{ "report_name": "Vizi - Growth Intelligence Brief", "generated_at": "2026-02-20T23:40:25.567Z", "status": "success", "decision_gate": "GO", "summary": "Learn and execute GTM with evidence-backed keyword strategy, compliant web intelligence, and funnel-stage messaging.", "operating_profile": { "proposition": "financial_account_operating_system", "icp_preset": "SMB Owner-Operators", "active_icp_value": "smb_owner_operator", "region_code": "NG", "policy_profile": "compliance-strict", "finance_mode": "Hybrid", "cadence": "Weekly Deep", "decision_confidence_target_percent": 70, "decision_success_rate_target_percent": 90, "min_evidence_rows": 2, "min_product_evidence_rows": 2 }, "highlights": { "confidence_percent": 99.6, "evidence_items": 11, "decision_gate": "GO", "source_diversity_hosts": 7, "evidence_gap": 0, "product_evidence_items": 2, "product_evidence_gap": 0, "keyword_topics": 8, "confidence_trend_points": 0.0, "run_success_rate_percent": 100.0, "average_evidence_per_run": 4.6, "freshest_evidence_age_hours": 0.0, "history_entries": 74, "uncovered_benchmarks": 0, "low_signal_keywords": 0, "last_weekly_deep_local": "2026-02-21T00:39:46+01:00", "last_daily_pulse_local": "2026-02-21T00:40:25+01:00" }, "decision_notes": "Prioritize research quality and evidence-backed claims before scaling spend.", "marketer_operating_playbook": [ "Define ICP and proposition before touching channels (current ICP: smb owner operator).", "Validate confidence (99.6%) and evidence base (11 rows).", "Validate product evidence depth (2 rows) before launch claims.", "Use keyword intelligence (8 prioritized topics) to map TOFU/MOFU/BOFU.", "Use timeline (74 entries) to track strategy drift over time.", "Enforce compliance gates on crawl and extraction (gate: GO).", "Keep market evidence >= 2, product evidence >= 2, and source diversity >= 4 hosts (current 7).", "Prioritize research quality and evidence-backed claims before scaling spend." ], "live_pulse_snapshot": { "status": "success", "generated_at": "2026-02-20T23:40:25.567Z", "evidence_count": 11, "confidence": { "coverage_score": 1.0, "freshness_score": 1.0, "agreement_score": 0.9852, "provenance_score": 1.0, "overall_confidence": 0.9963 }, "latest_keyword_focus": ["cash flow forecasting", "tax reserve strategy", "founder-led financial operating system"] }, "research_coverage_gate": { "status": "go", "reason": "All GTM governance checks passed. Proceed with controlled experimentation.", "min_evidence_rows": 2, "observed_evidence_rows": 11, "min_product_evidence_rows": 2, "observed_product_evidence_rows": 2, "observed_market_evidence_rows": 11, "source_diversity_hosts": 7, "decision_notes": "Prioritize research quality and evidence-backed claims before scaling spend." }, "gate_checks": [ { "name": "Evidence Depth", "current": 11, "target": 2, "pass": true, "operator_guidance": "Evidence depth is sufficient for controlled GTM testing." }, { "name": "Source Diversity", "current": 7, "target": 2, "pass": true, "operator_guidance": "Diverse domains reduce narrative bias." }, { "name": "Policy Gate", "current": 1, "target": 1, "pass": true, "operator_guidance": "Crawl policy gate is compliant." } ], "performance_diagnostics": [ { "metric": "Confidence Drift (recent window)", "current": "+0.0 pts", "target": ">= 0 pts", "interpretation": "Research quality is improving or stable.", "next_action": "Run deep refresh and inspect low-freshness evidence rows." }, { "metric": "Evidence Growth", "current": "+0", "target": "Positive growth", "interpretation": "Signal corpus is expanding.", "next_action": "Expand crawl seed set for competitor and category pages." }, { "metric": "Latest Confidence Level", "current": "99.6%", "target": ">= 70%", "interpretation": "Confidence is above decision threshold.", "next_action": "Proceed to controlled campaign tests." }, { "metric": "Latest Evidence Depth", "current": "11", "target": ">= 2 rows", "interpretation": "Evidence depth is sufficient for messaging decisions.", "next_action": "Map each campaign claim to its strongest source." }, { "metric": "Timeline Success Rate", "current": "100.0%", "target": ">= 90%", "interpretation": "Pipeline reliability is healthy.", "next_action": "Review policy blocks, connectivity, and request failure patterns." }, { "metric": "Deep Cadence Health", "current": "0.0 days since deep run", "target": "<= 7 days", "interpretation": "Strategic refresh cadence is on schedule.", "next_action": "Trigger a weekly deep brief to update positioning and campaign guidance." }, { "metric": "Pulse Cadence Health", "current": "0.0 days since pulse", "target": "<= 1 day", "interpretation": "Tactical pulse cadence is healthy.", "next_action": "Run daily pulse and update campaign queue." } ], "workflow_steps": [ { "step": "Seed Discovery", "objective": "Map competitor, category, and customer-language seed pages.", "tooling": "Public source map + search operators + sitemap discovery.", "output": "Curated URL universe by topic cluster.", "compliance_gate": "Allow only public/licensed domains in scope list." }, { "step": "Crawl Governance", "objective": "Enforce robots, terms, and policy constraints before extraction.", "tooling": "Crawl policy validator + deny-by-default gate.", "output": "Approved crawl queue with reason codes.", "compliance_gate": "Strict mode: deny on unknown policy state." }, { "step": "Structured Extraction", "objective": "Capture headings, metadata, FAQ blocks, and offer language.", "tooling": "DOM parser + schema extractor + provenance hash.", "output": "Evidence rows with URL, timestamp, and license note.", "compliance_gate": "Reject rows without provenance fields." }, { "step": "Keyword Clustering", "objective": "Group terms by intent and buyer journey stage.", "tooling": "N-gram mining + semantic grouping + deduping.", "output": "Keyword clusters mapped to funnel stages.", "compliance_gate": "Suppress protected/sensitive term clusters." }, { "step": "Messaging Synthesis", "objective": "Translate clusters into copy angles and objection handling.", "tooling": "PAS/AIDA templates + proof mapping matrix.", "output": "Message library: pain, promise, proof, and CTA.", "compliance_gate": "Every claim must map to evidence." }, { "step": "Channel Execution", "objective": "Deploy content, ads, and outbound tests tied to one hypothesis.", "tooling": "Experiment tracker + UTM tagging + attribution dashboard.", "output": "Channel scorecard by CAC, CVR, and win-rate impact.", "compliance_gate": "Pause campaigns missing tracking or compliance review." } ], "signal_score_methodology": { "formula": "Signal Score = Frequency(0-6) + ICP Intent Fit(0-2) + Source Diversity(0-2)", "low_signal_threshold": 1.5, "note": "Scores below 1.5 are treated as low-signal and require language validation before spend." }, "product_validation_evidence": [ { "evidence_type": "customer_interview", "summary": "Founder reports weekly cashflow uncertainty and tax anxiety.", "source_url": "https://example.com/customer-interview-1", "captured_at": "2026-02-20T23:33:25.556Z", "confidence_hint": 0.7, "license": "internal interview note" }, { "evidence_type": "beta_feedback", "summary": "Beta user requests automated reserve buckets and clearer risk guardrails.", "source_url": "https://example.com/beta-feedback-1", "captured_at": "2026-02-20T23:33:25.556Z", "confidence_hint": 0.75, "license": "internal beta feedback" } ], "seed_universe": [ { "source": "quickbooks", "topic": "competitor_positioning", "host": "quickbooks.intuit.com", "url": "https://quickbooks.intuit.com/", "license": "public web page" }, { "source": "quickbooks", "topic": "competitor_pricing", "host": "quickbooks.intuit.com", "url": "https://quickbooks.intuit.com/pricing/", "license": "public web page" }, { "source": "xero", "topic": "competitor_positioning", "host": "www.xero.com", "url": "https://www.xero.com/us/", "license": "public web page" }, { "source": "xero", "topic": "competitor_pricing", "host": "www.xero.com", "url": "https://www.xero.com/us/pricing-plans/", "license": "public web page" }, { "source": "wave", "topic": "competitor_positioning", "host": "www.waveapps.com", "url": "https://www.waveapps.com/", "license": "public web page" }, { "source": "wave", "topic": "competitor_pricing", "host": "www.waveapps.com", "url": "https://www.waveapps.com/pricing", "license": "public web page" }, { "source": "reddit", "topic": "owner_operator_discussions", "host": "www.reddit.com", "url": "https://www.reddit.com/r/smallbusiness/", "license": "public community discussion" }, { "source": "reddit", "topic": "founder_discussions", "host": "www.reddit.com", "url": "https://www.reddit.com/r/Entrepreneur/", "license": "public community discussion" }, { "source": "indiehackers", "topic": "founder_discussions", "host": "www.indiehackers.com", "url": "https://www.indiehackers.com/", "license": "public community discussion" }, { "source": "g2", "topic": "category_comparison", "host": "www.g2.com", "url": "https://www.g2.com/categories/accounting", "license": "public category listing" }, { "source": "capterra", "topic": "category_comparison", "host": "www.capterra.com", "url": "https://www.capterra.com/accounting-software/", "license": "public category listing" } ], "competitor_stress_test": [ { "benchmark": "QuickBooks", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." }, { "benchmark": "Xero", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." }, { "benchmark": "Wave", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." }, { "benchmark": "G2 Category Pages", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." }, { "benchmark": "Capterra Category Pages", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." }, { "benchmark": "Founder Forums (Reddit)", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." }, { "benchmark": "Founder Forums (IndieHackers)", "in_seed_set": true, "evidence_captured": true, "status": "covered", "next_action": "Use these rows for comparative messaging and objection handling." } ], "competitor_signal_capture": [ { "benchmark": "QuickBooks", "source": "https://quickbooks.intuit.com/", "captured_signal": "Pricing and package positioning pages are monitored for offer/tier changes.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." }, { "benchmark": "Xero", "source": "https://www.xero.com/us/", "captured_signal": "Pricing and package positioning pages are monitored for offer/tier changes.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." }, { "benchmark": "Wave", "source": "https://www.waveapps.com/", "captured_signal": "Pricing and package positioning pages are monitored for offer/tier changes.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." }, { "benchmark": "G2 Category Pages", "source": "https://www.g2.com/categories/accounting", "captured_signal": "Category comparison pages are monitored for ranking criteria and buyer concerns.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." }, { "benchmark": "Capterra Category Pages", "source": "https://www.capterra.com/accounting-software/", "captured_signal": "Category comparison pages are monitored for ranking criteria and buyer concerns.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." }, { "benchmark": "Founder Forums (Reddit)", "source": "https://www.reddit.com/r/smallbusiness/", "captured_signal": "Community discussions are monitored for pain-language and objection frequency.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." }, { "benchmark": "Founder Forums (IndieHackers)", "source": "https://www.indiehackers.com/", "captured_signal": "Community discussions are monitored for pain-language and objection frequency.", "implication_for_vizi": "Map this signal to Vizi differentiation and update objection-handling assets." } ], "keyword_intelligence": [ { "keyword": "cash flow forecasting", "intent": "Problem Aware", "funnel_stage": "TOFU", "signal_status": "priority", "signal_score": 7.0, "score_formula": "freq 3.0 + intent 2.0 + diversity 2.0", "why_it_matters": "Owner-operators buy systems that reduce day-to-day financial uncertainty.", "next_action": "Scale this keyword cluster with dedicated landing page, ad group, and proof assets.", "sample_messaging": "Turn weekly cash uncertainty into a predictable operating plan." }, { "keyword": "tax reserve strategy", "intent": "Risk Mitigation", "funnel_stage": "MOFU", "signal_status": "validate", "signal_score": 5.5, "score_formula": "freq 1.5 + intent 2.0 + diversity 2.0", "why_it_matters": "Tax anxiety is a concrete pain with clear urgency and budget.", "next_action": "Publish one focused page and one outbound sequence before budget scaling.", "sample_messaging": "Automate tax reserve discipline before growth spending decisions." }, { "keyword": "founder-led financial operating system", "intent": "Category Positioning", "funnel_stage": "TOFU", "signal_status": "validate", "signal_score": 5.5, "score_formula": "freq 3.0 + intent 0.5 + diversity 2.0", "why_it_matters": "Distinct category language improves memorability and direct search behavior.", "next_action": "Publish one focused page and one outbound sequence before budget scaling.", "sample_messaging": "Build your company on a financial operating system, not disconnected tools." }, { "keyword": "keyword intent clustering", "intent": "Execution", "funnel_stage": "BOFU", "signal_status": "validate", "signal_score": 5.5, "score_formula": "freq 3.0 + intent 0.5 + diversity 2.0", "why_it_matters": "Intent clusters improve content efficiency and paid targeting quality.", "next_action": "Publish one focused page and one outbound sequence before budget scaling.", "sample_messaging": "Cluster by buyer intent so each page and ad answers one clear question." }, { "keyword": "crypto risk controls", "intent": "Trust + Safety", "funnel_stage": "MOFU", "signal_status": "validate", "signal_score": 4.0, "score_formula": "freq 1.5 + intent 0.5 + diversity 2.0", "why_it_matters": "Prospects need downside control language before they accept upside narratives.", "next_action": "Publish one focused page and one outbound sequence before budget scaling.", "sample_messaging": "Participate in crypto with explicit risk gates, not impulse trades." }, { "keyword": "sales objection handling", "intent": "Conversion", "funnel_stage": "BOFU", "signal_status": "validate", "signal_score": 4.0, "score_formula": "freq 1.5 + intent 0.5 + diversity 2.0", "why_it_matters": "Structured objection handling directly improves close rate in consultative sales.", "next_action": "Publish one focused page and one outbound sequence before budget scaling.", "sample_messaging": "Map objections to evidence so sales calls become faster and less reactive." }, { "keyword": "portfolio allocation framework", "intent": "Solution Aware", "funnel_stage": "MOFU", "signal_status": "watch", "signal_score": 2.5, "score_formula": "freq 0.0 + intent 0.5 + diversity 2.0", "why_it_matters": "Framework messaging positions your offer as repeatable process, not opinion.", "next_action": "Run small-budget TOFU tests and compare against direct pain-language variants.", "sample_messaging": "Use one repeatable allocation framework across business and personal accounts." }, { "keyword": "compliance-safe market research", "intent": "Trust + Governance", "funnel_stage": "MOFU", "signal_status": "watch", "signal_score": 2.5, "score_formula": "freq 0.0 + intent 0.5 + diversity 2.0", "why_it_matters": "Compliance framing removes a common blocker for finance-oriented buyers.", "next_action": "Run small-budget TOFU tests and compare against direct pain-language variants.", "sample_messaging": "Research competitors and keywords with provenance and policy gates built in." } ], "low_signal_keyword_recovery": [], "funnel_messaging_framework": [ { "funnel_stage": "TOFU", "buyer_question": "Why should a owner-operator care now?", "message_angle": "Financial chaos tax: fragmented tools increase avoidable decision errors.", "proof_asset": "Market map + pain-point narrative from evidence table.", "channel": "Founder-led content, educational threads, newsletter.", "cta": "Read the 5-bucket operating model." }, { "funnel_stage": "MOFU", "buyer_question": "How is this better than spreadsheets + broker apps?", "message_angle": "Single control plane for reserves, risk policy, and market execution discipline.", "proof_asset": "Coverage, confidence, and provenance metrics from the dashboard.", "channel": "Case-study pages, webinars, deep-dive demos.", "cta": "Run a strategy audit against your current stack." }, { "funnel_stage": "BOFU", "buyer_question": "Can I trust the recommendations and claims?", "message_angle": "Evidence-linked outputs with explicit policy and source traceability.", "proof_asset": "Provenance table + compliance workflow rows.", "channel": "Sales calls, proposal docs, onboarding sequences.", "cta": "Book implementation planning session." } ], "timeline": { "history_entries": 74, "sample": [ { "generated_at": "2026-02-20T23:40:25.567Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:39:46.497Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:39:25.570Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:38:25.957Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:37:25.571Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:36:25.570Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:36:10.940Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:35:42.784Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:35:25.571Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:34:25.572Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:32:05.962Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:31:05.956Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:29:10.966Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:27:35.966Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:26:35.960Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:25:35.961Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:24:35.963Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:23:35.962Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:22:35.862Z", "status": "success", "confidence": 99.6, "evidence": 11 }, { "generated_at": "2026-02-20T23:21:47.204Z", "status": "success", "confidence": 99.6, "evidence": 11 } ] }, "vizi_gtm_sections": [ { "section": "Campaign Brief", "group": "Campaign + Sales", "summary": "Target Nigerian owner-operators who want calmer tax operations, stronger records, and repeatable product activation habits." }, { "section": "Competitor Signal Map", "group": "Positioning", "summary": "Collected 11 evidence rows across 7 domains for competitor/category benchmarking." }, { "section": "Vizi Positioning", "group": "Positioning", "summary": "Vizi positions as a records-first accounting workspace with learn-while-doing tax tracks tied to real product actions." }, { "section": "Keyword and Channel Plan", "group": "Keywords + Channels", "summary": "Priority channels: search intent capture, founder-led education, and product-led activation loops around tax tips and filing habits." }, { "section": "Operating Profile", "group": "General", "summary": "Current run profile: finance mode hybrid, cadence weekly deep, ICP smb owner operator." }, { "section": "Research Coverage Gate", "group": "General", "summary": "Research depth and source diversity passed. Controlled GTM scaling can proceed." } ], "provenance_evidence": [ { "source": "quickbooks", "url": "https://quickbooks.intuit.com/", "license": "public web page", "freshness_ms": 0 }, { "source": "quickbooks", "url": "https://quickbooks.intuit.com/pricing/", "license": "public web page", "freshness_ms": 0 }, { "source": "xero", "url": "https://www.xero.com/us/", "license": "public web page", "freshness_ms": 0 }, { "source": "xero", "url": "https://www.xero.com/us/pricing-plans/", "license": "public web page", "freshness_ms": 0 }, { "source": "wave", "url": "https://www.waveapps.com/", "license": "public web page", "freshness_ms": 0 }, { "source": "wave", "url": "https://www.waveapps.com/pricing", "license": "public web page", "freshness_ms": 0 }, { "source": "reddit", "url": "https://www.reddit.com/r/smallbusiness/", "license": "public community discussion", "freshness_ms": 0 }, { "source": "reddit", "url": "https://www.reddit.com/r/Entrepreneur/", "license": "public community discussion", "freshness_ms": 0 }, { "source": "indiehackers", "url": "https://www.indiehackers.com/", "license": "public community discussion", "freshness_ms": 0 }, { "source": "g2", "url": "https://www.g2.com/categories/accounting", "license": "public category listing", "freshness_ms": 0 }, { "source": "capterra", "url": "https://www.capterra.com/accounting-software/", "license": "public category listing", "freshness_ms": 0 } ], "download_artifacts": [ { "type": "json", "label": "Download Heavy Report (JSON)", "path": "/seo/evidence-blocks.json" }, { "type": "csv", "label": "Download Heavy Report (CSV)", "path": "/seo/heavy-report.csv" }, { "type": "markdown", "label": "Download Executive Brief (MD)", "path": "/seo/executive-brief.md" } ] }