Matching and Insight
Optio’s matching engine explains every decision it makes. Each match is categorised by type, each gap is named precisely, and the reasoning behind every match and non-match is shown in full. The result is a more defensible hiring process and a continuously improving picture of the talent market you are operating in.
What are the three types of match Optio produces?
| Match Type | How It Is Identified | What Optio Does With It | Employer Benefit |
|---|---|---|---|
| Direct match | The candidate meets your role requirements and your offer aligns with their stated intent across salary, location, contract type, and other key variables. | Surfaces the candidate as a high-confidence match and presents the alignment evidence so you can move to conversation with confidence. | Faster time to shortlist. Every direct match comes with a clear rationale, making hiring decisions easier to defend and easier to act on. |
| Potential match | The candidate is well-suited to the role, but one element of your offer falls short of their stated intent. Optio identifies the exact gap, for example your salary is £2,000 below their stated minimum. | Flags the specific misalignment and presents the match alongside the precise gap, so you can decide whether to adjust your offer or move on. | Fuller market visibility. You see strong candidates you would otherwise miss, and you understand exactly what offer adjustment would unlock the conversation. |
| Development pathway match | The candidate’s current qualifications or experience falls slightly short of your requirements, but a funded training programme or structured development pathway could close the gap. | Surfaces the candidate alongside the specific gap and the pathway required to close it, rather than silently filtering them out of your results. | Access to a broader candidate market. These are motivated, near-ready candidates most systems exclude entirely, who can become strong long-term hires. |
Direct match: what this looks like in practice
In the engineering sector, a direct match typically means a qualified field engineer whose stated intent aligns with your offer on salary band, travel radius, and contract type. Optio surfaces these candidates from across the full market, including those who are employed and selectively open to opportunities, not just active jobseekers. The match evidence is shown in full, so your hiring team can move from identification to first conversation without second-guessing the data. This is what structured candidate intent intelligence makes possible at scale.
Potential match: what this looks like in practice
A facilities management employer recruiting a contract manager may find that a strong candidate’s salary expectation sits £3,000 above the advertised range. Optio flags this as a potential match, names the exact gap, and presents the candidate alongside it. Rather than losing that candidate to an invisible filter, the employer can make an informed commercial decision: adjust the offer, note the market signal, or move to the next match. Over time, these signals feed into your broader talent pool strategy and improve how your offer is positioned against market expectations.
Development pathway match: what this looks like in practice
In engineering recruitment, a development pathway match might be a mechanical technician with four of the five required competencies, where a recognised funded programme covers the remainder. Most applicant tracking systems filter this candidate out before a human ever sees them. Optio surfaces them with the gap clearly named and the pathway mapped, giving your team the option to invest in a near-ready hire rather than competing for a fully-qualified candidate who may have multiple offers. This approach is particularly effective when you are building an always-on talent pool in a skills-short market.
Why does explainability matter in recruitment matching?
Recruitment decisions that cannot be explained lead to poor outcomes. If you do not know why a candidate was matched, you cannot evaluate whether the match is right. If you do not know why a candidate was excluded, you might be missing your best hire.
Optio shows you the reasoning behind every match and every non-match. This makes hiring decisions more defensible, more consistent, and more effective over time.
What does the insight layer tell you about your talent market?
Beyond individual matches, Optio generates aggregated insight across your talent pool and the broader market. Over time, you can see how your offer compares to market expectations, how candidate priorities are shifting, and where your hiring strategy needs to evolve.
Frequently asked questions
How is Optio’s matching different from a standard CV search?
Standard CV search filters on keywords. Optio matches on structured intent data: what the candidate actually wants, what the employer is genuinely offering, and whether those two things align. Every match is categorised and every decision is explained, so you know exactly why a candidate appeared and why another did not.
What happens when my offer does not meet a candidate’s requirements?
Optio identifies the exact element that is misaligned and flags it as a potential match rather than a direct match. You can see the precise gap (salary, location, contract type, or another variable) and decide whether to adjust your offer or continue to the next match.
Can Optio surface candidates who need development before they are role-ready?
Yes. Development pathway matching identifies candidates whose experience falls slightly short of your requirements but who could become strong hires through a funded training programme or structured development pathway. These candidates are typically excluded by conventional filtering, but Optio shows them alongside the gap and the pathway to close it.
How does the insight layer help with longer-term hiring strategy?
The insight layer aggregates intelligence across your talent pool and the broader candidate market. Over time it shows you how your offer benchmarks against market expectations, how candidate priorities are shifting in your sectors, and where adjustments to your hiring strategy would improve match rates and reduce time to hire.