Respondent
US · Market Research · respondent.io
Last refreshed 2026-05-22
Based on 2 AI engines across 1 buyer language.
Dimension breakdown
How AI engines perceive Respondent across the five Signal dimensions.
Weight 30%
Weight 20%
Weight 20%
Weight 15%
Weight 15%
What AI says
AI引擎对Respondent（一家位于美国的市场调研供应商）的相关信息掌握极为有限。综合近期查询结果，该公司综合得分为100分中的11分（暗信号，Dark Signal），其中最强维度为数字足迹（Digital Footprint），得分为100分中的70分，最弱维度为AI推荐率（AI Recommendation Rate），得分为100分中的0分。在2个参与测试的AI引擎（GPT-4o mini、Claude Haiku）中，即便以公司名称、业务类别或域名进行查询，均未能返回有关该公司的实质性信息。AI引擎未能检索到该供应商的任何具体产品信息，这直接导致产品清晰度（Product Clarity）维度得分为100分中的0分。AI引擎的回应中未出现任何认证资质或第三方验证信息，这限制了买方信任度（Buyer Trust）维度的得分（100分中的0分）以及AI推荐率的得分（100分中的0分）。当前最大的提升机会在于AI推荐率维度，下方的改进路线图（Improvement Roadmap）按预期得分提升幅度，列出了供应商可自主执行的具体行动措施。
AI engine breakdown
One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 1 | not found | n/a | None | None |
| Claude Haiku | 0 / 1 | not found | n/a | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Add structured company schema markup to homepage
+18 ptsImplement JSON-LD schema (Organization type) on your homepage with company name, description, headquarters location, and contact email. This enables AI systems to reliably identify and extract core company data during web crawls. Currently, 0/2 LLM queries found you by name, indicating schema or semantic clarity gaps that structured data directly fixes.
Identity & PresenceLow effort
- 2
Create dedicated product/service listing page with schema
+16 ptsPublish a structured page detailing your market research offerings (e.g., survey services, qualitative research, panel services) with product schema markup. AI systems found zero specific products; explicit product pages with semantic markup force clarity and make your offerings machine-readable.
Product ClarityMedium effort
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<a href="https://signal.reevol.com/supplier/respondent-us"><img src="https://signal.reevol.com/api/og/badge/respondent-us" alt="Respondent AI Visibility Score on Reevol Signal" width="320" height="100"></a>Other Market Research suppliers in US
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