Launch an Address and Identity Verification API

People search: “address verification api” (1K+ per month)

Sell an API that validates, standardizes, and geocodes addresses (or verifies business identity details) so customers stop losing money to bad records at signup and shipping.

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Difficulty

Advanced

Startup cost

$500 to $3,000

Time to first $

90 to 180 days

Revenue potential

Medium

Profit margin

70 to 90 percent

Viability

6.5 / 10

Search demand

Low (1K+ per month)

Where it runs

Online

Best for: Precision-minded engineers who like data quality problems

The opening

Why this idea is overlooked

The big verification providers price and design for enterprises, leaving underserved corners: one country's quirky address formats, rural and non-standard addresses, or verification tuned to one industry's records; verification calls sit inside signup and checkout flows, which makes the revenue extremely sticky once integrated.

The roadmap

How to start, step by step

  1. 1

    Pick your verification corner

    Full global address verification is an enterprise-scale fight. One country done excellently, hard address types (rural routes, new construction, multi-unit), or business-identity checks for one industry are corners a small team can own.

  2. 2

    Secure the reference data legitimately

    Address verification runs on authoritative sources: postal service datasets, national address registries, and licensed geocoding data, each with licensing terms and fees. Personal identity verification adds heavy regulatory weight; business and address verification is the saner solo start.

  3. 3

    Validate with five integration conversations

    Talk to teams at e-commerce shops, delivery startups, and vertical SaaS in your target corner. Ask their bad-address costs (failed deliveries, chargebacks, support tickets) and what accuracy would be worth per thousand lookups.

  4. 4

    Build for the accuracy edge cases

    Standardization, validation against reference data, geocoding, and confidence scores, with AI-assisted matching for the messy inputs rule-based systems reject. Publish honest accuracy benchmarks on the hard cases; that is your entire pitch against the giants.

  5. 5

    Price per lookup with a free tier

    Verification commonly bills per lookup (fractions of a cent to a few cents) with monthly minimums, plus a free developer tier for integration testing. Excellent docs and drop-in code samples decide these evaluations.

  6. 6

    Commit to production-grade reliability

    Your API sits inside signup and checkout flows, so latency and uptime targets, a status page, and versioning discipline are contractual from customer one. Expect the first ten customers to take months; integrated verification then renews for years.

Prove it to yourself

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Your first move

Pick a verification corner the big providers handle badly, license or build the authoritative reference data for it, and sell per-lookup pricing with a free developer tier.

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