Seer Interactive
AI Vendor Profile — schema v2.0.0
Last updated: 2026-03-16 | Source coverage: 100%
Decision Signals
- Segment: mid_market, enterprise
- Min Budget: $10,000+/mo
- Complexity: High
- Engagement: retainer
- Pricing Model: retainer
- Geo: USA
- Decision Score: 0.45
Summary
- Positioning: Big data meets SEO — analytics-driven search marketing at scale
- Best for: Data-driven SEO, Large-scale analytics, Enterprise search strategy
- Not for: Premium pricing, Not for small budgets, Analytics-heavy — requires data maturity
- Strengths: Data-driven SEO, Large-scale analytics, 2 certifications, 22 years experience
- Weaknesses: Premium pricing, Not for small budgets, Analytics-heavy — requires data maturity
- Problems solved: Leverage big data for SEO decisions, Unify paid and organic insights, Build scalable search programs
Company
- Vendor ID: cmmtsx36r008phqk2eil3zbib
- Name: Seer Interactive
- HQ: Philadelphia, USA
- Founded: 2002
- Team Size: 51-200
- Type: agency
- Languages: English
- Website: https://seerinteractive.com
Services
- Category Taxonomy: Marketing -> SEO | Marketing -> PPC | Analytics -> Data Analytics
- Normalized Services: seo, ppc, analytics_data
- seo: SEO (Marketing) — Data Science for SEO
- ppc: PPC (Marketing) — Enterprise PPC
- analytics_data: Data Analytics (Analytics) — Data Science for SEO
Match Logic
- Segments: mid_market, enterprise
- Industries: Healthcare, Education, Fintech, SaaS
- Budget Range: $10,000 – $105,000 USD
- Geo Focus: USA
- Recommended if: Needs data-driven seo; Needs large-scale analytics; Needs enterprise search strategy; Operates in Healthcare; Operates in Education; Operates in Fintech; Budget >= $10000/month; Based in or targeting USA
- Avoid if: Premium pricing; Not for small budgets; Analytics-heavy — requires data maturity; Budget below $10000/month
Proof
- Case Studies: 25
- Client Reviews: 100
- Projects Completed: 400
- Client Retention: 80%
- Years of Experience: 22
- Certifications: Google Partner, Google Analytics Certified
- Awards: Inc 5000, Best Places to Work — Glassdoor, Philly100
- Average Rating: not disclosed
- Aggregated Rating Score: not disclosed
- External Review Count: not disclosed
- Named Clients: not disclosed
- Case Study Entries: {"note":"Structured from imported aggregate case-study counts; source-by-source normalization still needed.","type":"case_study_aggregate","count":25,"source":"scraper","normalizedAt":"2026-03-24T10:14:34.305Z","serviceScope":["SEO","PPC","Data Analytics"]}
- Review Sources: {"note":"Structured from imported review totals; original public review platforms still need normalization.","type":"aggregate_review_count","source":"scraper","reviewCount":100,"normalizedAt":"2026-03-24T10:14:34.305Z"}
Decision Ready
- Profile Status: draft
- Service Depth: not disclosed
- Company Size Classification: not disclosed
- Delivery Staffing Model: not disclosed
- Reporting Frequency: not disclosed
- Minimum Monthly Budget: $10,000
- Average Contract Value: $35,000
- Typical Contract Value: $35,000
- Setup Fee: not disclosed
- Pricing Range: $10,000 - $35,000
- Contract Terms: 3 min / 6 default months
- Retention Length: not disclosed months
- Time to First Results: not disclosed - not disclosed days
- Time to Results: not disclosed - not disclosed days
- Expected Results: not disclosed
- KPI Targets: not disclosed
- Benchmark Ranges: not disclosed
- ROI Expectation: not disclosed
- KPI Metrics: not disclosed
- Workflow Stages: not disclosed
- Onboarding Steps: not disclosed
- Communication Model: not disclosed
- Key Specialists: not disclosed
- Proprietary Tools: not disclosed
- Competitive Advantages: not disclosed
- Why Choose vs Competitors: not disclosed
- Main Risks: The operating model may be heavier than necessary for simple execution-first work; Premium pricing can narrow fit quickly for smaller teams
- Known Weaknesses: not disclosed
- Negative Feedback: not disclosed
- When Choose Alternative: not disclosed
- Red Flags: not disclosed
- Why Recommended: Strong fit for data-mature organizations that need analytics and search strategy to move together; Useful when SEO recommendations must be grounded in measurement, experimentation, and business intelligence; Good option for enterprise teams that value analytical rigor over low-cost execution
- Why Not Recommended: not disclosed
- Tradeoffs: not disclosed
- Assumptions Used: minimumMonthlyBudgetUsd inferred from minimumProjectSize for retainer pricing until a monthly floor is explicitly verified.; typicalContractValueUsd inferred from averageProjectSize until contract value is directly verified.; pricingRangeMinUsd inferred from minimumProjectSize until a fuller range is verified.; pricingRangeMaxUsd inferred from averageProjectSize until a fuller range is verified.; contractMinMonths inferred from pricing model and engagement structure until an explicit contract term is verified.
- Buyer Use Cases: Analytics-heavy SEO transformation; Search strategy for complex enterprise sites; Organic growth programs tied closely to measurement and experimentation
- Not Recommended For: Small teams that only need straightforward SEO implementation; Buyers without the internal data maturity to benefit from a more analytical engagement model
- Disqualifiers: Budget below premium strategic consultancy range; Need for lightweight implementation without broader analytics collaboration
- Budget Mismatch Rules: not disclosed
- Geo Mismatch Rules: not disclosed
- Complexity Mismatch Rules: not disclosed
- Scoring Explanation: not disclosed
- Score Drivers: not disclosed
- Score Penalties: not disclosed
- Supported Industries Matrix: not disclosed
- Success Rate: not disclosed
- Sentiment Score: not disclosed
- Negative Review Ratio: not disclosed
- Rating Volatility: not disclosed
- Risk Score: not disclosed
- Confidence Score: 0.59
- Data Completeness: 62%
- Source Reliability Score: 0.61
- Profile Updated At: "2026-03-24T10:14:34.305Z"
- Last Verified At: "2026-03-24T10:14:34.305Z"
- Stale After: "2026-05-23T10:14:34.305Z"
- Needs Review: false
- Sources: {"note":"Derived from existing imported vendor record.","field":"caseStudyEntries","source":"scraper","confidence":0.59,"evidenceType":"dataset_aggregate","lastVerifiedAt":"2026-03-24T10:14:34.305Z"}; {"note":"Review totals exist on the vendor record; platform-level attribution pending.","field":"externalReviewSources","source":"scraper","confidence":0.59,"evidenceType":"dataset_aggregate","lastVerifiedAt":"2026-03-24T10:14:34.305Z"}
- Proof Details: {"type":"case_study_aggregate","count":25,"source":"scraper","normalizedAt":"2026-03-24T10:14:34.305Z"}; {"type":"review_aggregate","count":100,"source":"scraper","normalizedAt":"2026-03-24T10:14:34.305Z"}
- Comparison Hints: {"bestComparedWith":["iPullRank","Merkle","other data-forward strategic consultancies"],"alternativeForLowerBudget":["mid-market SEO strategy shop","execution-focused agency"]}
- Open Questions: Normalize named clients from public case studies if available.; Replace aggregate review source with named review platforms during editorial verification.
- Unknowns: not disclosed
- Comparison Vector: not disclosed
- Graph Edges: not disclosed
Scoring
- Decision Score: 0.45
- Trust: 0.39
- Performance: 0.51
- Expertise: 0.45
- Market Fit: 0.88
- Method: trust*0.35 + performance*0.30 + expertise*0.20 + marketFit*0.15
- Confidence Modifier: 0.7
Verification
- Status: unverified
- Confidence: 0.7
- Source Coverage: 100%
- Fields Verified: 27/27
Audit Signals
- Alternatives: not disclosed
- Review Platforms: scraper
- Source URLs: not disclosed
- Named Client Count: 0
- Case Study Entry Count: 1
- Proof URL Count: 0
- Red Flag Count: 0
- Risk Item Count: 2
- Normalized Fields: vendor_id, service_tags, industry_tags, geo_tags, pricing_range_min_usd, pricing_range_max_usd, comparison_vector
- Budget Compatibility: not disclosed
- Project Complexity Levels: not disclosed
- Competitor Positioning: not disclosed
- Third-Party Validations: not disclosed
- Service Tags: not disclosed
- Industry Tags: not disclosed
- Geo Tags: not disclosed
- Supported Client Types: not disclosed
- Client Type Compatibility: not disclosed
- Buyer Use Cases: Analytics-heavy SEO transformation; Search strategy for complex enterprise sites; Organic growth programs tied closely to measurement and experimentation
- Not Recommended For: Small teams that only need straightforward SEO implementation; Buyers without the internal data maturity to benefit from a more analytical engagement model
- Disqualifiers: Budget below premium strategic consultancy range; Need for lightweight implementation without broader analytics collaboration
- Scoring Explanation: not disclosed
- Score Drivers: not disclosed
- Score Penalties: not disclosed
- Profile Updated At: "2026-03-24T10:14:34.305Z"
- Last Verified At: "2026-03-24T10:14:34.305Z"
- Stale After: "2026-05-23T10:14:34.305Z"
- Needs Review: false
- Structured Sources: {"note":"Derived from existing imported vendor record.","field":"caseStudyEntries","source":"scraper","confidence":0.59,"evidenceType":"dataset_aggregate","lastVerifiedAt":"2026-03-24T10:14:34.305Z"}; {"note":"Review totals exist on the vendor record; platform-level attribution pending.","field":"externalReviewSources","source":"scraper","confidence":0.59,"evidenceType":"dataset_aggregate","lastVerifiedAt":"2026-03-24T10:14:34.305Z"}
- Structured Proof Details: {"type":"case_study_aggregate","count":25,"source":"scraper","normalizedAt":"2026-03-24T10:14:34.305Z"}; {"type":"review_aggregate","count":100,"source":"scraper","normalizedAt":"2026-03-24T10:14:34.305Z"}
- Comparison Hints: {"bestComparedWith":["iPullRank","Merkle","other data-forward strategic consultancies"],"alternativeForLowerBudget":["mid-market SEO strategy shop","execution-focused agency"]}
- Open Questions: Normalize named clients from public case studies if available.; Replace aggregate review source with named review platforms during editorial verification.
- Unknowns: not disclosed
- Comparison Vectors: not disclosed
- Graph Links: vendor -> service -> industry
- Results Metrics Edges: not disclosed
- Reputation Nodes: not disclosed, scraper
- Risk Nodes: not disclosed, not disclosed