Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
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Evaluates current go-to-market positioning versus the market. Analyzes website, content, pricing, ICP alignment, and competitive landscape to identify gaps, opportunities, and produce a GTM health report.
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Performs a comprehensive evaluation of your current go-to-market positioning against the competitive landscape and market trends. Audits your website, content strategy, pricing perception, ICP alignment, channel effectiveness, and competitive differentiation. Produces a GTM Health Report with scored dimensions, identified gaps, and prioritized opportunities.
agency.config.json populated (services, ICP, pricing, brand voice, case studies)company-researcher -- competitive landscape analysiscro-auditor -- website conversion assessmentcontent-seo-optimizer -- content strategy evaluationicp-builder -- ICP validation and refinementbrand-voice -- messaging consistency checktam-calculator -- market sizing for opportunity assessmentRead agency.config.json:
agency.name, agency.domain -- identityservices[] -- current service offeringsicp.segments[] -- target customer profilespricing -- pricing structure and positioningcase_studies[] -- available proof pointsbrand_voice -- messaging guidelinescompetitors[] -- known competitors (from competitive-intel if available)channels[] -- active marketing/sales channelsAccept parameters:
scope -- full | quick | specific_dimension. Default: fulldimension -- (required if scope = specific_dimension) one of: website, content, pricing, icp, channels, competitive, messaginginclude_recommendations -- boolean. Default: trueinclude_competitive -- boolean, run competitive analysis. Default: trueprevious_report -- path to previous GTM report for comparisonEvaluate your own website as a GTM asset:
site:{{agency.domain}}MESSAGING ASSESSMENT
---
Homepage headline: [what it says]
Clarity: [1-5] -- Does it explain what you do?
Specificity: [1-5] -- Is it generic or differentiated?
ICP targeting: [1-5] -- Does it speak to the ideal client?
Value proposition: [extracted from site]
Unique: [yes/no] -- Could a competitor say the same thing?
Benefit-driven: [yes/no] -- Focused on client outcomes?
Provable: [yes/no] -- Backed by data or case studies?
Service pages:
Count: [N]
Quality: [assessment]
Missing services: [services in config not on website]
Excess services: [services on website not in config -- scope creep?]
Website Dimension Score: [1-10]
Messaging clarity: [1-5]
Trust elements: [1-5]
Conversion architecture: [1-5]
Visual quality: [1-5]
Mobile experience: [1-5]
site:{{agency.domain}}/blogFor each ICP segment, check:
Content Dimension Score: [1-10]
Volume: [1-5]
Quality: [1-5]
ICP alignment: [1-5]
SEO effectiveness: [1-5]
Distribution: [1-5]
Review defined ICP segments against actual client base and market reality:
ICP SEGMENT ANALYSIS
---
Segment: [name]
Defined criteria: [from config]
Actual client match: [% of current clients that fit]
Market size estimate: [TAM if available]
Competition density: [how many competitors target this segment]
Win rate signal: [are you winning deals in this segment?]
Alignment verdict: STRONG / NEEDS_REFINEMENT / MISALIGNED
Where do you sit in the market?
POSITIONING MAP:
Price point: [premium / mid-market / budget]
Specialization: [specialist / generalist]
Geography: [local / national / international]
Client stage: [startup / growth / enterprise]
Service depth: [full-service / boutique / niche]
ICP Dimension Score: [1-10]
Segment clarity: [1-5]
Market-segment fit: [1-5]
Client-ICP alignment: [1-5]
Segment addressability: [1-5]
"{{service_type}} agency pricing" {{geography}}PRICING ASSESSMENT
---
Service: [name]
Price point: [range]
Market comparison: [above / at / below market]
Value justification visible: [yes/no]
Case study ROI proof: [available / missing]
Packaging: [clear tiers / custom only / unclear]
Pricing Dimension Score: [1-10]
Market alignment: [1-5]
Value communication: [1-5]
Packaging clarity: [1-5]
Accessibility: [1-5]
For each channel in use:
CHANNEL: [name]
---
Status: [active / dormant / not started]
Investment level: [high / medium / low]
Activity frequency: [daily / weekly / monthly / sporadic]
Content quality: [assessment]
Engagement level: [metrics if available]
Lead generation: [generating leads? / brand only?]
ROI assessment: [positive / neutral / negative / unknown]
Channels to evaluate:
ICP Segment: [name]
Where they spend time: [channels]
Where we're active: [channels]
Gap channels: [where ICP is but we're not]
Wasted channels: [where we're active but ICP isn't]
Channel Dimension Score: [1-10]
Coverage: [1-5]
ICP-channel alignment: [1-5]
Activity consistency: [1-5]
Lead generation effectiveness: [1-5]
If include_competitive = true:
DIFFERENTIATION MATRIX
---
Dimension | Us | Comp 1 | Comp 2 | Comp 3
Core service | [what] | [what] | [what] | [what]
Unique angle | [what] | [what] | [what] | [what]
Proof points | [count] | [count] | [count] | [count]
Content volume | [level] | [level] | [level] | [level]
Price position | [tier] | [tier] | [tier] | [tier]
ICP overlap | - | [%] | [%] | [%]
Competitive Dimension Score: [1-10]
Differentiation clarity: [1-5]
Competitive awareness: [1-5]
Unique advantages: [1-5]
Vulnerability exposure: [1-5]
Compile all dimensions into a single health report:
GTM HEALTH REPORT -- [Date]
Prepared for: [agency.name]
===
OVERALL GTM HEALTH SCORE: [X]/10
DIMENSION SCORES:
Website & Digital Presence: [X]/10 [bar chart]
Content Strategy: [X]/10 [bar chart]
ICP & Market Fit: [X]/10 [bar chart]
Pricing & Packaging: [X]/10 [bar chart]
Channel Effectiveness: [X]/10 [bar chart]
Competitive Differentiation: [X]/10 [bar chart]
---
TOP STRENGTHS:
1. [Strength] -- [evidence]
2. [Strength] -- [evidence]
3. [Strength] -- [evidence]
CRITICAL GAPS:
1. [Gap] -- Impact: [HIGH/MEDIUM] -- [what it's costing you]
2. [Gap] -- Impact: [HIGH/MEDIUM] -- [what it's costing you]
3. [Gap] -- Impact: [HIGH/MEDIUM] -- [what it's costing you]
OPPORTUNITIES:
1. [Opportunity] -- Effort: [LOW/MEDIUM/HIGH] -- Expected impact: [description]
2. [Opportunity] -- Effort: [LOW/MEDIUM/HIGH] -- Expected impact: [description]
3. [Opportunity] -- Effort: [LOW/MEDIUM/HIGH] -- Expected impact: [description]
THREATS:
1. [Threat] -- Likelihood: [HIGH/MEDIUM/LOW] -- [mitigation]
2. [Threat] -- Likelihood: [HIGH/MEDIUM/LOW] -- [mitigation]
Generate prioritized action plan:
GTM ACTION PLAN
===
QUICK WINS (do this week, low effort, high impact):
1. [Action] -- Dimension: [which dimension it improves]
Expected impact: [specific]
2. [Action]
3. [Action]
SHORT-TERM (next 2-4 weeks):
1. [Action] -- Dimension: [which]
Investment: [time/money estimate]
Expected impact: [specific]
2. [Action]
3. [Action]
MEDIUM-TERM (next quarter):
1. [Action] -- Dimension: [which]
Investment: [time/money estimate]
Expected impact: [specific]
2. [Action]
STRATEGIC (next 6 months):
1. [Action] -- Dimension: [which]
Investment: [time/money estimate]
Expected impact: [specific]
DO NOT DO (traps to avoid):
- [Anti-pattern]: [why it's tempting but wrong]
- [Anti-pattern]: [why]
Return structured JSON:
{
"report_date": "2026-03-07",
"agency": "{{agency.name}}",
"overall_score": 6.8,
"dimensions": {
"website": {"score": 7.5, "strengths": ["Clear value prop", "Strong case studies"], "gaps": ["No blog", "Weak mobile CTA"]},
"content": {"score": 4.2, "strengths": ["Quality case studies"], "gaps": ["No blog", "No SEO content", "No distribution"]},
"icp": {"score": 8.0, "strengths": ["Well-defined segments", "Strong client-ICP match"], "gaps": ["International segment underserved"]},
"pricing": {"score": 6.5, "strengths": ["Competitive for market"], "gaps": ["No pricing on website", "Packaging unclear"]},
"channels": {"score": 5.8, "strengths": ["LinkedIn active", "Cold email running"], "gaps": ["No SEO", "Instagram dormant", "No referral program"]},
"competitive": {"score": 7.0, "strengths": ["Unique CRO + catalog combo"], "gaps": ["Competitors have more case studies", "Pricing transparency"]}
},
"top_strengths": [
"Strong ICP definition with proven client-market fit",
"Unique service combination (CRO + catalog) that competitors don't offer",
"Compelling case study with real metrics"
],
"critical_gaps": [
{"gap": "No content/SEO strategy", "impact": "HIGH", "cost": "Missing organic inbound leads entirely"},
{"gap": "Single case study", "impact": "HIGH", "cost": "Limited social proof for different segments"},
{"gap": "No referral program", "impact": "MEDIUM", "cost": "Not leveraging existing client relationships"}
],
"recommendations": {
"quick_wins": [
{"action": "Add pricing page with 3 tiers", "dimension": "pricing", "effort": "LOW"},
{"action": "Build second case study from existing client data", "dimension": "website", "effort": "LOW"}
],
"short_term": [
{"action": "Launch blog with 2 posts/month targeting ICP keywords", "dimension": "content", "effort": "MEDIUM"},
{"action": "Set up referral incentive for existing clients", "dimension": "channels", "effort": "LOW"}
],
"medium_term": [
{"action": "Build SEO content cluster around core services", "dimension": "content", "effort": "HIGH"},
{"action": "Launch LinkedIn thought leadership program", "dimension": "channels", "effort": "MEDIUM"}
]
},
"previous_comparison": null,
"generated_at": "2026-03-07T10:00:00Z"
}
Present the GTM Health Report.
APPROVAL GATE: "GTM analysis complete. Overall score: [X]/10. Review the action plan?"
Save report as gtm-analysis-{{date}}.md for historical tracking.
Schedule next review: quarterly cadence recommended.
Trigger phrases:
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Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
中文简介正在准备中。当前显示原文说明。
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中文简介正在准备中。当前显示原文说明。