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We Built the Wrong Solution to the Right Problem

We started by helping people apply faster. We eventually realized that the real problem was helping people understand where they stood before they applied.

Andres Echeverria

Founder

May 31, 2026 · 8 min read

We Built the Wrong Solution to the Right Problem


For more than a year, I thought one of the hardest parts of building Oppli was helping people apply faster.


I spent months on job discovery, candidate matching, resume handling, and trying to reduce the repetitive work around applications, only to keep running into the same deeper issue.


Eventually, I realized I was solving the wrong part of the problem.


People did not only need a faster way to apply.


They needed to understand why they were applying, whether the role made sense for them, what was hurting their chances, and what they should improve before submitting another application into the same system.


The original assumption


The original version of Oppli was based on a reasonable assumption:


Job searching takes too much time, so the product should reduce the amount of work required.


That led to features focused on:


  • Job discovery.
  • Candidate matching.
  • Resume processing.
  • Tools meant to reduce repetitive application work.
  • Cover-letter generation.
  • Application tracking.
  • A swipe-based interface for reviewing jobs.

  • The product was becoming more capable.


    But the central question was becoming less convincing.


    Would applying faster actually help someone get better results?


    Sometimes, yes.


    But not always.


    The deeper problem


    Imagine that someone has applied to sixty software roles and received no interviews.


    What should they do next?


    Apply to sixty more?


    Rewrite their resume?


    Change their target title?


    Learn another programming language?


    Build a project?


    Ask for referrals?


    Move to another city?


    The person may have enough experience but be presenting it poorly. They may be targeting roles above their current level. They may have strong general experience but lack evidence in one important area. They may be applying to a shrinking segment of the market.


    Without understanding the cause, every next step is a guess.


    That is the real problem Oppli needed to address.


    What we decided to change


    We stopped treating application volume as the center of the product.


    Instead, Oppli began evolving into a career-positioning assistant.


    The new direction focuses on helping users answer questions such as:


  • What roles does my current experience support?
  • What does my resume actually prove?
  • What important skills or evidence are missing?
  • Why might employers misunderstand my background?
  • Is my target role realistic?
  • What should I improve first?
  • What actions would create the strongest career progress?

  • Applications still matter.


    Jobs still matter.


    Resumes still matter.


    But they now exist inside a larger system designed to help the user make informed decisions.


    What we kept


    The pivot did not mean throwing away everything we had built.


    Much of the original system remained valuable:


  • Resume parsing.
  • Structured candidate profiles.
  • Job and market data.
  • Skill matching.
  • User preferences.
  • Document generation.
  • Job tracking.
  • Backend infrastructure.
  • Mobile onboarding.

  • The difference was how those systems would be used.


    Before, the profile mainly existed to find jobs and process applications.


    Now, the profile could become the foundation for understanding a person's career position.


    The same raw materials could support a much better product.


    What Oppli is becoming


    The new Oppli is designed to provide a clear assessment of a user's current position and a guided path toward a target.


    That includes:


  • A Career Read explaining strengths, gaps, and positioning.
  • An Honest Read that avoids vague encouragement.
  • A career goal connected to concrete requirements.
  • A roadmap of skills, projects, and evidence.
  • Resume tools that reflect the user's actual strategy.
  • Job insights that explain why opportunities fit or do not fit.
  • Market intelligence that helps users avoid making decisions in isolation.

  • The product is no longer built around the idea that people need to send more applications.


    It is built around the idea that people need better information before deciding what to do next.


    The lesson


    It is difficult to admit that a product's original direction is incomplete, especially after investing so much time into it.


    But continuing in the wrong direction simply to protect previous work would have been worse.


    The original Oppli was not a complete failure.


    It was how we learned what the real product needed to become.


    We started by trying to make the job search faster.


    Now we are building something intended to make it clearer.

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