How much time should you spend researching a prospect before you reach out?
About three minutes for most prospects, and up to 15 for the few accounts you most want. That's our recommendation, not a study: we found no research that links minutes of research to reply rates. The goal isn't a dossier. It's one fact about their company or role that connects to the problem you solve, so your first line shows why you wrote to them and not to someone else.
Updated
Why research at all?
Because buyers punish irrelevance. In a Gartner survey of 632 B2B buyers, run in August and September 2024 and published in June 2025, 73% said they actively avoid suppliers that send them outreach that doesn't apply to them. In our view, a first line that could go to anyone is the usual cause.
There are limits to that. We found no study that says how much research raises replies, and the advice you'll see online ranges widely. One practitioner article, by Jeb Blount at Sales Gravy, recommends keeping research before a first call to two or three minutes per prospect. Our figure is in the same range, but it's a judgment, so test it on your own lists.
What should three minutes include?
A time-boxed checklist. Our version, with minutes you can adjust:
| Step | Time | What to look for |
|---|---|---|
| 1. Your CRM or inbox | 30 sec | Have you contacted this person or company before? Any open deal? |
| 2. Their profile | 60 sec | Role, how long they've held it, anything they posted recently |
| 3. Their company site and news | 60 sec | What they sell, who to, a recent launch, hire or announcement |
| 4. Pick one fact | 30 sec | The one detail tied to your offer, and write it down as the first line |
If you find nothing useful at the three-minute mark, stop and use your segment-level message instead. A forced detail ("I loved your latest post") is worse than none.
Which facts are worth picking? In our view, changes at the company work best: a new executive, a funding round or a hiring push. Our page on sales trigger events lists six and how to spot them for free. For finding who to write to, see how to find the decision maker.
How much time does it cost per month?
Our math, using our house plan of about 504 new prospects a month for one rep (4 inboxes × 30 sends a day × 21 days ÷ 5 touches):
| Minutes per prospect | Total per month | Per sending day |
|---|---|---|
| 1 | 504 min, 8.4 hours | about 24 min |
| 3 | 1,512 min, 25.2 hours | about 72 min |
| 10 | 5,040 min, 84 hours | 4 hours |
| 15 | 7,560 min, 126 hours | 6 hours |
Research at 10 minutes each takes about half of a working month for one rep, before writing, sending or following up. That's why we split prospects into tiers.
How do you split prospects into tiers?
Our scheme, which you can adjust:
| Tier | Which accounts | Research budget | What you do with it |
|---|---|---|---|
| 1 | The 5 to 10% you most want: best fit, biggest potential or a live trigger | Up to 15 min | Custom first line, a look at their buying group, maybe a second channel |
| 2 | The next group that match your ideal customer profile | About 3 min | One specific first line |
| 3 | Everything else on the list | 0 to 1 min | Segment message with variables for name, company and role |
An example, invented for illustration, for 504 prospects a month: 25 in tier 1 at 15 minutes (375 min), 180 in tier 2 at 3 minutes (540 min) and 299 in tier 3 at 1 minute (299 min). That's 1,214 minutes, about 20 hours, or roughly 2.4 minutes per prospect on average (our math). If the list is the problem, fix that first; see the best B2B contact data provider.
How do you find research fast and for free?
- Google Alerts emails you when new results appear for a company name plus words like "raises" or "appoints", per Google's help page.
- SEC EDGAR has filings from public companies, free to search, per the SEC.
- The company's own site, especially the news, careers and customer pages.
For paid tools that pull this into a spreadsheet, see what Clay is. The research should feed a short email; for the structure, see cold emails that work.
How would you test how much research is worth it?
Split a list into two groups at random: one with a three-minute custom first line, one with a segment-level first line. Send the same offer. Our math, using the standard two-proportion test at 95% confidence and 80% power: to detect a jump from a 3.43% reply rate (the average reply rate on Instantly's platform in its 2026 report, vendor data) to double it, you need about 650 sends per group, or 1,300 in total. At one rep's 2,520 emails a month that's about half a month of sending (our math), so let the test reach that size before you pick a winner. The method is in how to A/B test cold emails.
When should you skip each step?
- Manual research on tier 3 lists: skip it. On a uniform audience, a segment message written for the whole list is, in our view, the better use of time, and researching all 504 prospects at three minutes each would cost about 25 hours a month (our math).
- The profile deep-dive: skip it for contacts with empty or outdated profiles. Go to the company's site instead.
- Forcing a personal detail: skip it when nothing relevant turns up. A flattering line about something unrelated reads as automated.
- 15-minute research: skip it for accounts you wouldn't be thrilled to win. Save it for tier 1.
- Researching before verifying the contact: skip it. Check the address first; see the best email verification tool.
See also: Re-open Kit: What to Send When a Prospect Goes Quiet After a Proposal; What Should You Send When a Prospect Ghosts After a Proposal?; How do you research an account in five minutes with AI?
The sending days, sends per inbox, inboxes per rep and touches per contact on this page are our house assumptions, with one line on why we use each.
Sources
Research and vendor pages accessed October 1, 2026.
- Gartner press release, June 25, 2025: https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-sales-survey-finds-61-percent-of-b2b-buyers-prefer-a-rep-free-buying-experience
- Sales Gravy (Jeb Blount), How Much Research Preparation Should You Do Before a Cold Call (Ask Jeb): https://salesgravy.com/how-much-research-should-you-do-before-a-cold-call-ask-jeb/
- Google Alerts help: https://support.google.com/websearch/answer/4815696
- SEC, Accessing EDGAR data: https://www.sec.gov/search-filings/edgar-search-assistance/accessing-edgar-data
- Instantly, Cold Email Benchmark Report 2026 (vendor data): https://instantly.ai/cold-email-benchmark-report-2026