The B2B Lead

Lead Scoring



Practical Strategies to Building Sales-Marketing Alignment – B2B Marketing and Sales Tip #146

Written by Jon Miller, author of the Modern B2B Marketing blog and VP of Marketing for lead management software company Marketo.

I recently wrote about why sales and marketing can’t get along. Here are some practical tips to start bridging the gap!

1. Model the entire revenue cycle. As opposed to a standalone sales cycle, focus on an integrated revenue cycle that starts from the day you first meet a prospect and continues through the sale and beyond to the customer relationship. This helps each team understand what the other is doing, and how their actions help facilitate revenue.

2. Develop a common vocabulary. Part of an integrated revenue cycle is common definitions for each stage. When marketing sits down with sales and says, “what is the definition of a good sales lead, and how can we help?” the dynamic between the two departments changes. With the definition of sales-ready in hand, marketing can begin rebuilding trust by delivering leads that meet that definition. This common language and metrics is essential for communication between the functions.

3. Look for operational disconnects. Too often, sales energy and promotions are focused in a different direction than marketing’s most recent campaigns. In some cases, they can even be in conflict! In one example, the sales team had an incentive to sell a product that marketing was planning to discontinue in the next month. Make sure that initiatives and promotions are aligned by developing plans jointly and meeting monthly or at least quarterly.

4. Create a closed-loop reporting process. Marketing needs to have a way to follow-up with sales to see how well leads are performing. This can be a field in the CRM system, a regular call, or even an automated survey. Just make sure it’s easy for the rep to respond. It can be as basic as sending the rep an email two weeks after receiving a lead with the subject “Was lead ABC good?” This way, they can simply reply “Yes” or “No”, which they can easily do on their Blackberry or in a hotel room. Closing the loop like this can help tune lead generation efforts, and is an important way to take qualified prospects that are not yet sales ready and recycle them back into marketing for lead nurturing.

5. Share accountability between the teams. Marketing is a very measurable process, but the results are head to measure; it’s easy to measure Sales outcomes but Sales activity is hard to measure. As a result, compensation and rewards tend to be very different, which creates further problems. So be sure to review how each team is compensated and rewarded to ensure alignment. (One typical disconnect: marketing focuses on the number of new deals while sales is focused on the amount and size of the total pipeline.) The better your ability to measure marketing ROI, the easier it is to bridge this gap.

6. Foster respect and trust. Perhaps most importantly, in particular, building alignment between marketing and sales organizations starts with a common set of values and shared beliefs. If the two functions don’t fundamentally believe the other has the same set of goals in mind, it will be much more difficult to drive alignment. This is rooted in good and regular communication, but it can be challenging to repair years of miscommunication all at once. Start by focusing on small wins (for example, look for a particular rep who closed a big deal because of a marketing lead) and promote the result aggressively. By having a “victory parade” for small wins, you will begin the process of better communication and trust.

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Tuesday, September 9th, 2008

 

Use Lead Scoring to Identify Sales-Ready Leads – B2B Marketing and Sales Tip #140

Written by Jon Miller, author of the Modern B2B Marketing blog and VP of Marketing for lead management software company, Marketo

Most leads from B2B marketing campaigns are still researching. Prematurely passing these early leads to sales only annoys the buyer and makes sales even less likely to follow-up on marketing leads. This means the majority of inquiries require further lead nurturing before they become sales ready, so marketers also need the ability to know when to try to nudge the prospect to the next stage and when to pull back and give the prospect some space.

This is where lead scoring comes in. Lead scoring is the process of determining a prospect’s level of interest in your solution (engagement), as well as your interest in a prospect (demographics targeting). When used effectively, lead scoring means you will pass fewer, but higher quality, leads to sales. By not wasting sales time on low quality leads, reps can focus on just the high quality leads — meaning wins rates and sales productivity go up. In fact, as little as a 10% increase in lead quality can generate a 40% increase in sales productivity. In a world where the sales department costs equal 20 or 30% of total revenue, this kind of improvement means a dramatic impact on the bottom line.

How can you use lead scoring to achieve this kind of benefit for your organization?

First of all, too many companies use only basic demographic data (e.g. title, company size, etc.) in scoring. This is useful, but demographic data only tell how interested you are in the prospect—and nothing about how interested the prospect is in you. Even BANT criteria (budget, authority, timing, and need) have limited usefulness since buyers’ answers to those questions are notoriously inaccurate, and as we all know, people’s actions speak louder than their words. This means you should also track a lead’s behaviors so you can you measure their interest and engagement in your solution.

Begin by monitoring and tracking online behaviors, such as email responses, completed forms, and Web site visits. You can do this manually with web analytics, or automate the process using marketing automation software. Assign a point value to each, just as you would assign a value to each job title. Certain behaviors – such as using your company brand name in a search, visiting your pricing page, or returning frequently to your site – indicate higher readiness to buy, so assign even higher weights to those behaviors. Since B2B purchases typically involve 6 to 21 different people, add up the scores for each contact at a given company to measure the total level of engagement for that organization. Finally, be sure to lower the score over time if engagement goes down.

Review the point values with the sales team, and decide what score indicates sales-readiness. If the sales team determines a prospect is not yet ready, recycle the lead back to marketing for additional nurturing. Finally, be sure to close the loop and refine your scoring rules and point values over time for continuous improvement.

Want more details? Here’s a link to a free eBook from Marketo called Best Practices in Lead Scoring.

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Friday, August 15th, 2008

 

Building and Measuring Lead Nurturing Programs – B2B Marketing and Sales Tip #126

As we acquire new leads and market to them we quickly see leads move into smaller, more segmented groups. Some take the hook you’ve put out there and ask for more, there’s some that act interested but don’t commit to anything, and there’s those that are radio silent and give you no indication of real life.

Each group now needs a different kind of follow up. The first group is ready for another targeted marketing program offering them another opportunity to engage. And those that didn’t respond might be ready for a slower moving nurture program. Maybe your message missed with these people, a nurture program is a good place to test messaging. Or maybe you are targeting the wrong person and they don’t care what you have to say or what we you are offering. (You’re wasting your time with these people but you don’t know it yet. )

Here are a few tips to building and measuring segmented lead nurturing programs.

(If you’re lost, don’t worry there’s marketing automation folks like Vtrenz, Eloqua, Marketo and Manticore that can help you automate the execution of all of these different programs.)

  1. Make sure Marketing and Sales have a clear understanding of what a lead is and what a sales-ready lead is. You have to start here. Marketing needs to know what they are looking for and Sales wants to know what they are getting.
  2. Divide your marketing database into 2 initial groups, active leads (people who have responded or engaged in the past) and inactive leads (people that have never responded to any outreach communication from your company). If you are an Eloqua customer, they have a report that will give you this information. Understand if there are any patterns among those that are active, if so, be sure to consider this when building out your nurture programs. Remember the goal of nurturing is to move currently active leads to the top of the sales funnel and move inactive leads to an active status.
  3. Measure and track movement in the nurturing cycles. As leads/prospects respond, use this data to determine next steps. You can confirm interest by reaching out to them again with a similar message and different offer or call to action. If they respond again, they might be ready for the next step in your nurturing cycle. If they don’t respond, continue to try different offers or messaging.
  4. Develop a scoring system that enables you to determine when leads are sales ready. Assign different values to each kind of touch. For example, a conversation had by telemarketing that better qualifies a lead might get a score of 10 while an opened email might get a 3. Once a lead reaches a score agreed upon by Sales, then the lead is ready to be passed on.
  5. Don’t forget about the ones that have moved on. Sometimes a prospect gives off all the right signals that they are ready to engage on a different level but once handed over to Sales they clam up. Make sure these people don’t get lost in the shuffle. It’s ok for a lead/prospect to move back and forth between Sales and Marketing.
  6. Determine when it’s time to throw in the towel. There are people in every marketing database that continue to hang around for no reason. What are we holding on to here? Before completely throwing these people out, try and determine why they aren’t responding to you.
  • Are they the right buyer for your product or service?
  • How long ago was this lead created? Has the person possibly moved up or on?
  • Are they not a good fit for your offering?

Remember – keeping your nurturing programs focused on the most suitable prospects will help to ensure the success of your program.

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Tuesday, July 22nd, 2008

 

Easy to Take Lead Scoring Surveys Help Drive High Response Rates – B2B Marketing and Sales Tip #104

Written by Cody Young, ReachForce Customer Success Manager

When developing lead scoring survey questions that effectively determine need, interest, timing and budget, remember these things:

  • Don’t over use industry jargon and acronyms when crafting the questions
  • Use simple and direct language
  • Avoid use of passive messaging and sales pitches
  • Offer as many multiple choice questions as possible
  • Randomize presentation of multiple choices to avoid bias
  • Design questions to maximize meaningful cross tab analysis
  • Use as few questions as possible

For more info on lead scoring surveys check out my last post, Using Surveys for Lead Scoring.

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    Monday, June 9th, 2008

     

    Using Surveys for Lead Scoring – B2B Marketing and Sales Tip #99

    Written by Cody Young, ReachForce Customer Success Manager

    Lead Scoring appears to be the newest tactic Marketers are using to better identify warm to hot leads for Sales. Marketing vendors like Marketo and Eloqua are promoting lead rating and lead scoring as a means to increase sales effectiveness and accelerate typical sales cycles. Both are measuring a contact’s interaction behaviors with marketing activities. But should a contact really be considered a hot lead if they open a few emails and visit your website a time or two? I think our Sales team might disagree here.

    At ReachForce, we are doing a little lead scoring of our own. Instead of analyzing prospect behaviors, we are going directly to them and asking them to participate in a survey. By gathering qualifying information directly from the prospect, our customers are able to better target their messaging at these new prospects. By enabling them to get to the right buyers, in the right companies, with the right message, they are seeing increased marketing results and sales conversions.

    Here are few tips we share with our customers when we’re building out a lead scoring survey.

    Lead Scoring surveys can quickly:

    1. Qualify a company as a user of a certain technology or application – This type of question is to confirm if a prospect organization uses something that either compliments or competes with the survey sponsor’s offering.
    2. Find out respondent status: decision maker, a part of a decision making team or a secondary influencer – This type of question is useful when setting the stage for a sales call or marketing campaign so messaging can be made as relevant and personalized as possible.
    3. Find out how well the top 2‐3 product or service “key values” are recognized by each respondent – A “key value” is something that makes an offering better, unique or uncommonly relevant to the prospect. This type of question is used to find out if they will “get” your value proposition, or if education or special messaging is required.
    4. Measure how important key values are to each respondent – This follow up to Q3 is used to find out how important the respondent thinks the sponsor’s key values are. Combined scores to this set of questions are used to determine degree of interest and help make sales and marketing messaging relevant and personal when following up on the lead.
    5. Determine budget – This type of question is used to pinpoint how much the respondents’ organization spends (and by implication would expect to spend next time) on offerings similar to what the sponsor sells. Paying close attention to scores that are too low help sales and marketing teams prioritize.
    6. Confirm plan – This type of question helps find out when or how often the respondent is in the market for what the survey sponsor is selling. Questions like this can also be centered on finding trigger events (audits, budget planning, corporate initiatives) that create sales opportunity.
    7. Establish time line or “window of sales opportunity” – By combining the responses to “Confirm plan” and this type of question, the result is normally a reliable indication of when the respondent’s organization will begin the buying cycle for what the survey sponsor is selling.

    The lead score you end up with for each prospect should help you to determine if the prospect can be immediately handed off to sales or put into a marketing campaign for further nurturing.

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    Wednesday, May 14th, 2008

     

    Should Leads be Scored Like FICO? – B2B Marketing and Sales Tip #73

    Contributed by Cody Young, ReachForce Consultant

    I came across an interesting post by Jeff Liebl on Performance Insider blog. The post proposed the notion of have a third-party scoring system for leads similar to FICO scoring. The potential pitfalls expressed in Jeff’s write-up about buying leads from online sources are well founded. And while conversation about scoring lead data in a way similar to FICO is interesting, the real value I see is the more practical and tactical thoughts he provokes about lead data quality in general.

    First and foremost, the concept of establishing FICO-like rules for scoring individual lead quality while lists are being bought and sold shouldn’t be an edict for marketers to sit and wait for. Market forces are already making it happen in the B2B space (at companies like ReachForce) – and yes, it is having real effect on price models and competition between lead source vendors.

    The most important element of any marketing effort is specifying the target – and you can’t really do that effectively by just ‘buying a list.’ Today’s marketing must be managed by understanding how sales funnels work and how buyers buy.

    This puts a very special responsibility in the hands of all marketers to view this as filling up on ‘funnel fuel’ –not ‘list buying.’ Sadly, Jeff’s spot-on reference to “numerous reports of fraudulent and bad-quality leads” is a disturbing indicator that too many are still in line with the wasteful standard that marketing’s job is to buy lists and busy themselves sending out emails and letters for 2% response rates.

    Buying data to feed sales funnels can best be compared to buying fuel – and from sludgy-crude to jet fuel, a wide range of grades exist. That being said, it should not surprise anyone that as new sales and marketing automation engines expose better ways to find, keep and grow customers, jet fuel is going to win the race every time.

    Once high quality funnel fuel is secured, predictive modeling does not have to be a complex, budget busting ordeal. A simple way to start is by ranking a single-value to measure each prospect in a simple, but highly relevant way. These are what Dr. Eric Siegel calls ‘predictors’ in his short but informative article entitled Predictive Analytics with Data Mining: How It Works.

    He draws a simple example using “recency” as a predictor (based on how long it’s been since a customer’s last purchase) and assigns higher point values for more recent customers. This simple analysis drives a very obvious prediction (you can probably guess) that contacting the customers in order of recency – calling the high scores first and the low score last – will result in better response rates.

    Expanding on this, other predictive indicators and rules can be introduced to formulate smarter and smarter models as you go. The next example is to combine two predictors into a formula: recency + personal income. And if one of the predictors is more important to you than the other (by rule) then its weight is adjusted accordingly – e.g. 2 x recency + personal income.

    Once you are able to score your database this way (or just parts of it for starters) using predictors that best fit your needs, the ability to target and finesse top scoring leads with highly relevant and personalized communication is enhanced – thus, increasing the probability that you can drive a prospect’s behavior and not just predict it (as with FICO scores).

    A lot of the better marketers I know like this approach because it is not that complex and is the least costly, most deliberate way to drive sales revenue. After all, it really just keys on another formula that comes to mind: 2 x quality funnel fuel + targeted and personalized communications = high response.

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    Thursday, February 21st, 2008

     

    B2B Marketing and Sales Tip #58 – Get to Know Your B2B Technical Buyer

    Attention Conservation Notice: The following post highlights research on B2B Technical Buyers and provides a quick overview of how to develop a persona for this role.

    Building an effective B2B target database takes a lot more than just identifying the right market segment, company size, and target title. Before you get started building your database, it’s important to get to know the different roles, responsibilities and characteristics of each person involved in the buying process.

    Today, we take a look at the B2B Technical Buyer – the person within a company or organization who is responsible for ensuring a solution meets the technical requirements of the company. For technology purchases this could be an IT professional. For CRM software it might be a Sales or Marketing professional. Depending upon the size of the organization, these individuals may or may not have final financial approval but they do hold significant influence over the purchase.

    Here’s what a recent MarketingSherpa Benchmark Study says about this role:

    a. white papers, product literature and industry articles as their top sources for product information.
    b. their top search engine is Google. Depending upon the source of data, you’ll hear that anywhere from 80 to 98% of them start their purchase process on Google.
    c. 64% of them shortlisted a product based on a timely sales call.

    What does your technical buyer look like? For my network management software company, we built a persona profile that described his or her job, life and daily concerns. We did this by describing our best customers. We even gave him a name—Ajay—and a face by adding a photo. Now, whenever I write literature or design a campaign, I always think of Ajay and I’m better able to target the campaign using the right messages and media. Here are a few items to think of when you are building your own:

    Name:
    Photo:
    Geographic:
    Gender:
    Age:
    Annual Income:
    Marital Status:
    Number of Children:
    Education:
    Work/Life Experience
    Psychographics:
    Current Work Environment:
    Mobile Devices:
    Presence in the Buying Cycle:

    For more on this topic, download the free B2B Marketing ebook called Funnelnomics from ReachForce.

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    Monday, January 21st, 2008

     

    B2B Marketing and Sales Tip #49 – Take a Hard Look at Funnelnomics as You Move Into 2008

    Marketing Profs ran a great article yesterday by Russell Kern entitled “How to Solve Direct Marketing’s Five Biggest Problems” that struck a nerve with me as a B2B direct marketer. He writes “Salespeople love to receive a nice steady flow of leads that keeps them busy, but not too busy. When that’s not what you’re giving them, they tend to become, well, verbal. So what does Sales do? It cherry-picks the best leads, letting the surplus responses fall to the floor to rot. Within 45 days, they’re yelling for “fresh” leads.”

    Wow, does that ever sum up the universal B2B Direct Marketer’s challenge! It’s either too many or too few. We can never win. ReachForce’s superbly targeted B2B Marketing Oh Crap day addressed this challenge brilliantly. I know we can all relate to the effect that the holidays has on our lead flow.

    If you are struggling with too many leads or too few fresh/high quality leads, then Kern advises:

    • One of the fastest and least expensive methods to improve your results is to eliminate poor targets and increase the number of look-alike suspects.
    • Here is a simple exercise to perform when putting together a lead generation mailing: Have your data-processing vendor run a count, by title, of your mailing list. At the same time, run a count of your customer titles.
    • Now, compare the results. How many of the titles in your suspect mailing list are not in your customer file? How many titles like “administrator,” “consultant,” and, yes, even “inmate” have somehow slipped into your mailing list—people who will respond for the sake of it, but never, ever buy your product?

    Once you’ve taken the important step to better target your campaigns, you should also consider a great automated scoring and lead scoring and nurturing program as we wrote about in The B2B Lead and our ebook on the topic Funnelnomics. If you have some time to sit down and study up on database marketing fundamentals this holiday season, I encourage you to take a moment to download the book and put a few of the lessons into action in 2008.

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    Wednesday, December 12th, 2007

     

    B2B Marketing and Sales Tip #48 – Lessons from Eloqua’s Marketing Effectiveness Summit

    I spoke at the Eloqua Marketing Effectiveness Summit last week up in Dallas (http://summit.eloqua.com/) – strangely enough as I write this I am back in Dallas on a trip to the east coast and my flight is cancelled (another blog, another story) and since I am here for 3 unplanned hours, how better to spend my time then to blog!

    As the session started and the discussion leaders engaged the attendees (lead generation folks from companies like National Instruments, Vignette, FuelQuest, Paymetrics, etc.), I felt like the session was going to be a support group with 2 major glaring issues:

    1. Sales and Marketing Relationship/Rules of engagement
    2. Data Issues – New data (lists. Leads) sourcing, working with internal data (house lists, customer data, support data, cross selling, up selling).

    On number 1 above I believe (and did pontificate at the session) that marketing and sales have to co-exist in harmony or the business loses. I also recommend a formal legally binding (not really) contract between marking and sales on the definition of a lead. As one marketer said, working with sales or empowering them with information to market to their customer base was “like giving the devil a soul” – lady calm down, maybe you need to talk this one through. Hey Psychiatrists out there, there is a new form of couples therapy needed on the planet – B2B marketing and sales.

    In terms of data issues, I have been frustrated for the last 10 years on the poor quality of lists and also the lack of analytics available to marketers (and hence we launched ReachForce) but did not realize the gravity of the problems/issues and ongoing struggles. Some interesting points of note were:

    • We are all stuck in a B2C world of thinking and need to think about B2B marketing differently – it is different and more complicated from a sales process perspective
    • Internal company data is suspect at best – how do you define rules of engagement between sales and marketing on when or when not to touch a prospect / customer
    • How do you keep internal data (in the CRM system) refreshed/updated as it’s touched by different people at different stages of a sales (and post sales cycle) – who is the MASTER owner of the data and defines the different roles of people by stage of marketing sales/cycle
    • Data visibility – how do you think about direct visibility of service and support data (the instance was a support ticket) associated with a customer as a flag to marketing and sales before that person/company is touched/messaged next
    • And on and on … enough that I think we will start B2B Marketing support group in Austin as a start in 2008!
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    Monday, December 10th, 2007

     

    B2B Marketing and Sales Tip # 30 – You’re Measuring What?!

    You know you have to have metrics to show value in marketing programs but are you tracking the right metrics? Can you track value added to top line revenue? Check out this article from Customer Think about aligning sales and marketing metrics.

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    Wednesday, October 17th, 2007

     
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