Data Analytics In Sales

Sales reps who update the CRM 5 minutes before the weekly sales meeting aren't doing you a favour because you've asked that "admin thing" They think they are, and that's the problem. ⚠️ It's not that they don't know better. It's that they only see what's on their plate right now. Their two feet. Their quota this month. They're not connecting their activity to the bigger picture — to the fact that their pipeline data is how the entire company decides where to hire, where to invest, what to build next. And when there's no ownership, here's what the pipeline actually looks like: Deals pushed out instead of qualified out. Close dates that move 30 days every 30 days. A deal opened 270 days ago sitting at the same stage with no real next steps, no methodology, no progression. Just quietly taking up space. 🔴 That's not a pipeline. That's wishful thinking with a CRM licence. And when the CEO walks into a board meeting with that data, they're not making decisions — they're guessing. Hiring plans, product investment, where to cut and where to double down — all of it runs on revenue visibility. Churn rate, upsells, what's actually close versus what's just never been killed off. Without clean, honest pipeline data, you're flying blind. And the whole company pays for it. So yes — as a manager, as a CEO, you need to be strict on pipeline hygiene. Not because it's admin work that needs policing. But because you need to bring your salespeople into the ownership of it. This isn't data entry for your benefit. This is the projection of their own business. 🚫 Strict on process. Clear on why it matters. That's how the pipe becomes real. #Sales #SalesLeadership #PipelineManagement #RevenueOperations

Sales Navigator should be your highest ROI sales tool. Instead, it's a $40K+ expense that might have you scratching your head. The default workflow? Find prospects in Sales Nav. Then send the same message to everyone. That’s the real issue. And if you’ve got 99 problems, this breakdown makes sure LinkedIn outreach ain’t one. Because each filter deserves its own message. Take this one: “𝗬𝗲𝗮𝗿𝘀 𝗶𝗻 𝗖𝗼𝗺𝗽𝗮𝗻𝘆: < 𝟭 𝗬𝗲𝗮𝗿”. Perfect for calling out transition pain. “Was talking to a VP of Sales who's 7 months in. They said [insert challenge]. Are you seeing that too?” That's just one of twelve. Now, imagine your team building 𝟭𝟮 𝗰𝘂𝘀𝘁𝗼𝗺 𝗺𝗲𝘀𝘀𝗮𝗴𝗲𝘀 tied to filters. Instead of recycling the same script 4,000 times. Let's run the numbers for a team of 10 reps sending 20 messages daily (4,000 monthly) at a $20k ACV: Old Way (Generic Messaging) • 4,000 messages/month • 1% response rate = 40 responses • Assume 25% of responses convert to meetings = 10 meetings • 10 meetings × $20K = $200K pipeline New Way (Filter-Specific Messaging) • 4,000 messages/month • 5% response rate = 200 responses • Assume 25% of responses convert = 50 meetings • 50 meetings × $20K = $1M pipeline That’s a 5X pipeline lift without adding anything crazy. Just better targeting, better messaging, and a system built for LinkedIn. This is why some leaders think LinkedIn "doesn't work" while others are winning big with it. Sales Nav isn’t the issue. Lack of systems is. It’s simple to roll out, even if your team’s never done this before. If you manage 15+ reps and want to swap notes on what I'm seeing for LinkedIn outbound, just shoot me a DM.

Last week, the CRO of a $36M ARR SaaS turned to us. They missed their Q4 forecast by 28%. The board wasn't happy. Here's the playbook we used to fix it. 𝗖𝗢𝗡𝗧𝗘𝗫𝗧 I talk to dozens of sales leaders every month. This CRO is not an exception: • Inaccurate forecasts due to poor visibility • Poor visibility due to missing CRM data • No clear process & accountability 𝗛𝗲𝗿𝗲'𝘀 𝗮 𝗽𝗿𝗼𝘃𝗲𝗻 𝗽𝗹𝗮𝘆𝗯𝗼𝗼𝗸 𝘁𝗵𝗮𝘁 𝗵𝗲𝗹𝗽𝗲𝗱 𝟭𝟬𝟬+ 𝗕𝟮𝗕 𝗦𝗮𝗮𝗦 𝗖𝗥𝗢𝘀 & 𝗥𝗲𝘃𝗢𝗽𝘀 𝘁𝗲𝗮𝗺𝘀 𝗳𝗼𝗿𝗲𝗰𝗮𝘀𝘁 𝗮𝗰𝗰𝘂𝗿𝗮𝘁𝗲𝗹𝘆: ✅ 𝗙𝗶𝘅 𝟭: 𝗦𝗮𝗹𝗲𝘀𝗳𝗼𝗿𝗰𝗲 𝗗𝗮𝘁𝗮 𝗤𝘂𝗮𝗹𝗶𝘁𝘆 The cornerstone of effective deal reviews and visibility into pipeline & forecast health. 1️⃣ Activity data: WHY IT MATTERS: • Emails/meetings not logged = unclear deal velocity • No engagement = high risk of deal slippage • Use activity data, not gut feel E.g. • Last activity date • Next meeting date • Email reply rate  .. SITUATION: The CRO & RevOps team faced 3 issues: 1. Reps forgot to log activities 2. Auto-logging failed (poor opp & contact role mapping) 3. Most opps lacked contact intelligence (who’s involved, decision-maker, multi-threading) No activity/contact insights = no visibility. SOLUTION: Auto-capture emails & meetings with a solution that identifies contact roles. Ideally with an Outlook Add-In/Google Extension to improve opp mapping (e.g. Weflow does this). 2️⃣ Salesforce data entry: WHY IT MATTERS: • Often missing key fields (e.g. MEDDIC) • Bad CRM data = poor deal reviews & forecasts SITUATION: 76% of their MEDDIC fields were not populated. Reps hated updating Salesforce. = managers lacked deal visibility. SOLUTION: An AI notetaker that auto-extracts and updates MEDDIC fields in SFDC from call transcripts (e.g. Weflow). ✅ 𝗙𝗶𝘅 𝟮: 𝗙𝘂𝗹𝗹 𝗩𝗶𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝘆 𝗶𝗻𝘁𝗼 𝗗𝗲𝗮𝗹 & 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗛𝗲𝗮𝗹𝘁𝗵 WHY IT MATTERS: To improve deal reviews & forecasts, managers need leading indicators of deal health: • Push count • Configurable warnings • Multi-threading & velocity  .. A pipeline coverage dashboard (CQ, Q+1) creates extra visibility. SOLUTION: Embed insights in Salesforce or use revenue intelligence/forecasting tools (like Weflow). ✅ 𝗙𝗶𝘅 𝟯: 𝗖𝗼𝗺𝗯𝗶𝗻𝗲 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁 𝗠𝗲𝘁𝗵𝗼𝗱𝗼𝗹𝗼𝗴𝗶𝗲𝘀 & 𝗠𝗼𝗱𝗲𝗹𝘀 SITUATION: They ... 1. Only forecasted new logos (ignoring expansions/renewals) 2. Used weighted forecasts + spreadsheets (highly inaccurate) SOLUTION: • Opp record types for expansion/renewals • Auto-create renewal opps upon closed-won • Combine models: 1. Deal-by-deal submission & review (+ auto roll-up) 2. Dynamic weighted 3. ML-based (They now run this in Weflow) 💭 𝗖𝗹𝗼𝘀𝗶𝗻𝗴 𝗡𝗼𝘁𝗲 I didn't touch upon revenue cadence/process due to character limits (but we helped fix this too). WHAT WOULD YOU ADD? 👇 ____ PS: We built Weflow to help B2B SaaS revenue teams forecast accurately. Take a product tour (on desktop): https://lnkd.in/eXHt-i6q

Over the past 9 years, I’ve acquired 1,000+ clients for my agencies. If I were starting over today, here’s exactly how I’d land my first 10 clients: Step 1: Start with the right data The biggest challenge when starting out? Finding highly targeted prospects who are ready to buy. Here’s how I’d solve that: Google Maps. Yes, I said Google Maps. Why? Because it’s an untapped goldmine for qualified leads. With over 4,000 B2B categories, it’s packed with local businesses and SMBs often overlooked - or missing - from LinkedIn. These are hidden gems waiting to be discovered. Scrap (https://scrap.io/s/9MYK) transforms this goldmine into actionable leads by extracting from Google Maps listings: - Emails, phone numbers, & websites - Social media profiles - Website technologies - Even Google Maps ratings & reviews Filter and focus on your ideal targets in just 2 clicks. For example: - Restaurants with 4+ ratings but no Instagram. - Local businesses with websites but no ad pixels. - SMBs in specific niches or locations. Scrap’s real-time data extraction ensures you always have the most accurate info - and it’s available as a Chrome Extension for instant insights. Step 2: Personalize your outreach Generic outreach doesn’t work - relevance is everything. Try this playbook: - Subject Line: Use something attention-grabbing like “Quick question about [business name]” or “Idea for [service].” - Personalize: Reference their Google Maps reviews, website, or niche. For example: “Congrats on your 4.9-star rating - I can see why people love your café.” - Partner Up: “I help cafes like yours boost foot traffic through email marketing. I noticed a few opportunities I’d love to share.” - CTA: End with a low-pressure ask: “Does this sound worth exploring?” Pro Tip: Pair the emails from Scrap (https://scrap.io/s/9MYK) with LinkedIn outreach - connect or engage with their posts to build trust. Step 3: Stay consistent and scale your efforts Build momentum through persistence: - Follow Up: Most responses come after the 2nd or 3rd touch. Example sequence: Email → LinkedIn connect → Follow-up email → Call. - Track Metrics: Monitor open rates, replies, and booked calls. Aim for a 20%+ email response rate and 10%+ meetings booked. - Leverage Referrals: Once you’ve landed a few clients, ask, “Know anyone else who might benefit?” and share testimonials like, “We helped a local coffee shop grow foot traffic by 20% in 30 days.” - Automate: Use Scrap for fast lead gen and a CRM to manage outreach. Recap: - Use Scrap (https://scrap.io/s/9MYK) to turn Google Maps into a lead-gen machine for local businesses, SMBs, and niche prospects. - Personalize your emails with insights and a clear CTA. - Stay consistent by following up, tracking results, and leveraging referrals. - And remember: Your first 10 clients lay the foundation for scaling. #ScrapPartner

I’ve built and led sales teams from scratch. And there’s ONE channel I see revenue leak over and over again... (and it’s not that £50k event you spent scanning badges at a stand…) It's here.. Yep.. surprise surprise it's LinkedIn. Every team I look at, it’s the same pattern. Strong outbound. Decent process. But then you open the team on LinkedIn… and there’s no surface area. The problem is your outbound is a single touchpoint. Your LinkedIn presence is the environment that touchpoint lands in. And most teams optimise the first and ignore the second. If you want this to actually move pipeline, it needs to be treated like part of sales execution: 1. Stop thinking “posting”. Start thinking “account exposure” Your reps shouldn’t just post into the void, they should be visible around the accounts they’re targeting. That means: • commenting on ICP posts consistently • engaging before outreach (not after) • showing up in the same feed as their prospects You’re building recognition before you ever send a message. 2. Tie content directly to live deals Most content is generic because it’s disconnected from reality. Your best content is already in your pipeline: • objections that keep coming up • questions prospects ask on calls • where deals get stuck f it’s happening 5+ times in conversations, it should exist on LinkedIn. 3. Build “minimum viable profiles” across the team You don’t need creators, you need profiles that answer, fast: • what do you understand? • who do you help? • how do you think? Recent activity matters more than old experience. If someone lands on the profile and sees nothing recent, you’re back to zero. 4. Align posting with outbound waves Most teams treat these separately. Better approach: • rep warms up a segment (engagement + content) • then outreach starts • then content reinforces during follow-ups You’re not relying on a single moment anymore. 5. Don’t isolate this to SDRs Here is the BIG mistake. Your AE gets checked before the call, your manager gets checked mid-deal, if visibility drops at any stage, trust drops with it. This needs to be across the WHOLE sales chain. 6. Measure leading indicators differently You won’t see this purely in “likes”. Look at: • connection acceptance rates • reply rates by rep • speed to first response • profile views from target accounts • conversion rate • and of course inbounds (yes DO add UTM links on each sales rep profile) 7. Prioritise comments over posts early on Everyone focuses on posting. But comments: • get you in front of the right people faster • attach you to existing conversations • build recognition without needing distribution Most teams are still trying to win inside the sequence. The edge right now sits outside of it. If your team has no presence on LinkedIn, every outbound starts from zero. If they’re visible in the right places, outbound becomes a conversion layer, not just an entry point. That’s where the difference is 👌🏼

Over the past 12 months, I tracked how enterprise sales teams are adopting and using LinkedIn Sales Navigator—and the results are telling. One year ago, most of my clients had licenses but low engagement. Fewer than 40% of the sales reps were using the tool weekly. Sales Navigator was seen as optional, often poorly understood, and rarely tied to performance. I've included some of the results from a Sales Navigator Pilot program we ran and you can clearly see the immediate impact training has on usage. Six months ago, engagement began to rise—but only in teams where training was prioritized. We saw early signs that enablement, not access, was the real differentiator. Today, trained teams show a 25% increase in engagement and are twice as likely to use features like custom lists, SmartLinks, and TeamLink. AI-powered updates have made the tool more powerful, but without guided training, many reps still fall into “set it and forget it” mode. Here’s the key finding: Sales Navigator delivers ROI through usage, not licenses. And usage only increases when sales leaders invest in enablement. Here's a sample of a report of results after training was implemented in a pilot program. It takes time to instill a behavioral change and can't be done in a single session or simply by making the tool accessible. If you’re deploying—or underutilizing—Sales Navigator, now is the time to ensure your team knows how to turn it into a pipeline-building engine. If you want a copy of the full breakdown or examples of training that moves the needle, just reach out. I’m happy to share what’s working.

We built a predictive outbound engine for a $35M SaaS that finds buyers before they raise their hand. This changed their pipeline forever. Before, this is how Outbound worked 👇 You would scrape lists, launch cold emails, and hope someone was “in market.” Most replies--> Not interested/Wrong timing/ Or worse-no reply at all. Now, our process changed that model. Here’s how we do it: 1️⃣ Step 1: Start with intent We use Propensity, Bombora and Warmly, to track which companies are researching relevant topics. No more industry limits, we open the filters wide to spot interest across every sector. 💡 Optional: Add a growth filter if you want to get even tighter, but the main thing is finding those “hidden” buyers. Output: A live list of companies already searching for solutions you offer. These are not cold leads, they are future buyers you catch before the market does. 2️⃣ Step 2: Enrich and qualify, fast. Now we drop those accounts into Clay or BetterContact We pull: → Company size, revenue, funding, HQ → Who they’re hiring (remote, distributed roles) → Decision-makers in HR, Ops, IT, Finance (or whatever is relevant) → Fresh news: funding, layoffs, partnerships, expansions...etc Every bit of context shapes your outreach (No more “saw you have a dog” lines. Each message hits real pain points, in real time. The result? A pipeline full of warm accounts, primed for outbound. Each one shows real signals. The best part: These leads convert. We see up to 4-5% positive reply rates, and half of those turn into booked calls. Outbound is about building systems that spot real buying intent, enrich every record, and make every touch count. Want to see how this works for your team? DM me or drop a comment below and I’ll show you our workflow. #outbound #saas #b2b #workflow #clay

7 steps I use to write notable cold emails (get my leads' attention straight away) 👇 1- Have a clear ICP/Persona: ❌ "My prospects are Marketing Director" ✅ : - My prospects are Marketing Director - Industry: Computer Software - Headcount: 20-100 people - Revenue: 1- 5 M in Revenue - Geo: Dubai, Hong Kong, Singapore, Australia, New Zealand - Small (inside) sales team of 1-5 people. They relies a lot on Marketing Pain points: → Need to diversify their leads acquisition → Show their management that outbound work before hiring a team - - 2- You > I It's never about you. it's always about your prospects. Your objective: Catch your prospects' attention, 5 triggers your emails should create: 1- "Woah, they made their homework about me, my company" 2- “I have a clear understanding of what’s in their for me” 3- “It seems relevant” 4- “When do I have time to learn more?” 5- “Who’s that person? (go check on LinkedIn + Website) Research about: - Your prospects - Their company - News about both To help you create: - An icebreaker - A P.S. with a relevant deposit for your prospect - - 3- Write concisely The simpler your language is, the better A simple email takes less brain power to read. Write like you’re writing for a 9 years old. If a word that doesn’t add value, remove it. Keep your sentences short: - 8 to 10 words max - Remove the “,” - Write short emails: 4-5 sentences max [Observation] [Problem] [Credibility] [Solution] [CTA] Your prospects get bored (super) fast. Be clear + Be concise = More chance to get that 1st meeting - - 4- Soft Call-To-Action - Soft Call-To-Action > Pushy Call-To-Action - Don't ask for a meeting straight away - Validate your prospects' potential pain points first - Make sure it’s relevant for both parties to have a chat. ❌ "Against a 30 min meeting about {{topic}} " ✅ "Is {{topic}} a problem you're currently facing?" V “Worth a chat” - - 5- Craft your followups Provide value: ❌ "Just a gentle reminder about my last email" ✅ "Here's a 50-sec video about what we've achieved with {{client}} from your industry" 3 reactions a followup should create: 1- This is helpful and relevant for me and my team 2- I’m sorry, I didn’t reply before 3- When can we have a chat? - - 6- Put yourself in your prospects' shoes Read your email out loud. If you can't catch your breath, it’s too long Check how your emails look on mobile Ask yourself: Would I reply to my own email? If no, don't send it, review it. - - 7- Land in your prospects' inbox: Your Open Rate < 40 % -> Part of your email might go to Spam / Category Your Open Rate > 50 % and above -> You’re good Solutions : lemwarm Reply.io @Warm up - - Turns out, cold emailing is not rocket science. Just follow the blueprint

Your prospect has 147 unread emails. Yours just got added to the pile. What makes them open YOURS instead of the other 146? After sending thousands of cold emails and generating over $700M in sales throughout my career, I've identified the #1 mistake destroying most cold outreach: ZERO RIGHT PERSONALIZATION. Most reps "spray and pray". Sending the same generic template to 1,000 prospects hoping something sticks. Then they wonder why their response rate is 0.5%. Here's the cold email framework that consistently gets 20%+ response rates:  → Make your subject line about THEM, not you. Use recent news, achievements, or common pain points to spark curiosity. Example: "Your Inc 5000 ranking" or "Austin expansion" 1. Keep your email so simple it doesn't require scrolling. It MUST be mobile friendly, as 68% of executives check email primarily on their phones. 2. Use this 3 part structure:  → Personal opener: "Hey [Name], [specific personalization about them]"  → Show understanding: "In chatting with other [title] in [industry], they're typically running into [pain point]"  → Soft CTA: "Got a few ideas that might help. Open to chat?" 3. Research these personalization sources: • Company website (values, mission page) • Press releases • LinkedIn activity • Earnings transcripts (for public companies) • Review sites The hardest territory to manage isn't your CRM. It's the six inches between your prospect's ears. They don't care about your product. They care about THEMSELVES. Recently, one of my clients was struggling with a 1.2% response rate on cold emails. We implemented this framework, and within 2 weeks they hit 17.4% - with prospects actually THANKING them for the personalized outreach. Find your sweet spot on the personalization spectrum. You can't do hyper personalized video for everyone, but you can't blast the same generic template either. — Hey reps… want another cold email strategy? Go here: https://lnkd.in/gKSzmCda

I just watched a sales rep spend 3 hours crafting the "perfect" LinkedIn message to a prospect who bought from his competitor yesterday The prospect had been posting about their challenges for 6 weeks. Sharing articles about the exact problem this rep's solution solves. Commenting on industry discussions about implementation timelines. But this rep never engaged with any of it. Instead, he was busy perfecting his cold outreach template while his competitor was building relationships in plain sight. This is social selling backwards. Most sales teams treat LinkedIn like an email database with better targeting. They research profiles → craft personalized messages → send connection requests → pitch immediately But social selling isn't about better cold outreach. It's about becoming part of your prospect's decision-making process before they even know they're buying… and just keeping it casual, like a normal human. Here's what the highest-performing social sellers actually do: → They follow prospects months before reaching out → They add value to conversations prospects are already having → They become a trusted voice in their prospect's content feed → They earn permission to have sales conversations When you consistently add insight to someone's posts for 4-6 weeks, your eventual outreach isn't cold anymore. It's the natural next step in an existing relationship. Your prospects are literally telling you their priorities, challenges, and timeline through their LinkedIn activity. Stop treating social selling like fancy cold calling and start treating it like relationship building at scale. How much of your prospect research happens on LinkedIn versus actually engaging with their content? — Enjoy this? 📱 Join our community: https://lnkd.in/e3WAJnft