Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
日本語の概要は準備中です。原文の説明を表示しています。
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.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
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:
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Analyze A/B test results for statistical significance with ship, extend, or kill recommendations
日本語の概要は準備中です。原文の説明を表示しています。
Reallocate ad budget across campaigns and channels using ROAS and marginal return analysis
日本語の概要は準備中です。原文の説明を表示しています。
Generate structured creative briefs for ad designers with brand-consistent direction
日本語の概要は準備中です。原文の説明を表示しています。
Mine winning ad angles, hooks, and creative patterns from top-performing ads
日本語の概要は準備中です。原文の説明を表示しています。
Monitor competitor ads across Meta, Google, and LinkedIn with strategic analysis
日本語の概要は準備中です。原文の説明を表示しています。
Interactive onboarding wizard that generates agency.config.json for any B2B agency. Asks structured questions about the agency, services, ICP, tools, outreach preferences, and CRM setup. Outputs a complete config file.
日本語の概要は準備中です。原文の説明を表示しています。