivot or Persevere

47 cases analyzed

Pivot or Persevere

47 cases analyzed

Pivot or Persevere

47 cases analyzed

Partner or Compete

44 cases analyzed

Partner or Compete

44 cases analyzed

Partner or Compete

44 cases analyzed

Partner or Compete

44 cases analyzed

Remote or Office

312
Startups Analyzed
Path A

Fully distributed team

71%
Success Rate
Success Failure
Path B

Hub-and-spoke model

48%
Success Rate
Success Failure

Key Insight

Among 312 startups that faced this decision, the winning path showed a 1.5x higher success rate. Fully distributed team proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Remote or Office

312
Startups Analyzed
Path A

Fully distributed team

71%
Success Rate
Success Failure
Path B

Hub-and-spoke model

48%
Success Rate
Success Failure

Key Insight

Among 312 startups that faced this decision, the winning path showed a 1.5x higher success rate. Fully distributed team proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Remote or Office

312
Startups Analyzed
Path A

Fully distributed team

71%
Success Rate
Success Failure
Path B

Hub-and-spoke model

48%
Success Rate
Success Failure

Key Insight

Among 312 startups that faced this decision, the winning path showed a 1.5x higher success rate. Fully distributed team proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Remote or Office

312
Startups Analyzed
Path A

Fully distributed team

71%
Success Rate
Success Failure
Path B

Hub-and-spoke model

48%
Success Rate
Success Failure

Key Insight

Among 312 startups that faced this decision, the winning path showed a 1.5x higher success rate. Fully distributed team proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Expand or Focus

203
Startups Analyzed
Path A

Double down on core niche

81%
Success Rate
Success Failure
Path B

Expand to new verticals

42%
Success Rate
Success Failure

Key Insight

Among 203 startups that faced this decision, the winning path showed a 1.9x higher success rate. Double down on core niche proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Expand or Focus

203
Startups Analyzed
Path A

Double down on core niche

81%
Success Rate
Success Failure
Path B

Expand to new verticals

42%
Success Rate
Success Failure

Key Insight

Among 203 startups that faced this decision, the winning path showed a 1.9x higher success rate. Double down on core niche proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Expand or Focus

203
Startups Analyzed
Path A

Double down on core niche

81%
Success Rate
Success Failure
Path B

Expand to new verticals

42%
Success Rate
Success Failure

Key Insight

Among 203 startups that faced this decision, the winning path showed a 1.9x higher success rate. Double down on core niche proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Expand or Focus

203
Startups Analyzed
Path A

Double down on core niche

81%
Success Rate
Success Failure
Path B

Expand to new verticals

42%
Success Rate
Success Failure

Key Insight

Among 203 startups that faced this decision, the winning path showed a 1.9x higher success rate. Double down on core niche proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Raise or Bootstrap

156
Startups Analyzed
Path A

Bootstrap to profitability

72%
Success Rate
Success Failure
Path B

Raise Seed round

58%
Success Rate
Success Failure

Key Insight

Among 156 startups that faced this decision, the winning path showed a 1.2x higher success rate. Bootstrap to profitability proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Raise or Bootstrap

156
Startups Analyzed
Path A

Bootstrap to profitability

72%
Success Rate
Success Failure
Path B

Raise Seed round

58%
Success Rate
Success Failure

Key Insight

Among 156 startups that faced this decision, the winning path showed a 1.2x higher success rate. Bootstrap to profitability proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Raise or Bootstrap

156
Startups Analyzed
Path A

Bootstrap to profitability

72%
Success Rate
Success Failure
Path B

Raise Seed round

58%
Success Rate
Success Failure

Key Insight

Among 156 startups that faced this decision, the winning path showed a 1.2x higher success rate. Bootstrap to profitability proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Raise or Bootstrap

156
Startups Analyzed
Path A

Bootstrap to profitability

72%
Success Rate
Success Failure
Path B

Raise Seed round

58%
Success Rate
Success Failure

Key Insight

Among 156 startups that faced this decision, the winning path showed a 1.2x higher success rate. Bootstrap to profitability proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Premium or Free

91
Startups Analyzed
Path A

Freemium model

38%
Success Rate
Success Failure
Path B

Premium pricing only

65%
Success Rate
Success Failure

Key Insight

Among 91 startups that faced this decision, the winning path showed a 1.7x higher success rate. Premium pricing only proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Premium or Free

91
Startups Analyzed
Path A

Freemium model

38%
Success Rate
Success Failure
Path B

Premium pricing only

65%
Success Rate
Success Failure

Key Insight

Among 91 startups that faced this decision, the winning path showed a 1.7x higher success rate. Premium pricing only proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Premium or Free

91
Startups Analyzed
Path A

Freemium model

38%
Success Rate
Success Failure
Path B

Premium pricing only

65%
Success Rate
Success Failure

Key Insight

Among 91 startups that faced this decision, the winning path showed a 1.7x higher success rate. Premium pricing only proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Premium or Free

91
Startups Analyzed
Path A

Freemium model

38%
Success Rate
Success Failure
Path B

Premium pricing only

65%
Success Rate
Success Failure

Key Insight

Among 91 startups that faced this decision, the winning path showed a 1.7x higher success rate. Premium pricing only proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Acquire or Build

89
Startups Analyzed
Path A

Build in-house solution

54%
Success Rate
Success Failure
Path B

Acquire competitor

31%
Success Rate
Success Failure

Key Insight

Among 89 startups that faced this decision, the winning path showed a 1.7x higher success rate. Build in-house solution proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Acquire or Build

89
Startups Analyzed
Path A

Build in-house solution

54%
Success Rate
Success Failure
Path B

Acquire competitor

31%
Success Rate
Success Failure

Key Insight

Among 89 startups that faced this decision, the winning path showed a 1.7x higher success rate. Build in-house solution proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Acquire or Build

89
Startups Analyzed
Path A

Build in-house solution

54%
Success Rate
Success Failure
Path B

Acquire competitor

31%
Success Rate
Success Failure

Key Insight

Among 89 startups that faced this decision, the winning path showed a 1.7x higher success rate. Build in-house solution proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Acquire or Build

89
Startups Analyzed
Path A

Build in-house solution

54%
Success Rate
Success Failure
Path B

Acquire competitor

31%
Success Rate
Success Failure

Key Insight

Among 89 startups that faced this decision, the winning path showed a 1.7x higher success rate. Build in-house solution proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Sell or Hold

67
Startups Analyzed
Path A

Hold for larger exit

35%
Success Rate
Success Failure
Path B

Sell now ($5-15M)

78%
Success Rate
Success Failure

Key Insight

Among 67 startups that faced this decision, the winning path showed a 2.2x higher success rate. Sell now ($5-15M) proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Sell or Hold

67
Startups Analyzed
Path A

Hold for larger exit

35%
Success Rate
Success Failure
Path B

Sell now ($5-15M)

78%
Success Rate
Success Failure

Key Insight

Among 67 startups that faced this decision, the winning path showed a 2.2x higher success rate. Sell now ($5-15M) proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Sell or Hold

67
Startups Analyzed
Path A

Hold for larger exit

35%
Success Rate
Success Failure
Path B

Sell now ($5-15M)

78%
Success Rate
Success Failure

Key Insight

Among 67 startups that faced this decision, the winning path showed a 2.2x higher success rate. Sell now ($5-15M) proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Sell or Hold

67
Startups Analyzed
Path A

Hold for larger exit

35%
Success Rate
Success Failure
Path B

Sell now ($5-15M)

78%
Success Rate
Success Failure

Key Insight

Among 67 startups that faced this decision, the winning path showed a 2.2x higher success rate. Sell now ($5-15M) proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Pivot or Persevere

47
Startups Analyzed
Path A

Pivot to B2B SaaS

67%
Success Rate
Success Failure
Path B

Continue B2C app

23%
Success Rate
Success Failure

Key Insight

Among 47 startups that faced this decision, the winning path showed a 2.9x higher success rate. Pivot to B2B SaaS proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Pivot or Persevere

47
Startups Analyzed
Path A

Pivot to B2B SaaS

67%
Success Rate
Success Failure
Path B

Continue B2C app

23%
Success Rate
Success Failure

Key Insight

Among 47 startups that faced this decision, the winning path showed a 2.9x higher success rate. Pivot to B2B SaaS proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Pivot or Persevere

47
Startups Analyzed
Path A

Pivot to B2B SaaS

67%
Success Rate
Success Failure
Path B

Continue B2C app

23%
Success Rate
Success Failure

Key Insight

Among 47 startups that faced this decision, the winning path showed a 2.9x higher success rate. Pivot to B2B SaaS proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Pivot or Persevere

47
Startups Analyzed
Path A

Pivot to B2B SaaS

67%
Success Rate
Success Failure
Path B

Continue B2C app

23%
Success Rate
Success Failure

Key Insight

Among 47 startups that faced this decision, the winning path showed a 2.9x higher success rate. Pivot to B2B SaaS proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Partner or Compete

44
Startups Analyzed
Path A

Partner with incumbents

63%
Success Rate
Success Failure
Path B

Compete directly

29%
Success Rate
Success Failure

Key Insight

Among 44 startups that faced this decision, the winning path showed a 2.2x higher success rate. Partner with incumbents proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Partner or Compete

44
Startups Analyzed
Path A

Partner with incumbents

63%
Success Rate
Success Failure
Path B

Compete directly

29%
Success Rate
Success Failure

Key Insight

Among 44 startups that faced this decision, the winning path showed a 2.2x higher success rate. Partner with incumbents proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Partner or Compete

44
Startups Analyzed
Path A

Partner with incumbents

63%
Success Rate
Success Failure
Path B

Compete directly

29%
Success Rate
Success Failure

Key Insight

Among 44 startups that faced this decision, the winning path showed a 2.2x higher success rate. Partner with incumbents proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.

Partner or Compete

44
Startups Analyzed
Path A

Partner with incumbents

63%
Success Rate
Success Failure
Path B

Compete directly

29%
Success Rate
Success Failure

Key Insight

Among 44 startups that faced this decision, the winning path showed a 2.2x higher success rate. Partner with incumbents proved significantly more viable, though many founders initially chose the alternative path.

Sign up to save decisions and track your startup's journey.