Benchmark range
Lower bound: 0.25 hours. Median value: 0.33 hours. Upper bound: 0.5 hours.
Measurement period: per prospect brief produced.
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ROI benchmark
A conservative benchmark of 15-30 minutes saved per prospect brief, median 20 minutes. The estimate assumes manual work includes confirming who the person is, reading the company's own material, finding recent developments, forming an angle, and drafting an opener; the skill compresses the retrieval and drafting portion while the buyer still verifies the sources and edits the message before sending.
Lower bound
0.25 hours
Median value
0.33 hours
Upper bound
0.5 hours
Reviewed by the Case Ledger Editorial Team6 cited sources
Lower bound: 0.25 hours. Median value: 0.33 hours. Upper bound: 0.5 hours.
Measurement period: per prospect brief produced.
Anchored on the only per-account research figure found in published work: InsideSales measured 19.0 minutes of research per account for sales development reps, up 19.1% year on year. Salesforce independently places prospect research at 9.3% of a rep's week within an overall 28% selling-time split, which is consistent with that order of magnitude. The published range is set at 15-30 minutes with a 20-minute median so it does not exceed the one measured per-account figure by more than the opener-drafting work the skill also absorbs, and so it leaves room for the verification pass the buyer must still perform. Hunter's 31-million-email and Gong's 85-million-email analyses are used only to establish that researched personalisation is associated with higher reply rates - no reply-rate or pipeline claim is made in the benchmark. LinkedIn's findings on 70% annual CRM data decay and 86% of sellers losing deals to stakeholder departures size the accuracy risk that the skill's gated identity resolution addresses; neither is treated as a time saving. CaseLedger deliberately publishes a per-brief figure rather than a weekly or per-rep figure, because per-brief is the only unit any source measures.
Cited sources: 6. Measurement period: per prospect brief produced.
LinkedIn Sales Solutions
LinkedIn Sales Solutions reports that 70% of CRM data goes obsolete annually.
Gong
Gong's analysis of 85 million emails reports company-based personalisation reached a 9% direct reply rate against a 2% baseline, and that personalised emails generated five times more booked meetings.
Hunter
Hunter's analysis of 31 million emails found bodies carrying two custom attributes reached a 5.6% reply rate versus 3.6% for non-personalised emails, and manually edited emails outperformed fully automated ones 5.2% to 4.4%.
InsideSales
InsideSales found sales development reps spend an average of 19.0 minutes researching a single account, up 19.1% from 15.9 minutes the previous year.
LinkedIn Sales Solutions
LinkedIn Sales Solutions reports 86% of sellers saw deals lost or stalled in the prior 12 months because a key stakeholder left a client or prospect company.
Salesforce
Salesforce reports sales reps spend only 28% of the average week selling, with prospect research accounting for 9.3% of their time and manual data entry a further 8.8%.
Explore Use Case
Save an estimated 15-30 minutes per prospect brief, with every claim carrying a source link and a date
Explore Use Case
Save an estimated 15-30 minutes per prospect brief, with every claim carrying a source link and a date
Explore Use Case
Save an estimated 15-30 minutes per prospect brief, with every claim carrying a source link and a date
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