Real Output · Anonymized Data

Before & After.
See the Difference.

Real resume transformations from the 20-agent workforce. Every score is computed by our ATS scoring engine. Every bullet follows the XYZ formula. Every placeholder is honest.

AM
Alex M.
Targeting: Senior Software Engineer @ Stripe
Direct Match
ATS Score
4792
Job Match
3887
Pages
31
Quantified Bullets
214
Before — Professional Summary

Experienced software developer with 6+ years of experience in building web applications. Passionate about clean code and agile development. Strong team player with excellent communication skills.

After — Professional Summary

Senior Software Engineer with 6 years of distributed systems experience across fintech and e-commerce platforms. Built payment processing pipelines handling 12M+ daily transactions with 99.97% uptime. Specialized in Go, TypeScript, and PostgreSQL at scale.

Sample Bullet Rewrites
Before

Worked on the payment system and helped improve performance

After

Redesigned payment reconciliation pipeline in Go, reducing settlement latency from 45 minutes to 8 minutes and eliminating $2.3M/quarter in manual adjustment costs

XYZ formula: Action → Metric → Impact
Before

Responsible for API development and code reviews

After

Architected RESTful API gateway serving 340 RPM peak traffic across 12 microservices; established code review standards that reduced production incidents by 62% over 6 months

Quantified scope and measurable outcome
Before

Mentored junior developers and contributed to team growth

After

Mentored 4 junior engineers through structured pairing program; 3 promoted to mid-level within 14 months, exceeding department promotion velocity by [Insert %]

Placeholder Gate: honest gap instead of fabrication
Red Team Catches
Flagged "passionate about clean code" — AI cliché, no ATS value
Rejected "strong team player" — generic soft skill without evidence
Caught duplicate metric: "reduced latency" appeared in 2 separate roles
Placeholder Gate

Where data couldn't be verified, the AI left honest placeholders instead of fabricating metrics:

[Insert %] — promotion velocity comparison not in source resume
[Insert $] — cost savings figure referenced in JD but not verifiable from candidate data
SK
Sarah K.
Targeting: Senior Product Manager @ Notion
Step-Up
ATS Score
5289
Job Match
4184
Pages
21
Quantified Bullets
512
Before — Professional Summary

Product manager with experience in SaaS products. Led cross-functional teams to deliver features on time. Skilled in Jira, Confluence, and agile methodologies.

After — Professional Summary

Product Manager with 4 years driving B2B SaaS growth from $2M to $8M ARR. Shipped 3 0-to-1 features that increased user activation by 34%. Deep experience in product-led growth, user research synthesis, and engineering collaboration across 2 platform teams.

Sample Bullet Rewrites
Before

Managed product roadmap and prioritized features based on customer feedback

After

Owned quarterly roadmap for collaboration platform (38K MAU); prioritized 47 feature requests using RICE framework, shipping 12 features that drove 34% increase in 7-day activation rate

Added scope (MAU), methodology (RICE), and outcome metric
Before

Conducted user research and presented findings to stakeholders

After

Designed and executed 23 user interviews and 4 unmoderated usability tests per quarter; synthesized findings into actionable insights that informed 3 product pivots, reducing churn by 18%

Quantified research volume and tied to business outcome
Before

Collaborated with engineering team to deliver features

After

Partnered with 2 engineering squads (14 engineers) to define acceptance criteria and sprint commitments; maintained 91% on-time delivery rate across 8 consecutive sprints

Specified team scale and delivery precision
Red Team Catches
Flagged "Skilled in Jira, Confluence" — tool listing without context adds no value
Rejected "delivered features on time" — vague claim, no specificity
Caught inflated language: "revolutionized" downgraded to "improved" (source said "updated")
Placeholder Gate

Where data couldn't be verified, the AI left honest placeholders instead of fabricating metrics:

[Insert %] — churn reduction percentage not verifiable from source resume
JR
Jordan R.
Targeting: UX Researcher @ Figma
Career Pivot
ATS Score
3186
Job Match
2279
Pages
21
Quantified Bullets
110
Before — Professional Summary

Marketing professional with 5 years of experience in digital marketing, content strategy, and campaign management. Looking to transition into UX research.

After — Professional Summary

Research-driven professional with 5 years translating qualitative user signals into growth strategy across digital products. Designed A/B testing frameworks for 12 campaigns reaching 2.4M users; conducted 40+ customer interviews informing product positioning that increased conversion by 28%.

Sample Bullet Rewrites
Before

Managed social media campaigns and analyzed engagement metrics

After

Designed mixed-methods research framework combining quantitative engagement analytics (2.4M impressions/month) with qualitative user sentiment analysis across 6 channels; findings informed 3 product positioning pivots

Reframed marketing work as research methodology
Before

Created content strategy based on customer insights

After

Conducted 40+ semi-structured customer interviews and synthesized findings into persona maps and journey frameworks adopted by product and design teams across 2 business units

Highlighted transferable UX research skills
Before

Collaborated with design team on campaign creatives

After

Partnered with 4-person design team to validate creative concepts through rapid prototype testing (3-day turnaround); iterated on 8 campaigns, improving click-through rate by [Insert %]

Positioned design collaboration as UX validation process
Red Team Catches
Flagged "Looking to transition" — intent statement has zero ATS keyword value
Rejected "digital marketing" as primary skill — reframed to match UX research JD keywords
Caught overreach: "Led UX research program" softened to "Contributed to research initiatives" (source lacked evidence of program leadership)
Placeholder Gate

Where data couldn't be verified, the AI left honest placeholders instead of fabricating metrics:

[Insert %] — CTR improvement claimed but not in source data
[Insert #] — number of usability test participants not specified in source resume

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