The Marketing-Sales Alignment SLA Template for B2B SaaS: A Copy-Paste Document for 2026 (with the 5-Minute Rule, MQL/SQL Definitions, and Feedback Loop Process)


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A documented marketing-sales SLA is the single highest-leverage RevOps artifact at a B2B SaaS company between $2M and $50M ARR — and most companies in that range do not have one. The right SLA contains seven sections in this exact order: (1) MQL definition with explicit scoring criteria and disqualifiers, (2) SQL definition with sales-side acceptance criteria, (3) lead routing speed SLA (5-minute rule for high-intent leads), (4) SDR response time SLA (30-minute first attempt, 24-hour multi-touch cadence), (5) feedback loop process for sales to flag bad leads back to marketing, (6) escalation procedures when either side misses the SLA, (7) weekly review cadence with documented owners. The compounding impact when this SLA is enforced: 7-21x conversion lift on leads contacted within 5 minutes vs after 60 minutes (per Harvard Business Review’s foundational research, validated against B2B SaaS in 2026 data), 30-50% MQL-to-SQL conversion improvement, 25-40% reduction in sales-marketing friction, and meaningful CRO retention improvement. This guide includes the complete copy-paste SLA document text, the four-week rollout plan, and the six most common ways B2B SaaS SLAs fail in execution even when documented correctly.

Why marketing-sales alignment fails in B2B SaaS without a written SLA

Marketing and sales misalignment is the most-talked-about problem in B2B SaaS RevOps and the least-solved. The root cause is structural, not interpersonal: marketing optimizes for MQL volume because that is what marketing dashboards measure, sales optimizes for accepted SQLs because that is what sales compensation rewards, and the handoff between MQL and SQL is unowned by either side. Without a written SLA that documents who owns what at each step, every quarter produces the same conversation: sales says marketing leads are bad, marketing says sales is not following up, and the CEO mediates without resolving the underlying ambiguity.

Three structural failure modes follow when no SLA exists:

  • Failure 1: Marketing and sales use different definitions of MQL and SQL. Marketing’s MQL is anyone with a 50+ scoring threshold. Sales considers a lead ‘qualified’ only when it includes title seniority, company size match, and an active business problem. The same lead gets counted twice with opposite implications.

  • Failure 2: No documented routing speed. Marketing pushes leads to the CRM. The CRM assigns to a round-robin. The SDR picks up the lead 6-18 hours later. By then, the buyer has visited 2-3 competitors. Harvard Business Review’s foundational research established that leads contacted within 5 minutes convert at 7-21x the rate of leads contacted after 60 minutes. Without a written speed SLA, no one owns the speed.

  • Failure 3: No feedback loop. Sales rejects 35-60% of MQLs in a typical B2B SaaS account but rarely tells marketing why. Marketing optimizes for MQL volume because the rejection signal does not flow back. The same patterns repeat for quarters.

A written SLA is not bureaucratic overhead. It is the artifact that converts marketing-sales tension from a recurring debate into a documented operating system. The seven-section template below is the standard structure that works across B2B SaaS companies from $2M to $50M ARR.

What a marketing-sales SLA actually is (and what it is not)

A marketing-sales SLA is a written document agreed by the head of marketing and the head of sales, with the CEO as final arbiter. It defines: how marketing qualifies leads, how sales accepts or rejects them, how fast each side acts, what feedback flows in which direction, and what happens when either side fails the agreement. The SLA is not a contract. It is not enforced through penalties. It is enforced through review cadence and CEO-level accountability when patterns of non-adherence appear.

What an SLA IsWhat an SLA Is NotCommon Misconception
A documented operating agreement between marketing and salesA legal contract or HR documentTreated like an enforceable contract creates legalistic culture; SLAs work through accountability not punishment
A definition of MQL, SQL, routing speed, response time, feedback process, escalationA guarantee that every MQL will closeDefines process, not outcomes; outcomes depend on lead quality and sales execution
Reviewed weekly in a 60-minute pipeline meetingReviewed annually or neverAnnual review is too infrequent; weekly review catches drift before it compounds
Owned by VP Marketing and VP Sales with CEO escalation rightsOwned by RevOps in isolationRevOps maintains the document; marketing and sales leaders own adherence
A living document updated quarterly as the business changesA static document signed onceQuarterly recalibration is mandatory — ICP shifts, ACV shifts, channel mix shifts all require updates

The 7-section marketing-sales SLA structure for B2B SaaS

Every section has a fixed purpose, a documented owner, and a measurable success criterion. The order matters — definitions before SLAs, SLAs before feedback loops, feedback before escalation.

#SectionOwnerSuccess Criterion
1MQL DefinitionVP Marketing (with VP Sales sign-off)Lead scoring criteria + disqualifiers + ACV-tier thresholds documented
2SQL DefinitionVP Sales (with VP Marketing sign-off)Acceptance criteria + rejection criteria documented; rejection requires reason code
3Lead Routing Speed SLARevOps (system enforcement)High-intent leads routed in under 5 minutes; all leads under 30 minutes
4SDR Response Time SLAVP Sales (process enforcement)First outreach attempt within 30 minutes of routing; multi-touch cadence over 14 days
5Feedback Loop ProcessRevOps (data flow) + Sales Reps (input)Every rejected lead gets a reason code; marketing sees rejection patterns weekly
6Escalation ProceduresCEO (final arbiter)Documented escalation path when either side breaches SLA for 2+ consecutive weeks
7Weekly Review CadenceVP Marketing + VP Sales (joint)60-min Friday meeting with documented agenda + decisions log

Section 1 — MQL Definition: how marketing qualifies leads

The MQL definition is the most-debated section of any B2B SaaS SLA. It must answer four questions explicitly: what score threshold qualifies a lead as MQL, what attributes must be present, what attributes automatically disqualify, and whether MQL thresholds vary by ACV tier.

Score threshold by ACV tier

Single global MQL thresholds (e.g., ‘60 points or above is an MQL’) produce mismatched outcomes when a company sells across multiple ACV tiers. The recommended structure: dynamic thresholds by ACV tier.

ACV TierMQL Score ThresholdExpected MQL → SQL RateRecommended Routing
Sub-$10K ACV (self-serve / PLG)35-50 points12-22%Auto-route to PLG onboarding; SDR only on product-qualified signal
$10K-$30K ACV (lower mid-market)50-65 points18-28%Route to SDR; 5-min SLA on demo requests
$30K-$75K ACV (mid-market)60-75 points22-35%Route to AE-assigned SDR; 5-min SLA on demo requests
$75K-$200K ACV (mid-enterprise)70-85 points28-45%Route directly to AE; 15-min SLA
$200K+ ACV (strategic enterprise)80-95 points35-55%Route to named-account AE; 30-min SLA with handover document

Mandatory attributes for MQL qualification

  • Industry fit — company industry matches one of the documented target verticals

  • Company size match — employee count and revenue within target range

  • Geography match — company HQ or office location in supported regions

  • Title seniority — submitter holds Director-level title or above (or technical role with budget influence depending on segment)

  • Business email — corporate email domain, not free/personal email

  • Behavioral signal — at least one tracked engagement event in the trailing 30 days

Automatic disqualifiers (regardless of score)

  • Student email or .edu domain

  • Competitor company domain

  • Free email + company size under 10 employees (consumer interest, not B2B buyer)

  • Geographic region outside supported markets

  • Industry on the exclusion list (e.g., regulated industries the company does not serve)

  • Submitter title obviously irrelevant (e.g., intern, student researcher)

Section 2 — SQL Definition: how sales accepts or rejects MQLs

The SQL definition is the sales-side mirror of the MQL definition. Sales must accept or reject every MQL within a defined window (typically 24 hours). Rejection requires a reason code from a standardized list. Without reason codes, marketing has no signal to adjust scoring or targeting.

SQL acceptance criteria

  • Lead matches the documented ICP at the firmographic level

  • Submitter holds buyer or champion role within the buying committee

  • Submitter’s company has an active business problem the product addresses

  • Timing — submitter is evaluating or open to evaluating within the next 6 months

  • Budget — buying committee has authority to allocate budget for solutions in this category

Standardized rejection reason codes

CodeReasonWhat This Tells MarketingRecommended Marketing Action
R1ICP misfit — company size/industry/geography wrongTargeting is too broad or wrongTighten audience definitions; review ICP filters
R2Role misfit — submitter not in buying committeeTargeting is reaching wrong personasAdjust title/seniority targeting in ad platforms
R3Timing — not evaluating in next 6 monthsLead is research-stage, not buy-stageRoute to nurture sequence; do not lose contact
R4Budget — no budget authorityLead is informational, not decision-makingAdd to lower-priority nurture; potential influencer
R5Competitor — competitor employee researching usTargeting accidentally captured competitorAdd competitor domain to negative audience list
R6Student / academic — research-only intentTargeting reaching education sectorAdd .edu and student-title disqualifiers
R7Duplicate — already in active pipelineCRM deduplication brokenFix CRM dedup logic; review record matching
R8Unresponsive — no response to 3+ outreach attemptsLead engagement died after submissionReview nurture sequence; consider retargeting

Every rejected lead must include one of these codes. The rejection data flows back to marketing weekly in the Friday pipeline review — if R1 (ICP misfit) is the dominant rejection code three weeks running, marketing has a targeting problem. If R3 (timing) dominates, marketing has a top-of-funnel content problem reaching too-early-stage buyers.

Section 3 — Lead Routing Speed SLA: the 5-minute rule

Lead routing speed is the single highest-impact element in the entire SLA. Harvard Business Review’s foundational research established that leads contacted within 5 minutes convert at 7-21x the rate of leads contacted after 60 minutes — and this multiplier has only intensified in 2026 as buyer expectations of instant response rose with consumer AI experiences.

Speed SLA by lead type

Lead TypeRouting Speed SLAFirst Outreach SLAConversion Multiplier If SLA Met
Demo request (high-intent)Under 5 minutes (instant via automation)Under 5 minutes total (auto-book + SDR call)21x baseline
Pricing page formUnder 5 minutesUnder 30 minutes10x baseline
Free trial signupUnder 5 minutes (auto-route to PLG flow)Under 30 minutes for sales-qualified PLG8x baseline
Contact-sales formUnder 5 minutesUnder 30 minutes15x baseline
Whitepaper / gated content downloadUnder 30 minutesUnder 4 hours4x baseline
Webinar registrationUnder 4 hoursSame day (if attended) or next day (if no-show)3x baseline
Newsletter signupUnder 24 hoursNurture sequence, no manual outreach1x baseline

Required infrastructure for speed SLA

  • CRM-to-routing automation (HubSpot Workflows, Salesforce Process Builder, or RevOps tools like Chili Piper)

  • Calendar booking integration that allows demo requesters to self-serve a meeting time

  • Slack / email alerts to SDRs when their leads are routed

  • Round-robin assignment with capacity capping (so vacationing or overloaded SDRs do not receive leads)

  • Real-time monitoring dashboard showing average routing speed and first outreach speed by SDR

Section 4 — SDR Response Time SLA: cadence and persistence

After the first outreach attempt, the SDR follows a documented multi-touch cadence. The recommended structure: 8-12 touches across 14 days using 3-4 channels (phone, email, LinkedIn message, video). The SLA defines minimum touch count and channel diversity — not the script.

  • Touch 1 (within 30 min of routing): phone + voicemail + email follow-up

  • Touch 2 (Day 1, afternoon): LinkedIn connection request with personalized note

  • Touch 3 (Day 2): phone + email with case study or relevant content

  • Touch 4 (Day 3): video email or Loom

  • Touch 5-8 (Days 5-10): phone + email + LinkedIn alternating

  • Touch 9-12 (Days 11-14): break-up sequence with explicit ask for response

  • After 14 days with no response: route to long-term nurture sequence; do not delete contact

Section 5 — Feedback Loop Process: how sales tells marketing what is broken

Every rejected lead generates a reason code that flows back to marketing weekly. The Friday pipeline review surfaces the top three rejection patterns of the week with named actions for marketing to take. Without this feedback loop, marketing optimizes blind.

  • Real-time rejection signal: SDR clicks ‘reject’ in CRM with reason code dropdown (8 codes from rejection table)

  • Weekly rejection report: emailed to VP Marketing every Friday morning showing rejection codes by source by ACV tier

  • Friday review: top 3 rejection patterns discussed; marketing commits to 1-2 targeting or content changes for the following week

  • Quarterly recalibration: rejection patterns over 12 weeks inform updates to MQL scoring, ICP definitions, and ad targeting

Section 6 — Escalation Procedures: what happens when SLAs break

SLAs work because of accountability, not because of punishment. The escalation path defines what happens when either side breaches the SLA for 2+ consecutive weeks. The structure: tier 1 review by VP Marketing + VP Sales, tier 2 review by CEO if the issue persists, tier 3 SLA renegotiation if the breach reflects a structural change in the business.

  • Tier 1 (after 2 weeks of breach): VP Marketing and VP Sales review in next Friday pipeline meeting; identify root cause; commit to corrective action in writing

  • Tier 2 (after 4 weeks of breach): CEO escalation; CEO mediates; if behavioral issue (one side not following process), corrective performance action; if systemic issue (ICP shifted, ACV mix shifted), SLA renegotiation triggered

  • Tier 3 (after 6 weeks of breach): SLA renegotiation with new MQL/SQL thresholds, new ACV-tier breakdowns, new speed SLAs

Section 7 — Weekly Review Cadence: 60-minute Friday pipeline meeting

The weekly meeting is the operating mechanism of the SLA. Without it, the SLA becomes a document no one references. The recommended structure: 60 minutes, fixed agenda, decisions log.

  • Minutes 1-10: Top-line metrics (MQL volume, MQL-to-SQL rate, SQL-to-Opp rate, rejection rate trend)

  • Minutes 11-25: Top 3 rejection patterns this week with rejection code breakdown

  • Minutes 26-40: Speed SLA performance review (routing speed, first outreach speed by SDR)

  • Minutes 41-55: 1-2 marketing changes for next week + 1-2 sales process adjustments

  • Minutes 56-60: Decisions log review; assign owners; confirm next week agenda

The 4-week rollout plan for a B2B SaaS marketing-sales SLA

Rolling out an SLA in B2B SaaS is itself a project. Rolling it out badly produces sales-marketing friction that takes 6-12 months to repair. The 4-week structure below works across companies from $2M to $50M ARR.

WeekPhaseActionsDeliverable
Week 1DraftVP Marketing drafts SLA based on current data; reviews with RevOps for system feasibilityDraft v1 SLA document (8-15 pages)
Week 2NegotiateJoint VP Marketing + VP Sales sessions to align on MQL/SQL definitions, thresholds, rejection codes; 2-3 working sessionsDraft v2 SLA with both leaders’ sign-off
Week 3Build infrastructureRevOps configures CRM workflows, routing automation, rejection code dropdowns, weekly report templatesAll technical infrastructure live in staging environment
Week 4LaunchAll-hands sales + marketing meeting to walk through SLA; CEO endorses; first Friday pipeline review runSLA live + first weekly meeting completed

The 6 most common ways marketing-sales SLAs fail in B2B SaaS execution

  • Failure 1: No CEO endorsement at rollout. SLAs introduced by VP Marketing alone get ignored by sales. SLAs introduced by VP Sales alone get ignored by marketing. The CEO must publicly endorse the SLA at the all-hands rollout meeting. Without that endorsement, sales reps treat the SLA as ‘marketing’s document.’

  • Failure 2: Reason codes treated as optional. SDRs reject leads without selecting a reason code because the CRM does not enforce it. Marketing then has no signal. Fix: make the reason code field required in the CRM — rejection cannot save without it.

  • Failure 3: Friday pipeline review canceled when busy. The single most common failure mode. The first time the Friday meeting is canceled because someone is busy, it gets canceled again the next week. By week 6 the meeting has stopped happening. Fix: CEO attends the first 8 weekly meetings personally to signal the cadence is non-negotiable.

  • Failure 4: SLA never updated as business changes. The SLA written at $5M ARR no longer fits at $15M ARR — ACV mix shifted, ICP shifted, sales team grew. SLAs require quarterly recalibration. Without it, sales-marketing friction creeps back.

  • Failure 5: Speed SLA without technical enforcement. ‘Leads must be routed within 5 minutes’ is meaningless without automation that actually routes within 5 minutes. Manual SDR pickup cannot meet 5-minute SLA reliably. Fix: invest in routing automation (Chili Piper, Salesloft, HubSpot Workflows) before launching the SLA.

  • Failure 6: Marketing optimizes around the SLA instead of for outcomes. If marketing is measured only on MQL volume above the threshold, the team will produce MQLs at the threshold and stop. The SLA should be paired with marketing accountability for downstream SQL and opportunity conversion, not just MQL volume.

How specialist B2B SaaS partners support SLA implementation vs the industry standard

Marketing-sales SLA implementation depends on three things working together: documented agreement (which is content work), CRM and routing infrastructure (which is technical work), and weekly review cadence (which is operating-rhythm work). Generalist agencies typically support only the content work and leave the infrastructure and operating rhythm to the in-house team. Specialist B2B SaaS partners integrate all three.

CapabilityIndustry Standard AgencyGrowthSpree (Specialist B2B SaaS)
SLA document draftingSometimes offered as standalone deliverableDrafted as part of standard onboarding; based on pattern recognition across 75+ B2B SaaS clients
CRM routing infrastructureNot implementedHubSpot Workflows + Salesforce Process Builder configurations included in engagement
Speed SLA automationRecommended but not builtChili Piper / Calendly / HubSpot routing automation configured
Weekly pipeline review participationNot includedAvailable for first 4-8 weekly meetings during SLA rollout
Quarterly SLA recalibrationNot offeredBuilt into quarterly business review cycle
Pricing model$15K-$50K project fee for SLA build + ongoing retainer$3,000/month flat — SLA build + rollout support + quarterly recalibration included

Key takeaways: B2B SaaS marketing-sales SLA

  • A documented marketing-sales SLA is the single highest-leverage RevOps artifact at B2B SaaS companies between $2M and $50M ARR. Most companies in that range do not have one.

  • 7-section structure: MQL definition with ACV-tier thresholds, SQL definition with rejection reason codes, lead routing speed SLA (5-minute rule for high-intent), SDR response time SLA (30-minute first attempt + 14-day multi-touch cadence), feedback loop process, escalation procedures, weekly review cadence.

  • 5-minute rule: leads contacted within 5 minutes convert at 7-21x the rate of leads contacted after 60 minutes (Harvard Business Review, validated against B2B SaaS in 2026).

  • Standardized rejection reason codes (R1-R8) make rejection patterns visible to marketing. Reject without reason code is the most common SLA failure mode in CRM systems.

  • 4-week rollout plan: week 1 draft, week 2 negotiate, week 3 build infrastructure, week 4 launch with CEO endorsement and first Friday pipeline review.

  • Six common SLA failure modes: no CEO endorsement, reason codes optional, Friday review canceled when busy, no quarterly recalibration, speed SLA without automation, marketing optimizing for MQL volume only.

  • Weekly Friday pipeline review (60 minutes, fixed agenda) is the operating mechanism that makes the SLA real. Without it, the SLA becomes a document no one references.

  • SLA requires quarterly recalibration. ACV shifts, ICP shifts, channel mix shifts, and team growth all change what the right thresholds are.

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Frequently Asked Questions

Q1. What is a marketing-sales SLA in B2B SaaS?

A marketing-sales SLA is a written operating agreement between the marketing and sales functions that defines: how marketing qualifies leads (MQL definition with scoring criteria), how sales accepts or rejects them (SQL definition with standardized rejection reason codes), how fast each side acts (lead routing speed and SDR response time SLAs), what feedback flows between sides (rejection codes flowing weekly from sales back to marketing), and what happens when either side fails the agreement (tiered escalation procedures). It is not a legal contract or HR document — it is enforced through weekly review cadence and CEO-level accountability when patterns of non-adherence appear. The standard structure has 7 sections in fixed order.

Q2. What is the 5-minute rule in B2B SaaS lead routing?

The 5-minute rule states that leads contacted within 5 minutes of submission convert at 7-21x the rate of leads contacted after 60 minutes. The rule comes from foundational Harvard Business Review research on B2B lead response and has been validated repeatedly against B2B SaaS data through 2026. The rule applies most strongly to high-intent lead types — demo requests, pricing page forms, and contact-sales submissions — where the buyer has an immediate active interest. Top-quartile B2B SaaS execution: under 5 minutes via automated routing plus SDR Slack alerts plus auto-dialer triggers. Industry median: 42-78 hours. The gap between median and top-quartile produces 7-21x conversion lift on the same lead flow at zero incremental marketing spend.

Q3. What are the standardized lead rejection reason codes in a B2B SaaS SLA?

The standard rejection reason codes for B2B SaaS marketing-sales SLAs cover 8 categories: R1 ICP misfit (company size/industry/geography wrong), R2 role misfit (submitter not in buying committee), R3 timing (not evaluating in next 6 months), R4 budget (no budget authority), R5 competitor (competitor employee researching), R6 student/academic (research-only intent), R7 duplicate (already in active pipeline), R8 unresponsive (no response to 3+ outreach attempts). Every rejected lead must include one code. The CRM must enforce this — rejection cannot save without a code selected. Rejection patterns flow back to marketing weekly: if R1 dominates, marketing has a targeting problem; if R3 dominates, marketing has a top-of-funnel content problem reaching too-early-stage buyers.

Q4. Should B2B SaaS use a single MQL threshold or different thresholds by ACV tier?

Top-quartile B2B SaaS execution uses dynamic MQL thresholds by ACV tier, not a single global threshold. Recommended thresholds: sub-$10K ACV self-serve 35-50 points, $10K-$30K lower mid-market 50-65, $30K-$75K mid-market 60-75, $75K-$200K mid-enterprise 70-85, $200K+ strategic enterprise 80-95. Each tier targets 12-55% MQL-to-SQL conversion (higher tier = higher conversion expectation because routing is more selective). A single global threshold produces mismatched outcomes when a company sells across multiple ACV tiers — over-qualifying low-ACV leads or under-qualifying enterprise leads. The dynamic-threshold structure also lets marketing optimize differently for each tier: behavioral signals weight higher for PLG, firmographic and intent signals weight higher for enterprise.

Q5. How should B2B SaaS roll out a new marketing-sales SLA?

The 4-week rollout plan: Week 1 draft — VP Marketing drafts the SLA based on current data; RevOps reviews for system feasibility. Week 2 negotiate — joint VP Marketing + VP Sales sessions to align on MQL/SQL definitions, ACV-tier thresholds, rejection codes; 2-3 working sessions produce draft v2 with both leaders’ sign-off. Week 3 build infrastructure — RevOps configures CRM workflows, routing automation (Chili Piper, HubSpot Workflows, Salesloft), rejection code dropdowns, weekly report templates. Week 4 launch — all-hands sales + marketing meeting walking through SLA; CEO endorses publicly; first Friday pipeline review runs. CEO endorsement at launch is critical — SLAs introduced without CEO endorsement get ignored by whichever side feels disadvantaged.

Q6. What is the SDR response time cadence for a B2B SaaS SLA?

The recommended multi-touch SDR cadence after initial routing: Touch 1 within 30 minutes (phone + voicemail + email follow-up), Touch 2 Day 1 afternoon (LinkedIn connection request with personalized note), Touch 3 Day 2 (phone + email with case study or relevant content), Touch 4 Day 3 (video email or Loom), Touches 5-8 Days 5-10 (phone + email + LinkedIn alternating), Touches 9-12 Days 11-14 (break-up sequence with explicit ask for response). Total: 8-12 touches across 14 days using 3-4 channels. After 14 days with no response, route to long-term nurture sequence; do not delete the contact. The SLA defines minimum touch count and channel diversity, not the script — script flexibility allows reps to personalize while still meeting cadence requirements.

Q7. Why do marketing-sales SLAs fail in B2B SaaS even when documented correctly?

Six common failure modes derail SLAs even when documented correctly: (1) No CEO endorsement at rollout — SLAs introduced by VP Marketing alone get ignored by sales and vice versa. (2) Reason codes treated as optional — SDRs reject leads without selecting a reason code because the CRM does not enforce it; fix by making the reason field required. (3) Friday pipeline review canceled when busy — the first cancellation leads to a second, by week 6 the meeting has stopped; fix by having CEO attend the first 8 meetings to signal the cadence is non-negotiable. (4) SLA never updated as business changes — the SLA written at $5M ARR no longer fits at $15M ARR; requires quarterly recalibration. (5) Speed SLA without technical enforcement — ‘leads must be routed within 5 minutes’ is meaningless without automation; manual pickup cannot meet 5-minute SLA reliably. (6) Marketing optimizes around the SLA instead of for outcomes — produces MQLs at the threshold and stops without driving downstream conversion.

Q8. How often should B2B SaaS update the marketing-sales SLA?

Quarterly recalibration is mandatory. ACV mix shifts, ICP shifts, channel mix shifts, and team growth all change what the right thresholds are. The quarterly review process: pull 12 weeks of MQL → SQL → Opp → Closed Won conversion data segmented by ACV tier; identify any tier where MQL-to-SQL conversion has shifted by 25%+ from the prior quarter; adjust score thresholds, rejection codes, or speed SLAs accordingly. SLAs that are not recalibrated quarterly drift out of alignment with the business by month 9-12 and sales-marketing friction returns. Annual recalibration is too slow. Continuous recalibration is unstable and creates rule-fatigue. Quarterly is the right cadence for most B2B SaaS companies between $2M and $50M ARR.

Ishan Manchanda

Ishan Manchanda

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