Samora. Intelligent GTM Infrastructure
Every call. Every email. Every LinkedIn message. Every day your rep logs what they did. Every note your manager scribbles. Every forecast your board trusts. All of it. unstructured, siloed, speaking to no one.
Until now.
Samora is the GTM intelligence engine that sits across your entire revenue operation. It captures every signal. from Gmail, your calendar, SamoraTrack daily logs, LinkedIn, WhatsApp, meeting notes and your existing sequencing tools. and turns it into one living, verified view of your pipeline. Three-tier verification separates what's real from what's hoped. Role-based intelligence delivers the right insight to every rep, manager and board member. No CRM updates required. No assumptions. Just Agent SAM. your revenue team's intelligent co-pilot, commanding clarity at every level. Because when a pipeline tells the truth, revenue stops leaking through the gap between what was claimed and what was real. That gap, across a revenue org, is worth millions.
The rep is anxious about whether they're doing enough. The manager is anxious because they have no real visibility. only what reps tell them. The board is anxious because the forecast they're looking at was built on hope, not signal. Samora fixes all three.
"Did I do enough today? Did I follow up? Was my priority right? I don't even know if my effort is translating into pipeline. I update the CRM but nobody believes it anyway."
SamoraTrack gives them a structured daily anchor. priorities, issues, wins. with completion notes that feed directly into AI signal analysis. Agent SAM cross-checks every task against actual omnichannel activity: Gmail verified, sequencing tool verified, coverage scored. The rep goes home knowing whether they had a good day. Not guessing.
"I have no idea what's actually happening in my team's pipeline. The only feedback I can give is 'do more, do more, do more.' I don't know what's blocking them. I don't know which deals are real."
The manager sees every rep's coverage verified across all channels. Gmail signals, sequencing tool signals, rep-logged activity. side by side. The gap is surfaced immediately: "Sarah logged 20 emails to Danone. Gmail verified 4. SmartReach verified 0. Let's talk about that." Real coaching. Not pressure.
"Every board meeting, someone presents a beautiful slide deck with pipeline numbers. Then the quarter closes and we missed by 40%. The data was garbage. The CRM was garbage."
The board has a three-tier verified pipeline: Verified (rep stated + signal score ≥40), Partial (rep stated, signals weak), AI-extracted (detected but unconfirmed). Every number is probability-weighted from actual conversation signals. not the CRM, not Excel. The board finally sees the real number before the quarter closes.
The signals were always there. In the emails. In the calls. In the notes. In the daily logs. In the LinkedIn messages. In your sequencing tools. They were just never talking to each other. Samora makes them speak.
Samora is the GTM intelligence engine that tells you WHERE your pipeline actually stands, then gives every role the intelligence to act on it with confidence. This is integrity as infrastructure. and integrity, operationalised, is how forecast misses shrink and revenue gets realised instead of hoped for.
Internal signals from Gmail, SamoraTrack, calendar and meeting notes. External signals from market intelligence and your existing sequencing tools. All channels. All verified.
Three-tier pipeline classification: Verified (rep + signals ≥40), Partial (rep stated, low signals), AI-extracted (detected, unconfirmed). No more hope-based forecasting.
Agent SAM delivers role-specific intelligence to every rep, manager and board member. Actionable. Probability-weighted. Evidence-backed. Not another dashboard.
Every unverified claim in your pipeline has a cost. A deal worked that was never real. A forecast committed that never lands. A rep coached on the wrong thing. When the pipeline starts telling the truth, those costs stop compounding against you and start compounding for you. Across a revenue org, the gap between claimed and real is worth millions. Samora recovers it.
Every signal captured and verified. No self-reporting. No selective storytelling. What happened is what's recorded.
When the data can't lie, people stop defending numbers and start working deals. Pipeline reviews become strategy sessions, not interrogations.
Verified deals get the effort. Dead deals get dropped early. Coaching lands on the real blocker, not the loudest guess.
Forecast misses shrink. Win rates climb. The number committed is the number that lands. Millions recovered from the gap between claimed and real.
Their real work is finally visible. Verified touches replace padded activity counts, so effort translates into credit, better accounts and faster ramp. No more proving they worked. The signals prove it for them.
Deals are signal-verified, so forecast calls stop being cross-examinations. Time goes into the deals that are real. Commission conversations get shorter because the pipeline was honest all quarter.
Coaching from evidence, not anecdote. The gap between logged and verified surfaces automatically, so every 1:1 targets the real blocker. The team number they roll up is one they can defend.
Resource allocation on truth. Which region, which product, which rep. all decided on verified pipeline, not optimism. Forecast confidence becomes a metric that goes up, quarter after quarter.
The honest number before the quarter closes, not after it misses. Hiring plans, capital allocation and valuation conversations built on verified pipeline. Integrity at the data layer becomes credibility at the board table.
Transparency is not surveillance. It is the operating system of a revenue team that trusts itself. and trust, compounded across every rep, manager and board meeting, is what realised revenue is made of.
Samora doesn't replace your sequencing tools. It integrates with them. SmartReach, Outreach, Apollo, Lemlist, and layers on the signals they generate alongside Gmail, SamoraTrack and external intelligence. One verified view. No tool-switching. No manual data entry.
Every task logged in SamoraTrack. Every email sent from Gmail. Every meeting on the calendar. Every completion note your rep writes when they close a task. Samora reads all of it, cross-checks it and surfaces the gap between what was said and what actually happened.
Samora integrates with your existing sequencing tools. SmartReach, Outreach, Apollo, Lemlist. We pull the signals they generate (sent, opened, clicked, replied) and map them to your accounts. Then we layer on external market intelligence: funding news, hiring signals, LinkedIn activity, company announcements.
A customer can be hot for Product A but cold for Product B. Samora tracks each opportunity separately. per account, per product. so a high signal from one offering doesn't inflate pipeline for others. The intelligence is sharp. The forecast is honest.
A live view of the Samora pipeline dashboard, built on signals from Gmail, SamoraTrack, sequencing tools and external intelligence. Three-tier verification. Region-mapped. Role-specific.
Most reps start the day guessing and end it not knowing if it was a good one. SamoraTrack replaces the guesswork with a daily operating rhythm: a personalised SAM Brief before the first coffee, meeting prep before every call, habit streaks that compound, and SAM Alerts that catch deals going cold before the rep does. Every log becomes a signal. Every signal sharpens the pipeline.
Log your top 3 priorities at the start of the day. Mark them done with a completion note. "Met Mondelez buyer, confirmed ₹40L budget". and that note becomes an AI signal, a deal stage update and a coaching input simultaneously. 60 seconds a day. Your rep's work verifies itself.
Good morning Sarah. I read 214 signals overnight. Gmail, SmartReach, your calendar, market news on 12 target accounts. Here is what your day should look like.
Prep attached: last objection was data residency (legal one-pager ready). Decision criteria still unconfirmed after 3 meetings. that is your one question to leave with. Competitor mention in call 2: they're comparing against Bizom.
CFO's public priority per LinkedIn: cost consolidation. Open with the ROI slide, not the product tour. Budget owner is the last MEDDPICC gap on this deal. confirm it today and the deal goes fully Verified.
The SAM Brief. Every rep starts the day already knowing what matters, why it matters and what to do first. Written from verified signals, not vibes.
Every thread on this deal is with the product team. No budget owner has appeared in any channel, any meeting, any note. Deals this size without EB contact slip past their close date more often than not.
PO is confirmed verbally but nobody has asked who signs, what legal review takes, or procurement lead time. This is where "closing next week" becomes "closing next quarter."
Your champion went quiet right after the proposal. Last sentiment was positive, so this is drift, not rejection. Email has been tried twice.
Either the emails went from a non-connected account, or they didn't go. Until verified, this pipeline can't be forecast.
SAM Alerts. Not "the deal is at risk." Exactly which element is missing, why it blocks the close, and the next move. pushed to the rep and the manager before it costs the quarter.
Before the first coffee, SAM has read everything that moved overnight: replies, opens, signal score changes, market news on target accounts. The brief lands with the top 3 highest-leverage actions for the day, each backed by evidence. Cached and always available. even when the network isn't.
SAM reads the calendar and prepares every meeting before it happens: full signal history on the account, last email threads, open objections, stakeholder gaps, competitor mentions from previous calls. The rep walks in knowing more than the prospect expects. Every time.
Logging streaks, follow-up discipline, coverage rhythm. tracked as habits, not chores. The rep sees their streak grow. The manager sees discipline become visible. Small daily consistency is what separates the top performer from the busy one, and now it compounds in the open.
A deal going quiet. A champion who stopped replying. A close date approaching with no recent touch. A coverage gap widening. SAM Alerts push the warning to the rep and the manager before the deal dies silently. Not a report you pull. A signal that finds you.
Complete a task, add a note. "NDA signed, CFO joining next call". and the signal score rises. Enough signals and the deal moves from Partial to Verified automatically. No CRM update. No manual stage change. The rep's work verifies itself.
Every evening, Agent SAM reviews the day: what moved, what stalled, what tomorrow's highest-leverage action is. Every week, the pattern view: which habits held, which accounts warmed, where the playbook is working. Specific coaching from the rep's own data. not generic advice.
When a rep marks a task done and adds a note, that note is immediately analysed: deal stage updated, signal score recalculated, coaching feedback generated. One sentence from the rep. Multiple intelligence outputs automatically.
Add deal value per product. License Management $120K MRR, Implementation $30K one-time, Support $5K QRR. all annualised to USD with live FX conversion. The total is the signal-weighted forecast, not a slider guess.
Type "Dubai". maps to Middle East. "Mexico City". maps to LATAM. "Singapore". maps to APAC. The pipeline chart builds itself by region, showing exactly where your pipeline is concentrated and where the gaps are.
AE sees their deals and action items. Manager sees team pipeline by rep with verified vs partial vs unverified stacked bars. Director sees regional gaps. CXO sees forecast confidence and board-ready metrics. Everyone gets their view.
Every rep's wins are visible to their manager, timestamped, with the completion note. "Sarah · Shell Lubricants · 10:14 AM · Met Ahmed, PO in 2 weeks." Real coaching, not storytelling.
The morning brief and the coaching alerts are not add-ons. They are the daily rhythm of the product. Brief in the morning, alerts through the day, review in the evening. The rep is never flying blind and neither is the manager.
Works on iOS and Android. Full Supabase sync across devices. Log on your phone at 9am, review on desktop at 6pm. Installable on home screen. No login friction after setup.
Three priorities. One star. 60 seconds. Every log becomes a signal. Every signal sharpens the pipeline. Daily and weekly AI reviews from Agent SAM. Free to set up in 5 minutes. Your team will not feel tracked. They will feel supported. and their pipeline will start speaking the truth.
samoratrack.vercel.app · PWA · Free · 60 seconds a day
Agent SAM sits on top of every signal Samora captures. SamoraTrack daily logs, Gmail, sequencing tool data, calendar meetings, meeting notes, external market intelligence. It turns all that unstructured data into structured, verified intelligence. And then it speaks. to the rep who needs clarity, to the manager who needs real feedback, and to the board who deserves the honest number.
Asks SAM: "What should I prioritise today?" SAM reads signal scores across all accounts, completion notes from yesterday, Gmail thread age and sequencing tool activity, and returns a prioritised action list with the specific account, channel and reasoning. Not a to-do app. An evidence-based morning brief.
Asks SAM: "Which of my reps has a gap between what they logged and what actually happened?" SAM reads every rep's tasks against Gmail-verified and sequencing-tool-verified activity, and surfaces the specific accounts, channels and quantities where the claims don't match the signals. Specific. Evidenced. Respectful.
Asks SAM: "What is our real pipeline and forecast confidence this quarter?" SAM reads the three-tier verified pipeline, regional breakdown, product-level opportunities and signal-weighted probabilities. not the CRM. The board gets the honest number, backed by signal evidence, before the quarter closes.
Good morning. I've read across every signal source your team generates. SamoraTrack logs, 847 verified omnichannel touches, Gmail threads, SmartReach signals and external market intelligence on 24 target accounts.
Here is what the verified data is telling me:
What would you like to explore? Ask me anything. as a rep, a manager or a board member.
If you are a founder, a CXO, a CRO, a Revenue Owner or a Board Member. you have been making growth decisions based on what someone presented to you. A slide deck. An Excel export. A CRM screenshot. SAMagic is the first time you get to ask the verified data itself. Directly. In plain language. With no filter between you and the truth.
You don't have time for dashboards. You have one question: is the pipeline real? SAMagic answers in 90 seconds. with three-tier verification (Verified · Partial · AI-extracted) and the signal evidence to back every number, not someone's optimism about it.
You own the number but you don't trust the CRM. SAMagic gives you the signal-verified pipeline by rep, by region and by product. stacked bars showing verified vs partial vs unverified. with coverage gaps and forecast confidence. All from actual signal, not self-reporting.
Every board meeting, someone presents a beautiful deck. Then the quarter misses. SAMagic gives you your own view. before the board meeting, not at it. Ask Agent SAM directly. The three-tier pipeline is signal-backed. The forecast is probability-weighted. The number is honest.
You're accountable for a geography with reps you can't sit next to. SAMagic surfaces exactly what's happening on the ground. per region, per account, per rep. with verified activity data. Dubai goes to Middle East. Mexico to LATAM. The regional view builds itself.
Salesforce, SAP and the enterprise software world are scrambling toward headless architecture. Samora was designed this way from day one. signal-first, verification-native, agent-ready.
"CRM as an execution layer for humans, software and autonomous agents. The UI becomes oversight while execution happens elsewhere."
"A modern composable CX Suite. AI agents for sales, service and marketing. Modular bundles to adopt over time."
"No one starts their day logging into Salesforce. The agent reads the CRM, reasons over it and pushes what matters to where the team lives."
Start with a free 30-minute Signal Audit. We map your channels, score your pipeline integrity and show exactly where the data is lying. and what it would take to make it honest.
Curious who built this? Meet the builder →