Desk Ledger

The problem in detail

These recruiters have no right-sized system for running a desk. Candidates, roles, clients, outreach status and commissions sit across spreadsheets, documents and disconnected tools, so they re-type candidate details by hand, improvise a new tracker for every role, and can't produce a trustworthy status or commission report. The result is fewer candidates contacted, follow-ups that quietly drop, and numbers they don't believe.

Proposed product

A single-desk tracker built around roles rather than a full applicant tracking system. Each role gets a pipeline with named stages; candidates are added by pasting a CV, profile text or email and letting the tool extract name, contact details, current title and salary into a record. Every candidate carries a next-action date, so the home screen is a daily chase list of who is overdue a call, submission or client nudge. Each role records the fee basis (percentage or flat), so placements roll up into a commission ledger showing billed, invoiced and paid. One button produces a client-ready status update per role and a weekly personal summary: candidates contacted, submissions, interviews, offers, projected fees.

Why now

This is largely a long-standing problem rather than a sudden shift: solo recruiters have improvised in spreadsheets for years. What the evidence does show is that the established agency ATS (Bullhorn, 1,225 G2 reviews) draws reviewer complaints about high pricing, that priced alternatives sit at $69–$85 per user per month, and that a vendor blog reports solo recruiters repeatedly asking communities which ATS fits a one-person desk because mainstream tools assume a team buyer.

Smallest useful version

A web app where a recruiter creates roles, pastes candidate details to create records with auto-extracted fields, moves them through stages with a required next-action date, and gets a daily overdue chase list plus a one-click per-role client status update and a simple commission ledger. No job board integrations, no email sync, no team permissions, no CRM.

Potential ways to charge

• Free desk — £0: one live role, up to 25 candidates, chase list and status update, to prove the paste-to-record flow (free tier typical for comparable tools)
• Solo — £19 per month: unlimited roles and candidates, chase list, client status updates, commission ledger (anchored well below the $69/user/month CATS and $85/user/month figures in the evidence, and near the ATZ CRM $12–$30/month band)
• Solo plus — £39 per month: branded client status updates, weekly personal summary email, CSV/accounts export of the commission ledger (anchored to the lower end of incumbent per-seat ATS pricing in the evidence)
• Small desk — £69 per month for up to three recruiters: separate desks, shared client list, combined fee reporting (anchored to the CATS $69/user/month price point in the evidence, offered here for a whole small team)

Routes to early customers

• Subreddits and forums where solo recruiters already ask which ATS to use — the vendor evidence says this question recurs there
• Users of free Excel/Google Sheets recruitment tracker templates and the Google Workspace 'Sheets as an ATS' add-on (158 installs): comment threads and template download pages
• Reviewers on Capterra/G2 who left pricing complaints about Bullhorn and similar agency ATS products
• Upwork recruiting and VA listings, where small recruiting operations are already paying humans for candidate coordination — approach the hiring recruiters directly

Main risks

• The riskiest assumption stands untested: recruiters fluent in spreadsheets may not move a live desk into a structured tool, since the substitutes in the evidence are free or near-free and infinitely flexible.
• Willingness to pay may anchor low — the evidence shows free templates, a $99 one-off Retool template and ATZ CRM around $12–$30/month.
• Category is dense: Recruit CRM (4.8/5 from 102 reviews, 90.7% small-business reviewers), Recruiterflow, Crelate-class tools, PCRM explicitly targeting 'solo recruiter or growing agency', and AI-native Spott all compete for the same buyer.
• The commission/status reporting pain — the strongest differentiator claimed — has no independent evidence at all; searches returned only explainer content about 15–33% fee percentages.
• Paste-to-record extraction must be near-perfect on messy CVs and email signatures; if the recruiter has to correct every field, the tool is slower than a spreadsheet row.

Questions to test first

• Show ten solo recruiters their own last CV pasted into a prototype extractor and time it against typing a spreadsheet row; record field-correction rate.
• Run a paid pilot: ask twenty recruiters for £19 upfront for a month before the ledger exists, to test price anchoring against free templates.
• Interview recruiters who currently run a spreadsheet desk about whether they trust their own commission numbers — the one claim the evidence cannot support either way.
• Post the client-ready status update mock-up in the solo-recruiter communities the vendor blog describes and measure requests for access.
• Contact recruiters hiring VAs on Upwork for 'scheduling, recruiting and client management' and ask what portion of that brief is pipeline admin.

Evidence and sources

The sources this assessment is based on. Evidence level: Indicative, counted from these sources as described in how ideas are assessed. Findings are what a source shows; anything the research only inferred is marked as an inference.

Research findings

• ContextMarketplace listings and template sites · 7 April 2023

  Shows: Existence of spreadsheet/DIY substitutes built specifically for this job

  A Google Workspace Marketplace add-on markets itself as converting Google Sheets into an ATS 'without the complexity of working with an expensive one' (158 installs, no reviews), and free Excel/Google Sheets recruitment tracker templates are actively published and commented on by users asking about capacity for ~1,000 candidates. A $99 Retool recruitment-tracker template is also sold as an affordable alternative to enterprise ATS. This confirms the spreadsheet-improvisation behaviour the idea describes, but also shows cheap substitutes already exist and that willingness to pay may anchor low.

• SupportsVendor blog aggregating Reddit threads

  Shows: Market-potential / problem-evidence aggregation of community demand for solo-recruiter tooling

  A vendor blog post (dated ~58 days before retrieval) states that independent and solo recruiters repeatedly ask Reddit which ATS/CRM to use, because mainstream ATS results assume a team buyer: per-seat pricing, admin permission tiers and features built around handing candidates between colleagues. This directly matches the candidate's framing that there is 'no right-sized system for running a desk'. Caveat: the source is a vendor with an interest in the claim, and it is a second-hand summary of community discussion rather than an independent class of evidence.

• SupportsSoftware review marketplace listing

  Shows: Product review / buyer-review aggregation of incumbent ATS

  Capterra's Bullhorn page (updated ~37 days before retrieval) summarises reviewer verdicts including negative points about high pricing; a linked Capterra review page carries a recruitment professional's comment that a full ATS alternative (Salesforce) was too expensive to customise for her needs. G2 shows 1,225 Bullhorn reviews, so the incumbent is well established. This is a genuine product-review-class signal that the dominant agency ATS is priced and scoped above a one-person desk — the gap Desk Ledger targets — though the reviews do not specifically evidence solo recruiters abandoning it for spreadsheets.

• Supports · inferenceFreelance marketplace category pages

  Shows: Job/freelance demand for manual candidate admin

  Upwork category pages show ~2,951 recruiting jobs and ~2,952 virtual-assistant jobs sampled, with listings seeking VAs to support 'scheduling, recruiting, and client management' and recruitment/candidate outreach. This is real evidence that small recruiting operations pay humans for coordination work. However, I did not surface an individual posting that explicitly pays someone to type CV details into a tracker or maintain a role pipeline, so the specific 'paid to do Desk Ledger's job by hand' claim remains an inference from category-level listings rather than an observed posting.

• Weakens the caseVendor and software-directory pages

  Shows: Competitive landscape — crowded ATS/recruitment-CRM category including SMB and low-price entrants

  Multiple vendor/directory results show a dense competitive field: Recruit CRM (90.7% small-business reviewers, 4.8/5 from 102 reviews), CATS at $69/user/month, Recruiterflow, Crelate-class tools, a Bullhorn-alternative roundup citing $85/user/month published pricing, PCRM explicitly marketing to 'solo recruiter or growing agency', ATZ CRM at roughly $12–$30/month, and AI-native entrant Spott. Differentiation for a role-centric single-desk tracker must therefore come from scope and workflow (daily chase list, commission ledger, one-click client update), not from being first.

Where the problem was reported

Public posts in which people described this problem, grouped into one problem before research began.

• Any simple way to save LinkedIn candidate profiles to a spreadsheet? · r/recruiting · 12 August 2026
• Software that Summarizes Candidates as a Report · r/recruiting · 3 August 2026
• solo/freelance recruiters - how do you actually run your desk day to day? · r/recruiting · 18 April 2026
• New to agency recruitment and I'm lost on commissions · r/recruiting · 9 March 2026
• Managing Candidate lists away from my company's ATS · r/recruiting · 20 January 2026
• I need a CRM more than I need an ATS · r/recruiting · 20 November 2025
• 🧐 ATS Dilemma: Zoho Recruit vs. Manatal for a Small Business (High Turnover!) - Need User Feedback! · r/recruiting · 13 November 2025
• Best way to export LinkedIn profiles without a full Recruiter seat? · r/recruiting · 19 July 2025

Looked for, not found

• No keyword-volume source (e.g. Google Trends, Ahrefs/Semrush export) for terms like 'ATS for solo recruiters' or 'recruiter commission tracker' appeared in results, and searches for recruiter commission-tracking pain returned only industry explainer content about commission percentages (typically 15–33% of first-year salary) rather than complaints or issue-tracker items. The specific pain of untrustworthy commission/status reporting on a solo desk is therefore currently unknown — unverified by any independent, non-community source.