A Practical Guide to Niche Scoring for Technical Founders

The pillar guide for technical founders running niche scoring. Engineering-flavored framing - treat it as requirements gathering for the market layer.

Step One: List Five Candidates

Write down five candidates. The technically exciting one. Two adjacent technical niches. Two niches outside your usual interest area. The contrast is the entire reason scoring works.

Step Two: Score on Five Criteria (1-10)

Reachability. Pain frequency. Existing spend. Differentiation. Builder-fit. Sum the scores per candidate. Compare.

Reachability

Can you reach the audience without paid ads? Specific channel - LinkedIn search by title, niche Slack/Discord, GitHub, dev Twitter. If you cannot name the channel, score 4 or below.

Pain Frequency

How often does the trigger event happen? Daily problems get bought. Weekly are strong. Monthly workable. Quarterly very hard. Score honestly.

Existing Spend

Spend twenty minutes searching. What do customers in this niche pay for adjacent solutions today? If nothing, you are educating a market.

Differentiation

Specific mechanism for specific user. Not "better engineering" - that is invisible to customers. Score by what the customer would notice.

Builder-Fit

Audience and trust, not engineering capability. Existing audience, domain experience, network, lived experience. Without one, score 5 or below regardless of how good your code is.

Step Three: Sanity Check

For top two candidates, write one paragraph "why this would work" and one "why it would not." If "why not" is more concrete, the score is wrong somewhere. Re-score.

Step Four: Pick and Move

Highest score wins. Schedule problem interviews against it within a week. The score is permission to continue, not validation. Interviews are validation.

Common Failure Modes

Inflated builder-fit (engineering capability vs audience). Inflated differentiation (elegance vs customer-visible difference). Skipped reachability (existing on a platform vs reachable). Picking the technically hardest niche. Each detailed in other posts.

Engineering Reframe

The five criteria are inputs to a system that is your product-market fit. Inputs you cannot specify produce systems you cannot ship. Scoring is the spec for whether the niche is shippable at all.

The Trade

Fifteen minutes. Catches the technically exciting but commercially weak picks. The alternative is six months of building a niche where audience reach was impossible.