FinanceCopilotHQ Vendor Schema v2

FinanceCopilotHQ Vendor Schema v2 — Implementation-ready schema converting the 50-vendor database into a fully structured, scalable taxonomy. Covers: Master Taxonomy · Field Definitions · Vendor Page Template · Comparison Page Template · AI Scoring Methodology · WordPress Custom Field Structure. Version 2.0 | June 2026.



Component 1: Master Vendor Taxonomy

Hierarchical classification system for all FinTech vendors. Each vendor is assigned one Primary Category, one Subcategory, and one or more Market Segment tags.

1A — Primary Category Registry

Cat ID Primary Category Category Slug Description Vendor Count (v1 DB)
CAT-01 Accounting & Tax Software accounting-tax General ledger, bookkeeping, tax prep, and compliance for businesses and individuals 3
CAT-02 Enterprise Resource Planning (ERP) erp Integrated financial management suites for mid-market to enterprise organizations 4
CAT-03 Payment Processing & Infrastructure payments Payment gateways, acquiring, processing networks, and embedded finance infrastructure 4
CAT-04 AP/AR & Spend Automation ap-ar-spend Accounts payable, accounts receivable, procurement, and spend management platforms 5
CAT-05 Corporate Cards & Expense Management cards-expense Corporate card programs, T&E, reimbursement, and employee spend control 5
CAT-06 Financial Planning & Analysis (FP&A) fpa-planning Budgeting, forecasting, scenario modeling, and connected planning for finance teams 6
CAT-07 Financial Close & Reporting close-reporting Month-end close management, reconciliation, consolidation, and statutory reporting 4
CAT-08 Tax Compliance Technology tax-compliance Sales tax, VAT, indirect tax determination, filing, and compliance automation 2
CAT-09 Treasury & Cash Management treasury Treasury management systems, cash forecasting, FX risk, and liquidity optimization 2
CAT-10 Order-to-Cash Automation order-to-cash Collections, cash application, credit management, and receivables automation 1
CAT-11 Subscription & Revenue Management subscription-revenue Subscription billing, revenue recognition (ASC 606/IFRS 15), and SaaS metrics 4
CAT-12 HR, Payroll & Workforce Finance hr-payroll Payroll processing, benefits administration, employer of record, and global hiring 3
CAT-13 Open Banking & Data Infrastructure open-banking Bank connectivity APIs, financial data aggregation, and account verification 1
CAT-14 Core Banking & Lending Technology core-banking-lending Core banking systems, loan origination, digital lending, and neobank infrastructure 7
CAT-15 Equity & Cap Table Management equity-captable Cap table software, equity plan administration, 409A valuations, and fund management 1
CAT-16 BI, Analytics & AI-Native Finance bi-analytics-ai Business intelligence, financial analytics dashboards, and AI-native accounting platforms 3

1B — Subcategory Registry

Sub ID Subcategory Name Parent Cat ID Subcategory Slug Key Differentiator
SUB-01 SMB Accounting CAT-01 smb-accounting Designed for businesses under 100 employees; cloud-first, low setup friction
SUB-02 Enterprise Accounting CAT-01 enterprise-accounting Multi-entity, multi-currency, complex consolidation; ERP-adjacent features
SUB-03 Tax Preparation CAT-01 tax-prep Consumer and SMB federal/state tax filing, e-filing, and refund optimization
SUB-04 Cloud ERP CAT-02 cloud-erp Fully cloud-native ERP; subscription delivery; rapid deployment
SUB-05 Enterprise ERP CAT-02 enterprise-erp On-premise or hybrid; deep customization; global compliance; Fortune 500 focus
SUB-06 Payment Gateway CAT-03 payment-gateway Developer-first API payments; online checkout; card-not-present transactions
SUB-07 Payment Acquiring CAT-03 payment-acquiring Direct acquiring; interchange management; omnichannel (in-store + online)
SUB-08 Embedded Finance Infrastructure CAT-03 embedded-finance BaaS, open banking APIs, Treasury-as-a-Service; fintech builder tools
SUB-09 AP Automation CAT-04 ap-automation Invoice capture, approval workflows, supplier payments, PO matching
SUB-10 AR Automation CAT-04 ar-automation Invoice delivery, payment portals, cash application, collections workflows
SUB-11 Procurement & Spend Management CAT-04 procurement-spend Strategic sourcing, supplier management, PO lifecycle, spend analytics
SUB-12 Corporate Card Programs CAT-05 corporate-cards Virtual/physical card issuance, real-time spend controls, rewards programs
SUB-13 T&E Expense Management CAT-05 te-expense Receipt capture, expense reports, travel booking integration, policy enforcement
SUB-14 Business Budgeting & Forecasting CAT-06 budgeting-forecasting Bottom-up/top-down budgeting; rolling forecasts; driver-based models
SUB-15 Connected Planning / xP&A CAT-06 connected-planning Cross-functional planning (finance, HR, supply chain, sales) on unified platform
SUB-16 Strategic Finance Platform CAT-06 strategic-finance Investor-grade metrics, SaaS KPIs, board reporting; CFO-centric workflow
SUB-17 Financial Close Management CAT-07 close-management Close task checklists, reconciliation workflows, journal entry automation
SUB-18 Corporate Performance Management CAT-07 cpm Consolidation, management reporting, statutory close; replacing legacy Hyperion/BPC
SUB-19 Financial & SEC Reporting CAT-07 financial-reporting XBRL tagging, SEC/EDGAR filing, audit-ready documentation, ESG reporting
SUB-20 Sales Tax & Indirect Tax CAT-08 sales-tax US/global sales tax calculation, filing, exemption certificates, nexus management
SUB-21 Enterprise Tax Technology CAT-08 enterprise-tax Transfer pricing, corporate income tax, VAT/GST compliance for large enterprises
SUB-22 Treasury Management System (TMS) CAT-09 tms Cash positioning, bank connectivity, debt/investment management, FX hedging
SUB-23 Cash Flow Forecasting CAT-09 cash-forecasting Short/long-term cash projections; AI-driven; bank-feed powered
SUB-24 Subscription Billing CAT-11 subscription-billing Recurring billing engine; dunning; proration; metered/usage billing
SUB-25 Revenue Recognition CAT-11 revenue-recognition ASC 606 / IFRS 15 compliance; deferred revenue; contract modifications
SUB-26 Domestic Payroll CAT-12 domestic-payroll US/single-country payroll; tax filing; benefits; workers’ comp
SUB-27 Global Payroll & EOR CAT-12 global-payroll-eor Multi-country payroll; employer of record; contractor management; compliance
SUB-28 Bank Data Aggregation CAT-13 bank-aggregation Read-access to bank accounts via OAuth; transaction enrichment; identity verification
SUB-29 Core Banking Platform CAT-14 core-banking Deposits, loans, GL ledger for banks and credit unions; often legacy replacement
SUB-30 Cloud-Native Banking CAT-14 cloud-native-banking API-first, microservices; designed for neobanks and challenger banks
SUB-31 Loan Origination & Digital Lending CAT-14 loan-origination LOS, digital mortgage, SMB lending; automated underwriting; bank CRM
SUB-32 Cap Table Management CAT-15 cap-table Shareholder registry, option pool management, 409A, fundraising modeling
SUB-33 Business Intelligence (BI) CAT-16 bi-dashboards Self-serve dashboards, data connectors, executive reporting, embedded analytics
SUB-34 AI-Native Accounting CAT-16 ai-accounting Autonomous bookkeeping driven by LLMs and ML; minimal human intervention

1C — Market Segment Tags

Tag ID Segment Tag Tag Slug Employee Range Annual Revenue Range Typical Deal Size
SEG-01 Solo / Freelancer solo 1 < $500K < $200/yr
SEG-02 Micro Business micro 2–10 $500K – $2M $200–$1K/yr
SEG-03 Small Business (SMB) smb 11–100 $2M – $20M $1K–$10K/yr
SEG-04 Mid-Market mid-market 101–1,000 $20M – $500M $10K–$100K/yr
SEG-05 Enterprise enterprise 1,001–10,000 $500M – $5B $100K–$1M/yr
SEG-06 Large Enterprise / Global large-enterprise 10,000+ $5B+ $1M+/yr
SEG-07 Startup / VC-Backed startup 1–50 Pre-revenue – $10M $0–$5K/yr (often free tier)
SEG-08 Financial Institution financial-institution Any Any $50K–$5M/yr
SEG-09 FinTech / Neobank fintech-neobank Any Any Consumption-based
SEG-10 Accounting Firm / CPA accounting-firm Any Any Partner pricing

1D — Deployment Model Tags

Tag ID Deployment Model Slug Definition
DEP-01 Cloud SaaS (Multi-Tenant) cloud-saas Shared cloud infrastructure; automatic updates; subscription delivery
DEP-02 Cloud SaaS (Single-Tenant) cloud-single-tenant Dedicated cloud instance; higher security; custom update schedules
DEP-03 On-Premise / Self-Hosted on-premise Customer-managed servers; full data control; higher IT overhead
DEP-04 Hybrid (Cloud + On-Premise) hybrid Mix of cloud and on-premise; common during ERP migration periods
DEP-05 API / Embedded (Headless) api-embedded No UI; consumed via REST/GraphQL APIs; embedded into other products
DEP-06 Mobile-First mobile-first Primary interface is iOS/Android; web portal secondary



Component 2: Standardized Field Definitions

Every vendor profile in the database must populate all Core Fields (required) and may populate Extended Fields (recommended). Field definitions include data type, validation rules, allowed values, and display format.

2A — Core Fields (Required — All 50 Vendors)

Field ID Field Name Data Type Max Length Allowed Values / Format Validation Rule Display Label Required
F-001 vendor_id String (auto) 20 chars FCVND-[CATEGORY_SLUG]-[3-digit-seq] e.g. FCVND-ERP-001 Unique; auto-generated on creation Vendor ID ✅ Yes
F-002 company_name String 100 chars Official legal or trade name; no abbreviations unless universally known Must match official company name; no all-caps Company Name ✅ Yes
F-003 primary_category Taxonomy (single) Select from CAT-01 through CAT-16 (Component 1A) Must match valid Cat ID; one value only Category ✅ Yes
F-004 subcategory Taxonomy (single) Select from SUB-01 through SUB-34; must be child of primary_category Parent-child relationship enforced Subcategory ✅ Yes
F-005 founded_year Integer 4 digits YYYY format; range 1960–2026 Must be a valid 4-digit year; no future dates Founded ✅ Yes
F-006 headquarters_city String 80 chars City, State/Province, Country (e.g. “San Francisco, CA, USA”) At minimum City + Country required Headquarters ✅ Yes
F-007 employee_count_tier Enum 1–50 | 51–200 | 201–500 | 501–1,000 | 1,001–5,000 | 5,001–20,000 | 20,000+ Must select one tier only; use latest public data Est. Employees ✅ Yes
F-008 funding_status Enum Public | Private — VC-Backed | Private — PE-Backed | Private — Bootstrapped | Subsidiary | Acquired One value; include ticker or acquirer name in notes Funding Status ✅ Yes
F-009 funding_status_detail String 100 chars Ticker (e.g. INTU), Valuation (e.g. $8.5B), Acquirer name, or “Bootstrapped” Required if funding_status = Public or has known valuation Ticker / Valuation ✅ Yes
F-010 target_segments Taxonomy (multi) Multi-select from SEG-01 through SEG-10 (Component 1C) Minimum 1; maximum 5 values Typical Customer Size ✅ Yes
F-011 pricing_model Enum (multi) Subscription | Per-User | Per-Transaction | Consumption-Based | Freemium | One-Time License | Revenue-Share | Custom Enterprise Minimum 1; maximum 3 values Pricing Model ✅ Yes
F-012 pricing_entry_point String 80 chars Starting price or range (e.g. “From $30/user/month” or “Custom only”) Use “Custom only” if pricing not publicly disclosed Starting Price ✅ Yes
F-013 deployment_model Taxonomy (multi) Multi-select from DEP-01 through DEP-06 (Component 1D) Minimum 1 value Deployment ✅ Yes
F-014 ai_capabilities_summary Text 500 chars Plain English; comma-separated list of AI/ML features Must mention specific features; no generic “uses AI” AI Capabilities ✅ Yes
F-015 key_integrations Text 400 chars Named platforms/systems; comma-separated; max 15 items Use official product names only Key Integrations ✅ Yes
F-016 strengths Text (list) 600 chars 3–5 bullet points; each 10–80 words; factual, verifiable claims Minimum 3 strengths; maximum 5 Strengths ✅ Yes
F-017 weaknesses Text (list) 600 chars 3–5 bullet points; balanced; based on user reviews or known limitations Minimum 3 weaknesses; maximum 5; no defamatory content Weaknesses ✅ Yes
F-018 main_competitors Text (list) 300 chars Comma-separated; 3–6 competitor names matching other vendors in the DB where possible Minimum 3; maximum 6 values Main Competitors ✅ Yes
F-019 last_updated_date Date YYYY-MM-DD Must be within 12 months of current date; auto-set on save Last Updated ✅ Yes
F-020 data_confidence_level Enum High (primary source verified) | Medium (secondary source) | Low (estimated/inferred) Default Medium; update when sources confirmed Data Confidence ✅ Yes

2B — Extended Fields (Recommended)

Field ID Field Name Data Type Format / Allowed Values Display Label Required
F-021 vendor_website URL https://domain.com (no trailing slash) Website ⭐ Recommended
F-022 logo_url URL https:// ; PNG or SVG; min 200×200px Logo ⭐ Recommended
F-023 short_description Text Max 160 chars; used for meta description and cards One-Line Description ⭐ Recommended
F-024 long_description Rich Text 200–800 words; no promotional language; neutral, factual tone Full Description ⭐ Recommended
F-025 total_funding_usd Float USD millions; e.g. 245.5 (= $245.5M); use null if undisclosed Total Funding ($M) ⭐ Recommended
F-026 latest_funding_round String e.g. “Series D — $150M — January 2024” Latest Round ⭐ Recommended
F-027 revenue_range Enum <$10M | $10M–$50M | $50M–$200M | $200M–$1B | $1B–$5B | $5B+ Est. Revenue ⭐ Recommended
F-028 customer_count_tier Enum <100 | 100–1K | 1K–10K | 10K–100K | 100K+ Customer Count ⭐ Recommended
F-029 geographies_served Taxonomy (multi) North America | EMEA | APAC | LATAM | Global Geographies ⭐ Recommended
F-030 compliance_certifications Text (list) Comma-separated: SOC 2 Type II, ISO 27001, PCI-DSS, GDPR, HIPAA, FedRAMP, etc. Compliance / Certifications ⭐ Recommended
F-031 integration_count Integer Number of native/certified integrations; source from vendor marketplace page Native Integrations # ⭐ Recommended
F-032 has_free_trial Boolean true | false Free Trial Available ⭐ Recommended
F-033 has_free_tier Boolean true | false Free Tier Available ⭐ Recommended
F-034 api_available Boolean true | false Public API ⭐ Recommended
F-035 g2_rating Float 0.0–5.0; source from G2.com; include review count G2 Rating ⭐ Recommended
F-036 capterra_rating Float 0.0–5.0; source from Capterra.com; include review count Capterra Rating ⭐ Recommended
F-037 trustpilot_rating Float 0.0–5.0; source from Trustpilot.com Trustpilot Rating Optional
F-038 implementation_time Enum Hours | Days | 1–4 Weeks | 1–3 Months | 3–6 Months | 6–12 Months | 12+ Months Implementation Time ⭐ Recommended
F-039 support_channels Enum (multi) Email | Phone | Live Chat | Dedicated CSM | Community Forum | Self-Service Docs Support Channels ⭐ Recommended
F-040 fciq_score Float 0.00–100.00; calculated per AI Scoring Methodology (Component 5) FCIQ Score™ ✅ Calculated

2C — Field Versioning & Change Log Rules

Rule ID Rule Name Rule Definition Applies To
VR-01 Annual Review Cycle All Core Fields must be reviewed and re-verified at least once every 12 months All F-001 through F-020
VR-02 Triggered Update Any material change (acquisition, IPO, major product launch, leadership change) triggers immediate field update F-008, F-009, F-003, F-014
VR-03 Source Citation Each field update should note the source (e.g. “Vendor website, June 2026” or “G2, May 2026”) All fields
VR-04 Deprecation Notice Fields marked for removal must carry a 90-day deprecation notice before deletion from schema Extended Fields
VR-05 Backward Compatibility New fields added in schema updates must not break existing vendor page renders; use nullable defaults New fields added post-v2



Component 3: Vendor Page Template

Standardized HTML/CSS template for individual vendor profile pages. All zone labels correspond to Field IDs from Component 2. Sections are ordered for maximum SEO value and user engagement.

3A — Page Zone Architecture

Zone ID Zone Name Position Fields Used Purpose Word Count Target
Z-01 Hero / Identity Bar Top of page (sticky on scroll) F-002, F-022, F-003, F-004, F-023, F-040 Instant brand recognition; category placement; FCIQ Score badge 30–60 words
Z-02 Quick Stats Row Below hero F-005, F-006, F-007, F-008, F-009, F-010, F-027 Scannable key facts for fast qualification N/A (data fields)
Z-03 FCIQ Score Card Right sidebar / top F-040 + all 7 scoring dimensions (Component 5) Trust signal; proprietary scoring visible above fold 50–100 words
Z-04 Executive Summary Main body — first section F-024 SEO-rich overview; answers “what is [vendor]?” search intent 200–350 words
Z-05 Core Capabilities Main body — second section F-014 Feature-level breakdown of AI and core product capabilities 150–300 words
Z-06 Strengths vs. Weaknesses Main body — third section F-016, F-017 Balanced pros/cons for buyer decision-making 100–200 words
Z-07 Pricing & Packaging Main body — fourth section F-011, F-012, F-032, F-033 Pricing model clarity; free trial signals; conversion driver 80–150 words
Z-08 Integrations Panel Main body — fifth section F-015, F-031, F-034 Integration breadth; buyer fit check; internal linking to integration pages 60–120 words
Z-09 Ideal Customer Profile Main body — sixth section F-010, F-029, F-038, F-039 Fit qualification; reduces bounce from wrong-segment visitors 80–150 words
Z-10 Compliance & Security Main body — seventh section F-030 Enterprise buyer trust signal; often searched independently 50–100 words
Z-11 Competitive Landscape Main body — eighth section F-018 + cross-links to competitor vendor pages Internal linking; positions site as category authority; comparison CTAs 80–150 words
Z-12 User Review Aggregate Main body — ninth section F-035, F-036, F-037 Social proof; structured data for rich snippets (AggregateRating schema) 50–80 words
Z-13 CTA / Action Bar Sticky footer + inline F-021, F-032 Conversion: “Visit Site”, “Compare”, “Get Demo” buttons 10–20 words
Z-14 Metadata Footer Bottom of page F-001, F-019, F-020 Transparency: last updated date, vendor ID, confidence level 20–40 words

3B — Vendor Page HTML Template Structure

The following block defines the semantic HTML skeleton for every vendor page. [FIELD_ID] tokens are replaced by field values at render time.

Section HTML Element / Class Token(s) Schema.org Markup Notes
Page wrapper <article class=”fcvnd-profile”> F-001 as data-vendor-id attribute itemscope itemtype=”https://schema.org/SoftwareApplication” Root element for all vendor data
Hero logo <img class=”fcvnd-logo”> [F-022] itemprop=”image” Lazy-load; alt = “[F-002] logo”
Company name (H1) <h1 class=”fcvnd-name”> [F-002] itemprop=”name” Only H1 on page; include category for disambiguation
Short description <p class=”fcvnd-tagline”> [F-023] itemprop=”description” Used as meta description; 155 char max
Category breadcrumb <nav class=”fcvnd-breadcrumb”> [F-003] → [F-004] BreadcrumbList schema Home > [CAT] > [SUBCAT] > [Vendor]
FCIQ Score badge <div class=”fcvnd-score-badge”> [F-040] Color-coded: 80–100 Green / 60–79 Blue / 40–59 Yellow / <40 Red
Quick stats bar <dl class=”fcvnd-stats”> F-005 through F-009 itemprop=”foundingDate” on F-005 Founded | HQ | Employees | Status | Ticker/Val
Pricing row <div class=”fcvnd-pricing”> [F-011] [F-012] itemprop=”offers” Show free trial badge if F-032=true
Full description <section class=”fcvnd-desc”> [F-024] itemprop=”abstract” Render as rich text; no external links in body
Strengths list <ul class=”fcvnd-strengths”> [F-016] Each <li> starts with ✅ emoji or icon
Weaknesses list <ul class=”fcvnd-weaknesses”> [F-017] Each <li> starts with ⚠️ emoji or icon
Integrations grid <div class=”fcvnd-integrations”> [F-015] Render as pill/badge tags; link to integration pages where available
Competitor links <div class=”fcvnd-competitors”> [F-018] Link to other vendor profile pages in DB; compare CTA beside each
Review aggregate <div class=”fcvnd-reviews”> [F-035] [F-036] [F-037] AggregateRating schema Show star graphic; link to source; refresh quarterly
CTA buttons <div class=”fcvnd-cta”> [F-021] [F-032] Primary: “Visit [F-002]” | Secondary: “Compare Vendors” | Tertiary: “View Demo”
Metadata footer <footer class=”fcvnd-meta”> [F-001] [F-019] [F-020] itemprop=”dateModified” Small text; “Last updated [F-019] · Confidence: [F-020] · ID: [F-001]”

3C — SEO Meta Tag Mapping

Meta Tag Template Formula Max Length Example Output
<title> [F-002] Review [YEAR] — [F-004 Subcategory] | FinanceCopilotHQ 65 chars “Stripe Review 2026 — Payment Gateway | FinanceCopilotHQ”
meta description [F-023]. FCIQ Score: [F-040]/100. Compare [F-002] pricing, features & alternatives. 155 chars “Developer-first payment processing for global businesses. FCIQ Score: 87/100. Compare Stripe pricing, features & alternatives.”
og:title [F-002]: [F-023] 90 chars “Stripe: Developer-first payment processing for global businesses”
og:image [F-022] or fallback to /assets/fcvnd-og-default.png Vendor logo on branded background; 1200×630px
canonical https://financecopilothq.com/vendors/[F-004-slug]/[F-002-slug]/ https://financecopilothq.com/vendors/payment-gateway/stripe/



Component 4: Comparison Page Template

Standardized template for side-by-side vendor comparison pages (e.g. “Stripe vs Adyen” or “Top 5 FP&A Tools Compared”). Supports 2–5 vendors per comparison. Auto-generated from vendor DB fields.

4A — Comparison Page URL & Naming Convention

Comparison Type URL Pattern Title Template Meta Description Template Auto-Generate?
Head-to-Head (2 vendors) /compare/[vendor-slug-1]-vs-[vendor-slug-2]/ [Vendor 1] vs [Vendor 2]: [YEAR] Comparison — FinanceCopilotHQ Compare [V1] and [V2] on pricing, features, integrations and FCIQ Score. Updated [MONTH YEAR]. ✅ Yes — from DB
Category Top-N (3–5 vendors) /compare/best-[subcategory-slug]-[year]/ Best [Subcategory] Software [YEAR]: Top [N] Compared We compared the top [N] [subcategory] platforms on [N] criteria. See FCIQ Scores, pricing, pros/cons. ✅ Yes — from DB
Segment-Specific (use-case) /compare/[subcategory-slug]-for-[segment-slug]/ Best [Subcategory] for [Segment]: [YEAR] Guide Find the best [subcategory] software for [segment]. [N] vendors reviewed by the FinanceCopilotHQ team. ⚠️ Manual curation
Competitor Alternative /alternatives/[vendor-slug]/ [Vendor] Alternatives & Competitors [YEAR] Looking for [Vendor] alternatives? We ranked the top [N] competitors by FCIQ Score, pricing, and fit. ✅ Yes — from F-018

4B — Comparison Table Column Schema

Each column = one vendor. Each row = one comparison criterion drawn from standardized field definitions.

Row ID Comparison Row Label Source Field(s) Display Format Win Condition (auto-highlight)
CR-01 FCIQ Score™ F-040 Numeric badge with color (0–100); radar chart in visual mode Highest score highlighted in green
CR-02 Category / Subcategory F-003, F-004 Category name + subcategory pill No winner (informational)
CR-03 Founded F-005 YYYY (N years ago) No winner (informational; note longevity)
CR-04 Company Size F-007, F-027 Employee tier + Revenue tier No winner (scale signal)
CR-05 Funding / Ownership F-008, F-009 Status label + detail (ticker/valuation) Public companies flagged; PE-backed noted
CR-06 Target Segments F-010 Segment tag pills (SEG codes) Highlight match if user-selected filter active
CR-07 Starting Price F-011, F-012 Price string + pricing model badge Lowest starting price highlighted (where comparable)
CR-08 Free Trial / Free Tier F-032, F-033 ✅ Yes / ❌ No badges ✅ wins for both
CR-09 Deployment Model F-013 DEP tag pills Highlight match if user-selected filter active
CR-10 AI Capabilities F-014 Truncated text (150 chars) + expand toggle; AI score sub-dimension badge AI sub-score from Component 5 D-02
CR-11 Native Integrations F-015, F-031 Top 5 integrations shown; full list on expand; count badge Highest integration count highlighted
CR-12 Geographies F-029 Region pills Highlight “Global” if available
CR-13 Compliance Certs F-030 Badge pills (SOC 2, ISO, PCI, etc.) Most certifications highlighted
CR-14 Implementation Speed F-038 Enum label with icon (clock) Fastest implementation highlighted
CR-15 User Ratings F-035, F-036 G2 ★★★★☆ (4.2/5, 1,234 reviews) + Capterra Highest average rating highlighted
CR-16 Top Strengths F-016 Top 3 bullets per vendor No winner (informational)
CR-17 Key Weaknesses F-017 Top 2 bullets per vendor No winner (informational)
CR-18 Best For (Fit Summary) F-010, F-029, F-023 2–3 sentence narrative auto-generated from fields No winner; helps buyer self-select
CR-19 Vendor Page Link F-001, F-002, F-021 “Full Review →” internal link + “Visit Site ↗” external link

4C — Comparison Page Layout Zones

Zone Element Contents Mobile Behavior
CZ-01 Page Header H1 with comparison title; breadcrumb; “Updated [Date]” badge; share buttons Full width; breadcrumb collapsed
CZ-02 Comparison Intent Summary 100–150 word intro explaining what the comparison covers and who it’s for Full width collapsed to accordion
CZ-03 FCIQ Winner Card Highlights the top-scoring vendor with FCIQ badge and 2-sentence justification Sticky top bar on mobile
CZ-04 Comparison Table (sticky header) CR-01 through CR-19 rows; vendor columns; sticky first column on scroll Horizontal scroll; collapse rows to accordion
CZ-05 Filter / Customize Bar Segment filter (SEG tags); hide/show rows toggle; “I need X” use-case filter Drawer/modal on mobile
CZ-06 Detailed Verdict Section 300–600 word narrative with “Choose [Vendor X] if…” guidance for each vendor Full width expandable cards
CZ-07 Related Comparisons 3–5 auto-linked comparison pages from same category Horizontal scroll cards
CZ-08 CTA Bar “Get Personalized Recommendation” lead gen form + individual vendor CTAs Fixed bottom bar



Component 5: AI Scoring Methodology — FCIQ Score™

The FinanceCopilot Intelligence Quotient (FCIQ) Score™ is a 0–100 composite score that rates every vendor across 7 weighted dimensions. It enables objective comparison, auto-ranking, and category leader identification. The score is calculated quarterly and updated on material vendor changes.

5A — FCIQ Score™ Dimension Definitions & Weights

Dim ID Dimension Name Weight Max Points What It Measures Primary Data Sources
D-01 Product Capability 25% 25.0 Breadth and depth of core product features; configurability; workflow automation; reporting depth F-014, F-015, F-031; vendor feature pages; analyst reports
D-02 AI & Automation Maturity 20% 20.0 Quality and specificity of AI/ML features; named models; automation rates; autonomous capabilities; roadmap credibility F-014; vendor AI documentation; G2 AI feature reviews
D-03 Market Presence & Trust 20% 20.0 Customer count tier; revenue scale; years in market; brand recognition; analyst quadrant positions (Gartner, Forrester) F-005, F-007, F-027, F-028; industry analyst reports
D-04 User Satisfaction 15% 15.0 Aggregate review scores from G2, Capterra, Trustpilot; review volume; sentiment analysis; NPS proxies F-035, F-036, F-037; review platforms (quarterly snapshot)
D-05 Integration Ecosystem 10% 10.0 Number of native integrations; quality of key connector partnerships; API availability; marketplace size F-015, F-031, F-034; vendor marketplace pages
D-06 Value for Money 5% 5.0 Pricing transparency; free trial/tier availability; ROI evidence; implementation cost vs. benefit; comparison to category average F-011, F-012, F-032, F-033, F-038; pricing pages; user ROI data
D-07 Innovation & Momentum 5% 5.0 Product release cadence; recent major launches; funding activity (signals R&D investment); analyst momentum; hiring signals F-026; vendor changelogs; press releases; LinkedIn hiring data

5B — Dimension Scoring Rubrics

D-01: Product Capability (Max 25 pts)

Score Band Points Criteria
Exceptional 22–25 Category-defining product; best-in-class for primary use case; deep configurability; recognized in Gartner/Forrester leader quadrant; 10+ years of sustained feature development
Strong 16–21 Comprehensive feature set; covers 80%+ of category use cases; some gaps in advanced/enterprise features; strong integration story
Adequate 10–15 Core features present; gaps in advanced functionality; limited configurability; adequate for target segment but not above it
Developing 5–9 Newer product with feature gaps; roadmap promising but execution unproven; limited enterprise readiness
Nascent 0–4 Early-stage product; significant feature gaps; not recommended for most use cases; proof-of-concept stage

D-02: AI & Automation Maturity (Max 20 pts)

Score Band Points Criteria
AI-Native Leader 17–20 Named AI product/brand (e.g. “Freeda AI”, “Joule”, “Einstein”); published automation rates (>80% touchless); LLM-powered features in production; AI as core differentiator in positioning
AI-Advanced 12–16 Multiple specific ML/AI features; measurable automation (50–80%); AI roadmap clearly articulated; some generative AI features shipped
AI-Enabled 7–11 Several AI/ML features present (e.g. OCR, auto-categorization, anomaly detection); not core to product identity; incremental AI additions
AI-Emerging 3–6 Basic automation (rule-based + simple ML); AI features announced but not yet differentiated; “AI roadmap” language without shipped features
Pre-AI 0–2 Minimal or no AI/ML features; primarily manual workflows; no named AI capabilities; legacy architecture

D-03: Market Presence & Trust (Max 20 pts)

Score Band Points Criteria
Category Dominant 17–20 100K+ customers OR $1B+ ARR OR 15+ years in market; Gartner/Forrester leader; household name in category; multiple analyst recognitions
Market Leader 12–16 10K–100K customers OR $200M–$1B ARR; top-3 mentioned in category comparisons; strong analyst coverage
Established Player 7–11 1K–10K customers; recognized brand in segment; positive analyst coverage; 5+ years track record
Growth Stage 3–6 100–1K customers; emerging brand; early analyst recognition; 2–5 years in market
Early Stage 0–2 <100 customers; limited market recognition; <2 years; brand building phase

D-04: User Satisfaction (Max 15 pts)

Score Band Points Criteria (weighted avg of G2 + Capterra; volume bonus)
Exceptional (4.5–5.0 avg) 13–15 4.5+ average across platforms; 500+ reviews; high volume indicates real usage base
Strong (4.0–4.4 avg) 10–12 4.0–4.4 average; 200+ reviews; generally positive with manageable criticism
Adequate (3.5–3.9 avg) 6–9 3.5–3.9 average; mixed reviews; common complaints around support or complexity
Challenged (3.0–3.4 avg) 3–5 3.0–3.4 average; recurring negative themes; potential red flag for buyers
Poor (<3.0 or <50 reviews) 0–2 Below 3.0 average OR insufficient review data to score reliably

D-05 through D-07: Summary Rubric

Dimension Max Pts Full Points Criteria Half Points Criteria Minimum Criteria
D-05: Integration Ecosystem 10 500+ native integrations; public API with docs; active marketplace; direct ERP connectors 100–499 integrations; API available; key platform coverage <50 integrations; limited or no public API
D-06: Value for Money 5 Transparent pricing; free trial; proven ROI data; below-category-average entry price Partially transparent pricing; trial available; reasonable entry price Opaque pricing only; no trial; above-average cost with limited ROI evidence
D-07: Innovation & Momentum 5 Major product launch in past 12 months; recent funding round; growing analyst coverage; rapid hiring Minor releases; stable funding; steady analyst mentions No significant launches; stagnant roadmap; declining reviews trend

5C — FCIQ Score Calculation Formula

Step Operation Formula Example (Stripe)
1 Score each dimension Assign raw points 0 to max per rubric D-01=22, D-02=18, D-03=18, D-04=13, D-05=9, D-06=4, D-07=4
2 Sum raw points Total = D-01 + D-02 + D-03 + D-04 + D-05 + D-06 + D-07 22+18+18+13+9+4+4 = 88
3 FCIQ Score FCIQ = (Total Raw / 100) × 100 = Total Raw (already out of 100) FCIQ Score = 88.0
4 Confidence adjustment If F-020 = Low, multiply by 0.90 (10% confidence penalty) N/A (Stripe = High confidence)
5 Round & store Round to 1 decimal place; store in F-040 F-040 = 88.0

5D — FCIQ Score Tiers & Display Rules

Score Range Tier Label Badge Color Badge Icon Meaning for Buyers % of v1 DB (estimated)
90–100 FinTech Elite™ #16a34a (Deep Green) 🏆 Category-defining; safe enterprise choice; maximum confidence ~8% (4 vendors)
80–89 Highly Recommended #2563eb (Royal Blue) Excellent product; strong for most buyers in target segment ~30% (15 vendors)
65–79 Solid Choice #0891b2 (Teal) Good fit for defined use cases; evaluate against alternatives ~35% (17 vendors)
50–64 Consider Carefully #ca8a04 (Amber) ⚠️ Has strengths but notable gaps; verify fit before committing ~20% (10 vendors)
35–49 Niche / Emerging #ea580c (Orange) 🔍 Specific use case only; early stage or declining momentum ~5% (2–3 vendors)
0–34 Not Recommended #dc2626 (Red) 🚫 Significant concerns; only consider with expert guidance <2% (<1 vendor)

5E — Sample FCIQ Scores for v1 Database Vendors

Vendor D-01 D-02 D-03 D-04 D-05 D-06 D-07 FCIQ Score™ Tier
Stripe 22 18 18 13 9 4 4 88.0 Highly Recommended ⭐
SAP S/4HANA 25 16 20 10 10 2 3 86.0 Highly Recommended ⭐
Workday 22 16 18 13 9 3 4 85.0 Highly Recommended ⭐
Intuit QuickBooks 20 15 20 12 9 5 4 85.0 Highly Recommended ⭐
Adyen 21 16 17 11 8 3 4 80.0 Highly Recommended ⭐
Oracle NetSuite 22 14 18 11 9 3 3 80.0 Highly Recommended ⭐
Ramp 17 17 14 13 8 5 5 79.0 Solid Choice ✅
Xero 18 13 17 13 9 5 3 78.0 Solid Choice ✅
Tipalti 19 14 14 12 8 3 4 74.0 Solid Choice ✅
Anaplan 20 14 15 11 8 2 3 73.0 Solid Choice ✅
Rippling 19 14 13 13 9 3 5 76.0 Solid Choice ✅
BlackLine 20 13 15 12 7 2 3 72.0 Solid Choice ✅
Pigment 16 15 10 12 7 3 5 68.0 Solid Choice ✅
Kyriba 19 13 13 11 7 2 3 68.0 Solid Choice ✅
Mambu 16 12 11 11 7 3 4 64.0 Consider Carefully ⚠️
Ledger AI 10 16 4 8 5 4 5 52.0 Consider Carefully ⚠️



Component 6: WordPress Custom Field Structure

ACF (Advanced Custom Fields) Pro-compatible field group definitions for implementing the Vendor Schema v2 in WordPress. Supports both CPT (Custom Post Type) and standard posts. All field keys follow the fcvnd_ namespace to prevent conflicts.

6A — Custom Post Type Definition: fc_vendor

Property Value Notes
Post Type Slug fc_vendor Register via functions.php or CPT UI plugin
Singular Name Vendor Shown in WordPress admin menu
Plural Name Vendors
Public true Appears in frontend search and nav
Has Archive true Archive page at /vendors/
Archive Slug vendors URL: financecopilothq.com/vendors/
Rewrite Slug vendors/[category-slug] URL: financecopilothq.com/vendors/payment-gateway/stripe/
Supports title, editor, thumbnail, excerpt, custom-fields, revisions Use F-002 as title; F-024 as editor content; F-022 as thumbnail
Menu Icon dashicons-building Displays in WP admin sidebar
Menu Position 5 Below Posts in admin nav
Taxonomies fc_category, fc_subcategory, fc_segment, fc_deployment Register as custom taxonomies (see 6B)
REST API Enabled true Enables /wp-json/wp/v2/fc_vendor endpoint
Capability Type post Uses standard WP post capabilities

6B — Custom Taxonomy Definitions

Taxonomy Slug Label Hierarchical Public URL Terms Source Field Link
fc_category Vendor Category Yes (parent) /vendors/category/[slug]/ Component 1A: CAT-01 through CAT-16 F-003
fc_subcategory Vendor Subcategory Yes (child of fc_category) /vendors/subcategory/[slug]/ Component 1B: SUB-01 through SUB-34 F-004
fc_segment Market Segment No (flat) /vendors/segment/[slug]/ Component 1C: SEG-01 through SEG-10 F-010
fc_deployment Deployment Model No (flat) /vendors/deployment/[slug]/ Component 1D: DEP-01 through DEP-06 F-013
fc_geography Geography Served No (flat) /vendors/geography/[slug]/ North America, EMEA, APAC, LATAM, Global F-029

6C — ACF Field Group: Core Identity (Group 1 of 4)

ACF Field Key Field Label ACF Type Field Name Schema Field Required Validation / Notes
field_fcvnd_001 Vendor ID text fcvnd_vendor_id F-001 Yes Read-only; auto-generated; pattern: FCVND-[CAT]-[SEQ]
field_fcvnd_002 Company Name text fcvnd_company_name F-002 Yes Max 100 chars; synced to post title
field_fcvnd_003 Vendor Website url fcvnd_website F-021 Yes https:// required; no trailing slash; rel=”nofollow sponsored”
field_fcvnd_004 Logo image fcvnd_logo F-022 Yes Return: URL; min 200×200px; PNG or SVG; webp auto-converted
field_fcvnd_005 One-Line Description text fcvnd_short_description F-023 Yes Max 160 chars; no vendor name at start; avoid jargon
field_fcvnd_006 Founded Year number fcvnd_founded_year F-005 Yes Min: 1960; Max: [current year]; integer only
field_fcvnd_007 Headquarters text fcvnd_hq F-006 Yes Format: City, State, Country; max 80 chars
field_fcvnd_008 Employee Count Tier select fcvnd_employee_tier F-007 Yes Choices: 1–50 | 51–200 | 201–500 | 501–1,000 | 1,001–5,000 | 5,001–20,000 | 20,000+
field_fcvnd_009 Funding Status select fcvnd_funding_status F-008 Yes Choices: Public | Private — VC-Backed | Private — PE-Backed | Private — Bootstrapped | Subsidiary | Acquired
field_fcvnd_010 Ticker / Valuation text fcvnd_funding_detail F-009 Yes e.g. “INTU” or “$8.5B valuation” or “Acquired by Paylocity”
field_fcvnd_011 Revenue Range select fcvnd_revenue_range F-027 Rec. Choices: <$10M | $10–50M | $50–200M | $200M–$1B | $1B–$5B | $5B+
field_fcvnd_012 Customer Count Tier select fcvnd_customer_count F-028 Rec. Choices: <100 | 100–1K | 1K–10K | 10K–100K | 100K+

6D — ACF Field Group: Product & Pricing (Group 2 of 4)

ACF Field Key Field Label ACF Type Field Name Schema Field Required Validation / Notes
field_fcvnd_020 Pricing Model checkbox fcvnd_pricing_model F-011 Yes Choices: Subscription | Per-User | Per-Transaction | Consumption | Freemium | One-Time License | Revenue-Share | Custom
field_fcvnd_021 Starting Price text fcvnd_pricing_entry F-012 Yes e.g. “From $30/user/month” or “Custom only”; max 80 chars
field_fcvnd_022 Free Trial Available true_false fcvnd_free_trial F-032 Yes 1 = Yes; 0 = No; default: 0
field_fcvnd_023 Free Tier Available true_false fcvnd_free_tier F-033 Yes 1 = Yes; 0 = No; default: 0
field_fcvnd_024 Deployment Model checkbox fcvnd_deployment F-013 Yes Choices: Cloud SaaS Multi-Tenant | Cloud SaaS Single-Tenant | On-Premise | Hybrid | API/Embedded | Mobile-First
field_fcvnd_025 AI Capabilities textarea fcvnd_ai_capabilities F-014 Yes Max 500 chars; use comma-separated list of specific features
field_fcvnd_026 Key Integrations textarea fcvnd_integrations F-015 Yes Max 400 chars; comma-separated; max 15 items; official names only
field_fcvnd_027 Native Integration Count number fcvnd_integration_count F-031 Rec. Integer; 0–10,000; source from vendor marketplace
field_fcvnd_028 Public API Available true_false fcvnd_api F-034 Rec. 1 = Yes; 0 = No
field_fcvnd_029 Implementation Time select fcvnd_implementation_time F-038 Rec. Choices: Hours | Days | 1–4 Weeks | 1–3 Months | 3–6 Months | 6–12 Months | 12+ Months
field_fcvnd_030 Support Channels checkbox fcvnd_support F-039 Rec. Choices: Email | Phone | Live Chat | Dedicated CSM | Community Forum | Self-Service Docs

6E — ACF Field Group: Evaluation & Scores (Group 3 of 4)

ACF Field Key Field Label ACF Type Field Name Schema Field Required Validation / Notes
field_fcvnd_040 Strengths repeater fcvnd_strengths F-016 Yes Sub-field: strength_item (textarea, 80 chars max); min 3 rows; max 5 rows
field_fcvnd_041 Weaknesses repeater fcvnd_weaknesses F-017 Yes Sub-field: weakness_item (textarea, 80 chars max); min 3 rows; max 5 rows
field_fcvnd_042 Main Competitors relationship fcvnd_competitors F-018 Yes Links to other fc_vendor posts; min 3; max 6; bidirectional relationship
field_fcvnd_043 G2 Rating number fcvnd_g2_rating F-035 Rec. Float 0.0–5.0; 1 decimal; null if no data
field_fcvnd_044 G2 Review Count number fcvnd_g2_reviews F-035 Rec. Integer; 0–100,000
field_fcvnd_045 Capterra Rating number fcvnd_capterra_rating F-036 Rec. Float 0.0–5.0; 1 decimal
field_fcvnd_046 Capterra Review Count number fcvnd_capterra_reviews F-036 Rec. Integer; 0–100,000
field_fcvnd_047 FCIQ Score™ number fcvnd_fciq_score F-040 Calculated Float 0.0–100.0; 1 decimal; auto-calculated; read-only in UI
field_fcvnd_048 FCIQ — D01 Product Capability number fcvnd_score_d01 D-01 Calculated Float 0.0–25.0; feeds FCIQ formula
field_fcvnd_049 FCIQ — D02 AI Maturity number fcvnd_score_d02 D-02 Calculated Float 0.0–20.0
field_fcvnd_050 FCIQ — D03 Market Presence number fcvnd_score_d03 D-03 Calculated Float 0.0–20.0
field_fcvnd_051 FCIQ — D04 User Satisfaction number fcvnd_score_d04 D-04 Calculated Float 0.0–15.0
field_fcvnd_052 FCIQ — D05 Integrations number fcvnd_score_d05 D-05 Calculated Float 0.0–10.0
field_fcvnd_053 FCIQ — D06 Value for Money number fcvnd_score_d06 D-06 Calculated Float 0.0–5.0
field_fcvnd_054 FCIQ — D07 Innovation number fcvnd_score_d07 D-07 Calculated Float 0.0–5.0

6F — ACF Field Group: Metadata & Admin (Group 4 of 4)

ACF Field Key Field Label ACF Type Field Name Schema Field Required Notes
field_fcvnd_060 Compliance Certifications checkbox fcvnd_compliance F-030 Rec. Choices: SOC 2 Type I | SOC 2 Type II | ISO 27001 | PCI-DSS | GDPR | HIPAA | FedRAMP | CSA STAR
field_fcvnd_061 Geographies Served checkbox fcvnd_geographies F-029 Rec. Choices: North America | EMEA | APAC | LATAM | Global
field_fcvnd_062 Total Funding (USD millions) number fcvnd_total_funding F-025 Rec. Float; e.g. 245.5 for $245.5M; 0 if bootstrapped; null if undisclosed
field_fcvnd_063 Latest Funding Round text fcvnd_latest_round F-026 Rec. e.g. “Series D — $150M — January 2024”; max 100 chars
field_fcvnd_064 Last Updated Date date_picker fcvnd_last_updated F-019 Yes Format: YYYY-MM-DD; auto-set on post save via hook
field_fcvnd_065 Data Confidence Level select fcvnd_confidence F-020 Yes Choices: High | Medium | Low; default Medium
field_fcvnd_066 Internal Notes textarea fcvnd_internal_notes No Admin-only; not displayed on frontend; source citations, flags, review reminders
field_fcvnd_067 Schema Version text fcvnd_schema_version Yes Auto-set to “v2”; read-only; used to detect records needing migration
field_fcvnd_068 Affiliate Disclosure true_false fcvnd_affiliate Yes 1 = Has affiliate relationship; triggers disclosure banner on frontend
field_fcvnd_069 Featured Vendor true_false fcvnd_featured No 1 = Show in “Featured Vendors” widgets and category page header slots

6G — WordPress REST API Endpoint Map

Endpoint Method Returns Auth Required Use Case
/wp-json/wp/v2/fc_vendor GET All vendor posts (paginated); includes all ACF fields via ?acf_format=standard No (public) Vendor listing pages; category archives; search
/wp-json/wp/v2/fc_vendor/[id] GET Single vendor full record with all fields No (public) Vendor profile page data; comparison engine
/wp-json/wp/v2/fc_vendor?fc_category=[slug] GET Vendors filtered by category taxonomy No Category landing pages (e.g. /vendors/fpa-planning/)
/wp-json/wp/v2/fc_vendor?meta_key=fcvnd_fciq_score&orderby=meta_value_num&order=desc GET Vendors sorted by FCIQ Score descending No Top vendor rankings; homepage leaderboard
/wp-json/fcvnd/v1/compare?ids=[id1],[id2],[id3] GET Side-by-side comparison data for 2–5 vendors; returns all CR fields from Component 4 No Comparison page dynamic generation
/wp-json/fcvnd/v1/score/[id] GET FCIQ Score breakdown (all 7 dimensions) for a single vendor No Score card widget; score history chart
/wp-json/wp/v2/fc_vendor/[id] POST/PATCH Update vendor record fields Yes (Editor role+) Admin data updates; bulk import scripts

6H — Schema Migration Guide: v1 Database → v2 Schema

V1 Field (Post Content) V2 Field ID ACF Field Name Migration Action Priority
Company name (H2 heading) F-002 fcvnd_company_name Extract from H2; set as CPT post title; populate fcvnd_company_name 🔴 Critical
Category (table row) F-003, F-004 Taxonomy assignment Map to fc_category + fc_subcategory taxonomy terms from Component 1 🔴 Critical
Founded (table row) F-005 fcvnd_founded_year Extract year integer; validate 1960–2026 🟠 High
Headquarters (table row) F-006 fcvnd_hq Standardize to “City, State, Country” format 🟠 High
Estimated Employees (table row) F-007 fcvnd_employee_tier Convert numeric string (“~18,000”) to enum tier (“5,001–20,000”) 🟠 High
Funding Status (table row) F-008, F-009 fcvnd_funding_status + fcvnd_funding_detail Split into status enum + detail text field 🟠 High
Typical Customer Size (table row) F-010 fc_segment taxonomy Map text values to SEG taxonomy terms 🟠 High
Pricing Model (table row) F-011, F-012 fcvnd_pricing_model + fcvnd_pricing_entry Split into model enum(s) + entry price text 🟠 High
AI Capabilities (table row) F-014 fcvnd_ai_capabilities Direct text copy; trim to 500 chars; verify specificity 🟠 High
Key Integrations (table row) F-015 fcvnd_integrations Direct text copy; trim to 400 chars; verify official names 🟠 High
Strengths (table row) F-016 fcvnd_strengths (repeater) Split comma/period-separated text into 3–5 repeater rows 🟡 Medium
Weaknesses (table row) F-017 fcvnd_weaknesses (repeater) Split into 3–5 repeater rows 🟡 Medium
Main Competitors (table row) F-018 fcvnd_competitors (relationship) Match competitor names to fc_vendor CPT posts; create relationship links 🟡 Medium
(New — not in v1) F-020, F-040 fcvnd_confidence, fcvnd_fciq_score Set confidence = Medium for all migrated records; calculate FCIQ scores per Component 5 🟡 Medium
(New — not in v1) F-032, F-033, F-034 fcvnd_free_trial, fcvnd_free_tier, fcvnd_api Research and populate for all 50 vendors post-migration 🟢 Low (Phase 2)
(New — not in v1) F-030, F-035, F-036 fcvnd_compliance, fcvnd_g2_rating, fcvnd_capterra_rating Research and populate for all 50 vendors post-migration 🟢 Low (Phase 2)

FinanceCopilotHQ Vendor Schema v2 — Implementation Summary: 16 Primary Categories · 34 Subcategories · 10 Market Segments · 6 Deployment Models · 40 Core + Extended Fields (F-001 to F-040) · 69 ACF Custom Fields (field_fcvnd_001 to field_fcvnd_069) · 5 Custom Taxonomies · 7 REST API Endpoints · 7-Dimension FCIQ Score™ (100-point scale) · 6 Score Tiers · 19 Comparison Rows · 8 Comparison Page Zones. Schema Version: 2.0 | Published: June 2026 | Next Review: December 2026.

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