Sample Audit

This is what a real HireScope audit looks like.

A fictional but realistic job posting analyzed end-to-end — scores, conversion friction, platform-specific optimization, and a side-by-side optimized rewrite.

58
/100
Overall Posting Score

Customer Success Manager

Customer Success ManagerRemote · United States

A capable posting with a strong company narrative, but it under-performs on conversion. The title is generic, salary is missing, and the requirements list reads like a wish list — all major drivers of applicant drop-off.

Top actions
  1. 1.Add a salary range (postings with pay convert 2-3x better)
  2. 2.Tighten the title with seniority + product context
  3. 3.Cut the requirements list from 14 bullets to 6 must-haves
  4. 4.Replace the gated multi-step apply with a single-page form
SEO & Searchability
64

The posting uses some of the right wording, but the title is too generic to stand out when candidates search. Add a specialty signal (SaaS / B2B / Enterprise) and a seniority cue.

Better title options
Senior Customer Success Manager (SaaS · Remote, US)
Strategic CSM — Enterprise SaaS · Remote
Customer Success Manager, Enterprise (Remote · US)
Keywords present
Customer Success
Remote
Gainsight
Salesforce
SaaS
Missing keywords
Enterprise
CSM
B2B
Retention
Account Management
Onboarding
Strengths
  • Includes 'remote' early in the title
  • Mentions tools candidates search for (Gainsight, Salesforce)
  • Clear section headings that are easy to scan
Issues
  • Title doesn't say the seniority or what kind of product the team sells
  • Location is only listed as 'Remote' with no country — candidates filter by country
  • Missing common terms candidates actually type, like 'CSM' or 'Account Manager'
Recommendations
  • Add a seniority word (Senior, Lead, Strategic) so the right candidates self-select
  • Include 'SaaS' or 'B2B' so candidates searching for that experience can find this role
  • Add 'CSM' in parentheses so candidates who search the acronym don't miss it
Content & Inclusivity
71

Tone is warm and the mission paragraph is strong, but the posting runs long and a few phrases narrow the candidate pool unnecessarily.

Readability: Grade 14 (College)
Flagged phrases
rockstar CSMhigh-performing CSM
aggressive growth targetsambitious growth targets
Strengths
  • Clear company mission in the opening paragraph
  • Benefits section is concrete and specific
  • Plain language, minimal jargon
Issues
  • Reads at a college level — too dense for candidates skimming on their phone
  • Uses 'rockstar' and 'aggressive', which can discourage qualified candidates from applying
  • There's no 'day in the life' section, so candidates can't picture the role
Recommendations
  • Break 4+ line paragraphs into bullets
  • Add a 'What your week looks like' section
  • Replace charged adjectives with skill-based language
Conversion & CTA
49

Drop-off is the biggest problem here. No pay range, a long must-have list, and a cover letter requirement — each one cuts qualified applicants roughly in half.

CTA quality
Clear
Must-haves
14
Nice-to-haves
0
Strengths
  • Clear 'Apply now' button above the fold
Issues
  • No pay range — candidates often skip postings without compensation info
  • 14 must-have requirements (4–6 is the sweet spot for applicant volume)
  • Apply flow requires a cover letter plus 3 long-form answers
  • No mention of timeline or what the interview process looks like
Recommendations
  • Publish a pay range, even a wide one — it dramatically lifts qualified applications
  • Split requirements into 'You have' (6 must-haves) and 'Bonus' (nice-to-haves)
  • Make cover letter optional and remove the long-form questions
  • Add a 'What to expect' paragraph with timeline
Market Insights
55

Competing employers at this level publish pay and lead with outcomes (retention %, NRR, book size). This posting reads more like a job description than a pitch to the candidate.

Salary benchmark
$95k – $130k base + 20% variable (US market median)
Demand signal
HIGH
Competitor angles
Published pay band
Named book size / NRR target
Career path to Director of CS
Async-first work norms
How to differentiate
  • Show the first 90-day plan
  • Quantify autonomy: portfolio size, ICP, executive access
  • Name the CRO / VP CS by title — strong leadership signals attract better candidates
Strengths
  • Names well-known customers as social proof
Issues
  • No pay transparency — about 78% of comparable postings now show a range
  • Doesn't quantify the book of business
  • Generic 'fast-paced startup' language
Recommendations
  • Lead with book size, segment, and NRR target
  • Quote a current CSM about a specific win
  • Replace 'fast-paced' with concrete details about pace and workload

Platform-Specific Optimization

How this posting performs on the platforms that matter most for sourcing.

Indeed
54
Needs Work

Why it matters: Indeed favors postings with clear pay, searchable titles, and a fast apply flow. Each missing piece pushes this role lower in candidate search results.

Key issues
  • No pay range — Indeed shows a 'Salary not disclosed' badge that lowers candidate clicks
  • Title is missing 'Senior', so it doesn't match the most common candidate search
  • Apply flow is multi-step, which blocks Indeed's one-click Easy Apply
Recommendations
  • Turn on Indeed Easy Apply with a single-page form to reduce drop-off
  • Fill in Indeed's pay field directly, not just in the body text
  • Lead the title with 'Senior Customer Success Manager (Remote)'
Optimized version

Senior Customer Success Manager (Remote, US) — $115k-$135k + bonus | Enterprise SaaS

LinkedIn
68
Needs Work

Why it matters: LinkedIn shows this role to candidates whose profiles match the title and skills you list. A vague title shrinks the audience and the quality of matches.

Key issues
  • Title is missing the seniority word LinkedIn matches against candidate headlines
  • Body doesn't list the 5–7 skills LinkedIn uses to surface qualified candidates
  • Benefits aren't listed in LinkedIn's benefits section, so candidates can't filter for them
Recommendations
  • Weave 'Enterprise', 'SaaS', 'Renewal' and 'NRR' into the body so candidates with that experience are matched
  • Add at least 6 skills to the posting (CSM, Account Management, Gainsight, etc.)
  • Fill in LinkedIn's benefits and remote work options
Optimized version

Open with: 'Senior CSM owning a $4M enterprise SaaS book — renewal, expansion, exec relationships. Gainsight, Salesforce, and a quarterly off-site.'

Google for Jobs / Web SEO
47
High Risk

Why it matters: Google for Jobs needs clear pay, location, and employment type to feature a role in its job results. Without those details, this posting won't show up to candidates searching on Google.

Key issues
  • Key job details (pay, employment type, hours) are missing or unclear
  • Pay isn't listed, so the role won't appear when candidates filter by salary
  • Location is only 'Remote' with no country, so location-based searches won't match
Recommendations
  • Add the pay range, employer name, and employment type as clear, standalone details
  • Mark the role as remote and specify which country candidates can work from
  • Show when the role was posted and a closing date so it doesn't look stale
Optimized version

Add a clear 'Pay: $115,000–$135,000 USD / year · Full-time · Remote (United States)' block near the top of the posting.

Best Platform Strategy
Strongest: LinkedIn
Weakest: Google for Jobs
Adapt per platform
Fix first: Add a clear pay range and the basic job details (employment type, location, hours) — it lifts visibility on every platform at once.

LinkedIn is already close — just add the seniority cue and the right skills. Indeed needs Easy Apply and a pay range. Google needs the basic job details before it will surface the role at all — that's the highest-impact fix.

Before vs Optimized Version

See what changes when AI-generated optimizations are applied to this posting.

Original
58
Optimized
84
+26 points
Original · Title clarity

Customer Success Manager

Issue: Generic, missing seniority and product category

Optimized · Title clarity

Senior Customer Success Manager — Enterprise SaaS (Remote, US)

Improvement: Adds seniority, segment, and location anchor

Original · Salary transparency

Competitive compensation package.

Issue: Without a real pay range, many candidates skip the posting entirely

Optimized · Salary transparency

Base $115k-$135k + 20% variable + equity

Improvement: Real numbers — qualifies the role for candidates filtering by pay

Original · Requirements

14 bullets, all marked required (degree, 7+ years, cover letter, etc.)

Issue: Long must-have lists discourage qualified candidates from applying

Optimized · Requirements

6 must-haves under 'You have' + 4 'Bonus' items

Improvement: Less friction and a broader pool of qualified applicants

Original · Call to action

Submit your application along with a tailored cover letter.

Issue: Cover letter requirement + no timeline expectation

Optimized · Call to action

Apply with a resume — no cover letter required. We respond within 5 business days.

Improvement: Removes friction and sets a clear expectation

Original · Structure & readability

Three dense 6-line paragraphs describing day-to-day work

Issue: Grade 14 reading level — most applicants skim, not read

Optimized · Structure & readability

Scannable bullets under 'What your week looks like'

Improvement: Scannable in under 30 seconds on mobile

Suggested rewrite
Title
Senior Customer Success Manager — Enterprise SaaS (Remote, US)
Intro

We're hiring a Senior CSM to own a $4M book of mid-market and enterprise SaaS customers. You'll be the strategic partner for 20-25 accounts, owning renewal, expansion, and executive relationships. Base $115k-$135k + 20% variable, fully remote in the US, with quarterly team off-sites. Apply with a resume — no cover letter required.

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