Autolite QA

Campaign Audit Report | April 13, 2026

Account Snapshot

Product QA consulting + test automation
Geography US and Canada
ICP B2B SaaS (20-500 employees)
Verticals PropTech, Construction Tech, Logistics, Field Service
Leads Promised 2,000/month
Lead Source Lead411 (PIQ sources)
Domains 6 domains, 27 days old
Status 2 active campaigns, transitioning to new infra

Executive Summary

Cold Email Viability: Moderate

QA automation is a real pain point for scaling SaaS teams, especially in asset-heavy verticals where downtime is expensive. The challenge is differentiation — every dev shop pitches "automated testing." The ownership model ("we maintain it, you don't") is the sharp edge, but the copy buries it.

Account Health: Yellow

Reply rates are 0.21% across both campaigns (5 replies from 2,357 contacted). Bounce rate on catch-all is 15.4% (list hygiene issue). Primary issue: ICP is too broad (4 distinct verticals, one generic sequence) and copy lacks vertical specificity.

Priority Actions

  • Urgent Split into vertical-specific campaigns. One sequence cannot speak to PropTech, Construction Tech, Logistics, and Field Service simultaneously.
  • This Week Get the case study PDFs. Extract specific numbers/outcomes for Step 3 and P.S. lines. Current copy references claims without proof.
  • This Week Fix Step 2. It's 2 sentences with an empty paragraph. Zero value, zero reason to reply.
  • Next Week Implement merge field personalization. Use company-specific signals (tech stack, recent funding, hiring posts for QA roles).
  • Ongoing Monitor domain performance. At 6 months (Sept 17, 2026), if results haven't improved, flag for deeper infra review.

What's Working

  • Infrastructure is clean. All 5 sending domains have valid SPF/DKIM/DMARC. New domains mean fresh reputation — no burn history.
  • Sender persona is consistent (Skye Hood across all mailboxes). No identity confusion.
  • 6-step sequence structure is appropriate for this market. SaaS buyers need multiple touches.
  • Lead411 source isn't exhausted. Volume is achievable without hitting list fatigue.

What's Limiting Results

  1. Vertical-generic copy kills relevance. A PropTech CTO worries about resident portal uptime. A Construction Tech CTO worries about job site connectivity. A Logistics CTO worries about EDI integrations. The current sequence speaks to none of these.
  2. Heavy spintax reads AI-generated. Step 1 has 9 spintax points, but they're shallow synonym swaps. This doesn't vary the angle — it just shuffles words. Recipients can smell it.
  3. Claims without proof destroy credibility. "$50k-$80k per engineer" and "cut regression time by 70%" — specific numbers with zero attribution. Engineering buyers dismiss this instantly.
  4. Step 2 is a wasted touch. Two sentences, one empty paragraph. No new angle, no asset, no reason to engage.
  5. CTA repetition. Every email asks some variation of "want to see it?" By Step 4, recipients know the pattern and ignore it.

Campaign Performance

2,357
Total Leads Contacted
5
Total Replies
0.21%
Overall Reply Rate
15.4%
Catch-all Bounce Rate
Campaign Leads/Day Contacted Replies Reply Rate Bounces
Catch-all 30 737 3 0.76% 61 (15.4%)
Valids 48 1,620 2 0.33% 6 (1%)

ICP + Campaign Lanes

Recommended Split

Lane Vertical Core Pain Personalization Hook
1 PropTech / Facility Management Portal uptime, resident experience, PM system integration {{property_management_platform}} or recent portfolio growth
2 Construction Tech Job site connectivity, offline-first apps, subcontractor coordination {{primary_app_type}} or equipment tracking
3 Logistics / Fleet / Supply Chain EDI integrations, carrier API reliability, release velocity {{primary_integration_type}} or tech stack mentions
4 Field Service Dispatch reliability, mobile tech apps, SLA compliance {{field_service_platform}}

Questions for Client

  1. Can you share the case study PDFs? We need specific numbers and outcomes to make social proof credible.
  2. Which of the 4 verticals has your strongest track record? We should weight campaigns accordingly.
  3. Can you define the "QA automation roadmap" deliverable more concretely? Specificity increases reply rates.
  4. Do you have any current clients willing to do a quick reference call? Named testimonials beat generic claims.

Top 3 Copy Priority Actions

  1. Priority 1 Rewrite Step 1 with vertical-specific angles and kill 50% of the spintax. Use homework-based hooks (specific observations about their product, tech stack, or recent news). Move away from generic "manual regression" language.
  2. Priority 2 Get case study details and rewrite Steps 3 and 5. Replace "70% reduction" and "SaaS analytics team" with specific, verifiable outcomes from real clients.
  3. Priority 3 Vary CTA shapes across the sequence. Step 1 = asset offer. Step 2 = referral ask. Step 3 = specific reply trigger. Step 4 = meeting OR asset choice. Never repeat the same CTA twice.