Score every B2B lead before sales touches it, or your reps will spend prime selling time chasing ghosts.
TLDR: Use a simple 100-point lead score built from fit, intent, pain, authority, timing, and deal size. Send only leads above 70 to sales. Warm up leads between 40 and 69. Recycle anything below 40. Example: a 62-person SaaS company used this model and cut bad demo calls by 31% in 60 days. Its meeting-to-opportunity rate rose from 18% to 27%.
Why lead scoring matters
Sales teams do not need more leads. They need better leads.
A “lead” can mean almost anything. Someone downloaded a guide. Someone clicked an ad. Someone watched 12 seconds of a webinar while eating cereal. Great. But should sales call them?
Not always.
That is where a Sales Lead Evaluation Framework helps. It gives marketing and sales one shared rulebook. No guessing. No drama. No “this lead felt hot” nonsense.
The goal is simple. Find the best B2B opportunities before sales burns time on them.
The 100-point lead score
Keep it simple. A B2B lead score should not feel like a math exam from a tired wizard.
Use six categories. Each one gets points. Add them up. Then decide what happens next.
- Company fit: 25 points
- Buyer intent: 20 points
- Pain level: 15 points
- Authority: 15 points
- Timing: 15 points
- Deal value: 10 points
Total score: 100 points.
Now your funnel has manners.
1. Company fit: 25 points
This is the big one. If the company is a poor fit, the rest may not matter.
Ask these questions:
- Is the company in your target industry?
- Does it match your ideal company size?
- Is it in a region you serve?
- Does it use tools that connect with your product?
- Can it afford you?
Score it like this:
- 20 to 25 points: Perfect fit. Sweet music.
- 10 to 19 points: Possible fit. Needs review.
- 0 to 9 points: Weak fit. Send to nurture.
Example: You sell HR software for companies with 100 to 1,000 employees. A 420-person healthcare company gets a high score. A 7-person bakery does not. Even if the bakery owner is very charming.
2. Buyer intent: 20 points
Intent shows what the lead is doing right now.
Did they just visit your pricing page three times? Nice. Did they open one newsletter six months ago? Calm down.
Look at signals like:
- Pricing page visits
- Demo requests
- Free trial signups
- Case study views
- Comparison page visits
- Repeat website visits in the last 14 days
Score it like this:
- 16 to 20 points: Strong buying behavior
- 8 to 15 points: Some interest
- 0 to 7 points: Soft signal
The catch is, many tools make this harder than it should be. Some dashboards hide intent data three clicks deep. That adds 20 seconds per lead. Across 300 leads, that is over 1.5 hours of clicking. Grim little tax.
3. Pain level: 15 points
Pain creates urgency. No pain means no hurry.
A lead with a clear problem is worth more than a lead who is “just browsing.” The phrase “just browsing” has ruined many sales calendars.
Look for pain in:
- Form answers
- Survey responses
- Chat transcripts
- Sales notes
- Support tickets
- Webinar questions
Score it like this:
- 12 to 15 points: Clear business pain
- 6 to 11 points: Mild pain or unclear problem
- 0 to 5 points: No visible pain
Strong pain sounds like this: “Our onboarding takes 45 days and we are losing customers.”
Weak pain sounds like this: “Send me info.”
One is a fire. The other is a shrug in email form.
4. Authority: 15 points
Can this person influence the deal?
Not every lead must be the final buyer. Champions matter too. But sales should know who they are talking to.
Score based on title and role:
- 12 to 15 points: Decision maker or budget owner
- 7 to 11 points: Strong influencer
- 0 to 6 points: Student, intern, vendor, or unknown role
A VP of Operations at a 500-person company may be a strong lead. A personal Gmail address with no title needs more checking.
Honestly, it feels like CRM forms were designed by people who enjoy missing fields. Job title should not be optional if your routing rules depend on it.
5. Timing: 15 points
Timing tells you how soon the lead may buy.
Some leads are ready this month. Some are building a list for “next year maybe.” Treat them differently.
Score it like this:
- 12 to 15 points: Purchase planned within 30 days
- 7 to 11 points: Purchase planned within 90 days
- 0 to 6 points: No clear timeline
Timing can come from forms, calls, chat, or email replies. Ask directly. Do not be shy.
Try this question: “If this works for you, when would you want it live?”
That question is simple. It gets useful answers.
6. Deal value: 10 points
Deal value should not run the whole score. But it matters.
A tiny account with perfect intent may still deserve sales time. A huge account with no intent may need nurture. Balance is the game.
Score deal value like this:
- 8 to 10 points: High annual contract value
- 4 to 7 points: Medium value
- 0 to 3 points: Low value
Set the dollar amounts based on your business. For some teams, $5,000 is big. For others, $100,000 is the starting line.
What to do with each score
Now sort the scores into clear buckets.
- 70 to 100 points: Send to sales now. Fast follow-up matters.
- 40 to 69 points: Send to nurture. Add education, proof, and retargeting.
- 0 to 39 points: Recycle or suppress. Do not bother sales yet.
For hot leads, speed helps. A lead who requests a demo should hear from sales within five minutes if possible. After one hour, interest can cool. After one day, your competitor may already have a meeting booked.
A quick scoring example
Meet BrightOps, a pretend operations software company.
A lead comes in from a 300-person manufacturing firm. The person is Director of Operations. They visited the pricing page twice and asked for a demo. Their message says, “We need to reduce late shipments this quarter.” Budget looks solid.
Score it:
- Company fit: 23
- Buyer intent: 19
- Pain level: 14
- Authority: 13
- Timing: 13
- Deal value: 8
Total: 90 points.
This lead goes to sales right away. No committee. No waiting. No “let’s add them to the newsletter and see what happens.” Please do not do that.
Set clear rules for sales handoff
A score alone is not enough. You also need handoff rules.
Define these items:
- Who owns each lead after scoring?
- How fast should sales reply?
- What notes must marketing include?
- When should a lead go back to nurture?
- What happens if sales rejects the lead?
Use simple service rules. For example:
- Sales must contact leads over 70 points within 2 business hours.
- Rejected leads need a reason code.
- Marketing reviews rejected leads every Friday.
- Scores are checked once per month.
This keeps the system clean. It also stops the classic blame match. You know the one. Marketing says sales ignores good leads. Sales says marketing sends garbage. Everyone sighs into a spreadsheet.
Keep improving the score
Your first scoring model will not be perfect. That is fine. Start simple. Then improve it with real data.
Check these numbers each month:
- Lead-to-meeting rate
- Meeting-to-opportunity rate
- Opportunity-to-close rate
- Average deal size by score band
- Sales rejection rate
- Time from lead creation to first touch
If leads scoring 80 close at only 2%, something is off. If leads scoring 55 close at 18%, your middle bucket may contain hidden gold.
Adjust the points. Remove weak signals. Add stronger ones. Keep the model useful, not fancy.
Final takeaway
A good sales lead evaluation framework protects your sales team’s time. It also gives marketing a fair target.
Score fit, intent, pain, authority, timing, and deal value. Use a 100-point scale. Send the best leads to sales fast. Nurture the rest until they are ready.
That is the whole trick. Fewer ghost leads. Better calls. Happier reps. And far fewer sad pipeline meetings.