Resurface is a resume-scoring tool that evaluates resumes against job descriptions and returns a score from 0 to 100 with quoted evidence from the resume.
Why it matters
overview
Resurface is an AI resume-scoring tool that enables employers, staffing agencies, and recruiting software providers to evaluate resumes against job descriptions. It returns a score from 0 to 100 and quotes resume lines that support each verdict. Resurface is offered as a web product with usage-based scoring and integrations including Greenhouse, Ashby, and JobAdder.
features
Resurface evaluates resumes in relation to a supplied job description and returns both a numerical score and supporting text evidence. Its listed formats, integrations, and usage limit are specific to resume evaluation workflows.
use cases
Resurface is intended for organizations that screen resumes against job descriptions, including employers, staffing agencies, and providers of recruiting software.
how to use
Use Resurface to submit a resume and a job description for evaluation. The product lists PDF, DOCX, HTML, and TXT support and API documentation at https://getresurface.dev/docs.
pricing
Resurface uses usage-based pricing. The listed offer includes 50 free resume scores, followed by score packs: 100 for $10, 500 for $40, and 2,500 for $150. The 100-score pack works out to $0.10 per score; larger packs have lower listed per-score costs.
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Similar Tools
The supplied comparisons distinguish Resurface by its focus on resume scoring with quoted line-level evidence. Competitors differ in deployment model, breadth of recruitment functions, or emphasis on parsing and pipeline automation.
Runs as a self-hosted Python and FastAPI service using local or cloud LLMs to compute similarity scores and keyword matches between CVs and job descriptions.
You avoid third-party API costs and keep candidate data local, but you must host and maintain the infrastructure yourself and lose Resurface's pre-built line-by-line evidence attribution.
Provides a dedicated Resume/CV and Job Description Compatibility Scoring API endpoint that breaks down matching across skills, experience, and education with human-readable rationales.
SharpAPI provides broader HR automation endpoints and multi-format parsing out of the box, but it is a general workflow API rather than a hyper-focused screening tool tailored specifically to ATS line citation.
Offers developer-facing REST endpoints for scoring resume fit against job descriptions alongside automated job search and candidate outreach infrastructure.
LoopCV is built around end-to-end recruitment pipeline automation, whereas Resurface is strictly designed as an unbundled, lightweight grading engine that outputs granular justification snippets.
Extracts deeply structured resume data and ranks candidates against job descriptions using weighted semantic search and enterprise-grade field parsing.
Affinda delivers superior extraction precision on complex formatting and enterprise security, but it is significantly more complex and expensive to configure than Resurface's simple JD-versus-CV prompt score.
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