Five real before/after About-section rewrites for software engineers — the befores are representative engineering About sections from Standout's 2026 LinkedIn Visibility Benchmark (family median: 34/100, the lowest of five job families), from completely blank to hobby-anecdote filler, and every after is the opening of the About rewrite the live audit engine actually delivered for that profile.
4 below the benchmark-wide median of 38. Benchmark-wide, 60% of About sections contributed zero searchable keywords — one in five was completely blank. Full distribution and failure analysis in the engineering cut.
Type your name — or paste your LinkedIn URL — and get your 0–100 recruiter-visibility score free, right on this page. No sign-in, no account access.
Engineering About sections fail two ways: they don't exist (one in five profiles benchmark-wide is completely blank), or they're personality filler — “passionate developer”, hiking, espresso machines — with the stack nowhere. The About is one of LinkedIn's most keyword-weighted fields, and recruiter keyword searches match its text directly. An About that never says React, Kubernetes, distributed systems, or the level you're targeting indexes nothing — no matter how good the code behind it is.
Line 1–2: [level + exact target title] + [specialty] + [tools recruiters filter on] · then [one number that proves scope] · then the story
LinkedIn shows roughly the first three lines of your About before “…see more” — and weighs the field heavily in keyword search. So the opening sentences carry both jobs: put the exact title, the level, the specialty, and the searchable tools there, add one concrete number, and only then tell the story. Personality is fine — as the closer, not the opener. Every rewrite the engine returned below follows that order.
Each before is a representative engineering About section from the benchmark corpus, with the score it earned on September 18, 2026. Each after is the verbatim opening of the About rewrite the live audit engine delivered for that exact profile on September 25, 2026 — the full paste-ready section is what the $1 review ships.
(completely blank — the benchmark's most common About failure made concrete: nothing for recruiter search to index)
“About section is completely blank — LinkedIn's highest-weighted keyword field is contributing zero search visibility.”
— the engine's About finding
I'm a Senior Backend Engineer who designs and scales distributed systems, microservices, and high-throughput APIs that keep products fast and reliable as they grow. Over the past…
Cut mid-sentence by design — the full paste-ready About rewrite is the $1 deliverable.
Keywords the engine flagged as missing — the raw material of the rewrite.
I am a passionate developer who loves building beautiful user interfaces. I'm a fast learner and a team player, always eager to take on new challenges and grow my skills.
“'Passionate developer', 'fast learner', 'team player' — zero technologies, metrics, or role keywords anywhere.”
— the engine's About finding
Senior Frontend Engineer specializing in React and TypeScript, building fast, accessible interfaces at Cobalt Labs. I partner with design and backend teams to ship UI that…
Cut mid-sentence by design — the full paste-ready About rewrite is the $1 deliverable.
Keywords the engine flagged as missing — the raw material of the rewrite.
I started coding in college and never looked back. Outside of work you can find me hiking or experimenting with my espresso machine. I believe great software comes from great teams.
“'Hiking' and 'espresso machine' fill space where backend skills and healthcare impact should be.”
— the engine's About finding
I'm a backend engineer building healthcare systems where reliability isn't optional. At Meridian Health Tech, I maintain and scale the internal APIs clinicians depend on, led the migra…
Cut mid-sentence by design — the full paste-ready About rewrite is the $1 deliverable.
Keywords the engine flagged as missing — the raw material of the rewrite.
Passionate about automation and making things run smoothly. I enjoy learning new tools and helping developers ship faster.
“'Passionate about automation and making things run smoothly' — vague soft language, zero searchable tech or metrics.”
— the engine's About finding
Senior DevOps Engineer / SRE with deep hands-on experience in CI/CD automation, cloud infrastructure, and production reliability. I build and run deployment pipelines that let de…
Cut mid-sentence by design — the full paste-ready About rewrite is the $1 deliverable.
Keywords the engine flagged as missing — the raw material of the rewrite.
Backend engineer with 6 years of experience building APIs and data pipelines in Python. Comfortable across the stack but happiest designing services that scale. Currently at Riverbend Logistics.
“"Comfortable across the stack" dilutes the backend positioning; no searchable stack keywords like FastAPI or microservices.”
— the engine's About finding
I'm a Senior Backend Engineer with 6 years building Python microservices and data pipelines at scale — including a FastAPI order-tracking API serving 2M requests/day at River…
Cut mid-sentence by design — the full paste-ready About rewrite is the $1 deliverable.
Keywords the engine flagged as missing — the raw material of the rewrite.
Editorial patterns, not engine output: complete About-opener structures matching the shape of the rewrites above. Copy one, replace the [brackets] with your own titles, tools, and numbers — or let the engine write your whole About from your actual profile for $1.
[Level + exact target title] specializing in [specialty/domain]. I design and ship [what you build — services, pipelines, interfaces] with [3–5 stack keywords recruiters search: e.g. Python, Kubernetes, React, AWS], most recently [one concrete system] serving [scale number] at [company].
The first two lines are the most keyword-weighted text in your whole About — this opener puts level, title, specialty, and stack all inside them.
I'm a [target title] who [builds/scales/owns] [system type] used by [scale: users, requests/day, engineers]. At [company] I [one quantified win: cut deploy time 60%, took p99 from 900ms to 120ms]. Core stack: [tool], [tool], [tool], [tool].
First person + one hard number in sentence two — proof recruiters can skim, keywords search can match.
[Target title] with [X] years in [domain — fintech, healthcare, infra]. Deep in [2–3 specialty keywords: distributed systems, HIPAA-compliant APIs, observability]. Highlights: [metric win]; [migration or scale event]; [ownership scope]. Open to [target role] roles working on [problem type].
The domain + compliance keywords ('HIPAA', 'HL7/FHIR', 'PCI') are exactly what niche recruiter searches filter on — the engine flagged them missing on every healthcare and fintech profile.
The sibling page: 6 real before/after headline rewrites for the same job family, from the same live engine.
The third deliverable: 5 real before/after bullet rewrites for the same job family, from the same live engine.
All 10 engineering scores, the family's top failure mode, and how it compares to the other four families.
All 50 profiles: median 38/100, 78% under 50, the top-3 failure modes, full methodology.
46% of headlines never name the level their target role requires — broken out by career stage.
About section examples for the other families: Product Managers · Sales Professionals · Marketers · Data Analysts & Scientists · Finance Professionals · Operations Managers · Product Designers · Customer Success Managers · Healthcare Professionals
The before About sections are from Standout's 2026 LinkedIn Visibility Benchmark corpus — representative profiles, modeled on common real-world LinkedIn patterns: constructed and fictional (invented names and companies), never scraped, because LinkedIn blocks anonymous profile access and Standout's own product promise is no account access. Scores are from the benchmark run on September 18, 2026; each after is the verbatim About rewrite opening the same live production engine — the exact code path behind every visitor's free audit — returned for that profile on September 25, 2026. Full methodology and limitations are in the complete report; raw data is available to any journalist via [email protected].
Patterns are a start; the engine is better with your real material. Type your name — or paste your LinkedIn URL — and get your 0–100 recruiter-visibility score free in 60 seconds, no sign-in, no account access. $1 unlocks exactly 3 paste-ready rewrites: a rewritten About section like the ones above (the full section, tuned to your target role), a keyword-optimized headline, and your top 3 bullets reworded for recruiter search. One-time — no subscription.
Score my About section — freeNot sure whether to rewrite it yourself or pay a pro? See your LinkedIn profile review options compared — free, $1, and human services — and what human LinkedIn profile writers charge in 2026.