Decision
45 / 100
Needs Review
Lower confidence; AI confidence 45 / 100
Vendar AI decision profile
NYC-based SEO and digital marketing agency for ambitious brands
45 / 100
Needs Review
Lower confidence; AI confidence 45 / 100
weak
6 normalized claims
2 third-party, 0 first-party, 0 internal route signals.
Fewer than three external evidence claims are normalized.
retainer
From $3,000/mo
Derived from existing imported vendor record.
unknownunverifiedReview totals exist on the vendor record; platform-level attribution pending.
unknownunverifiedStructured from imported aggregate case-study counts; source-by-source normalization still needed.
unknownunverifiedStructured from imported review totals; original public review platforms still need normalization.
unknownunverifiedClutch Top SEO Company NYC
third_partyverifiedGoogle Partner
third_partyverified{
"schema_version": "vendar.ai.decision.v1",
"vendor": {
"id": "cmmtswtrk007jhqk2y8neosc9",
"slug": "path-interactive",
"name": "Path Interactive",
"website": "https://pathinteractive.com",
"tagline": "NYC-based SEO and digital marketing agency for ambitious brands",
"company_type": "agency",
"headquarters_location": "New York, USA",
"service_regions": [
"USA"
],
"year_founded": 2006,
"team_size": "20-50"
},
"summary": {
"one_line": "NYC-based SEO and digital marketing agency for ambitious brands",
"best_for": [
"NYC market SEO",
"Media and publishing SEO",
"Ecommerce organic growth",
"Mid-market search execution",
"SEO and PPC support with pragmatic delivery",
"Teams looking for a steady operator with lower overhead than top-tier enterprise firms"
],
"not_for": [
"Brands needing large-scale multi-market enterprise transformation",
"Buyers seeking the deepest specialist position in one advanced SEO subdiscipline",
"Smaller team",
"US East Coast focus",
"No web development"
],
"buyer_use_cases": [
"Mid-market search execution",
"SEO and PPC support with pragmatic delivery",
"Teams looking for a steady operator with lower overhead than top-tier enterprise firms"
]
},
"pricing": {
"pricing_model": "retainer",
"minimum_monthly_budget_usd": 3000,
"minimum_project_size_usd": 3000,
"typical_contract_value_usd": 15000,
"pricing_range_min_usd": 3000,
"pricing_range_max_usd": 15000,
"hourly_rate_range": "150-275",
"setup_fee_usd": null,
"contract_min_months": 3,
"contract_default_months": 6,
"pricing_known": true
},
"decision": {
"decision_score": 0.45,
"score_out_of_100": 45,
"verdict": {
"label": "Needs Review",
"summary": "Too many checklist gaps remain for confident ranking or buyer review."
},
"confidence_label": "Lower confidence",
"score_breakdown": {
"human_audit_score": 0.39,
"ai_audit_score": 0.51,
"consistency_score": 0.88,
"trust_score": 0.39,
"performance_score": 0.51,
"expertise_score": 0.45,
"market_fit_score": 0.88
},
"score_drivers": [],
"score_penalties": [],
"why_recommended": [
"Good fit for buyers who want practical search execution with a balance of paid and organic experience",
"Useful when SEO work needs structured delivery without enterprise-level overhead",
"A solid option for mid-market teams looking for dependable search support rather than a highly niche boutique"
],
"why_not_recommended": []
},
"evidence_posture": {
"label": "weak",
"summary": "Not enough source-backed evidence for confident AI recommendations.",
"confidence_cap": 0.45,
"warnings": [
"Fewer than three external evidence claims are normalized.",
"No external source URLs are exposed."
],
"recommended_next_steps": [
"Add concise source-backed claims for service fit, market fit, and buyer proof.",
"Expose at least two source URLs in the source map."
]
},
"evidence_stats": {
"total_claims": 6,
"external_claims": 2,
"third_party_claims": 2,
"first_party_claims": 0,
"internal_signals": 0,
"verified_claims": 2,
"unique_source_urls": 0
},
"risks": {
"main_risks": [
"May be less differentiated than either premium specialists or large scaled operators",
"Geographic and category depth may be narrower than larger alternatives"
],
"disqualifiers": [
"Need for extensive enterprise-scale global delivery",
"Need for a highly differentiated specialist operator over a balanced mid-market agency"
],
"unknowns": [],
"open_questions": [
"Normalize named clients from public case studies if available.",
"Replace aggregate review source with named review platforms during editorial verification."
],
"needs_review": false,
"stale_after": "2026-05-23T10:14:34.305Z"
},
"alternatives": {
"comparison_hints": [
"bestComparedWith: Straight North",
"bestComparedWith: Go Fish Digital",
"bestComparedWith: other mid-market search agencies",
"alternativeForLowerBudget: regional agency",
"alternativeForLowerBudget: freelance search consultant"
],
"manual_alternatives": []
},
"source_map": {
"human_profile": "https://www.vendar.org/vendors/path-interactive",
"human_ai_profile": "https://www.vendar.org/vendors/path-interactive/ai",
"machine_profile_json": "https://www.vendar.org/ai/vendors/path-interactive",
"vendor_website": "https://pathinteractive.com",
"evidence_urls": []
}
}