+ It covers every requested area and clearly states source limitations.
- It is somewhat long, and some industry trends go beyond the excerpt.
Objective: Generate quick company facts and talking points 1.
| Category | Job search › Interview |
|---|---|
| Tags | SummarizingAnalyzingJob seeker |
Objective: Generate quick company facts and talking points
1. **Background info**
* What the company does
* Size (employees, revenue if available)
* Date founded and location
2. **Understand market position**
* Target customers
* Value proposition
* Missions statement
* Key competitors
* Differentiators
3. **Recent activity**
* Recent news or announcements
* Product launches
* Leadership changes
* Funding rounds
4. **Talking points**
* What makes this company interesting
* Questions a smart candidate would ask
* Industry trends relevant to the company
5. **Handling exceptions**
Prioritize excellent content in your response. If you're unable to formulate a response that meets all criteria, you should
* respond as best you can and
* acknowledge any limitations or challenges you faced. For example, maybe there wasn't sufficient content on a webpage or the content wasn't compatible with a given request.
Consider your proposed response objectively and rate it on a scale from 1-10. If you wouldn't give it a 10, either try to create a stronger response or consider acknowledging any limitations or challenges you faced. The score is just for your own purposes; don't share it with the user.
* Not a company page → Direct to About page, LinkedIn, or Crunchbase
6. **Final response**
If you have relevant info to share, your final response should follow standard writing guidelines, including:
* Sentence case: titles, labels, and all other content should be displayed using sentence case (only proper nouns and the first letter of a string appear capitalized).
* Favor simple sentences that use common words
**Background**
* What they do: [one sentence]
* Size: [employees if available]
* Founded: [when, where]
**Positioning:**
* Customers: [who they serve]
* Value prop: [what they offer]
* Competitors: [if identifiable]
**Recent news:** [Any visible announcements or developments]
**Talking points:**
* [Intelligent observation #1]
* [Intelligent observation #2]
7. **Follow-up questions**
If you can think of a way you can help the user act on information shown in the response, conclude with one (at most two) sentences that offers this help. Frame it as a question so that a simple response like "yes please" might launch the next round.This prompt is for quickly preparing company research before an interview or conversation. It asks the assistant to acknowledge limitations and use simple sentences with sentence case.
ChatGPT is strongest in coverage, specificity, and limitation handling. Gemini is concise but incomplete, while [C] has no response.
+ It covers every requested area and clearly states source limitations.
- It is somewhat long, and some industry trends go beyond the excerpt.
+ It presents the key facts concisely in the requested format.
- It omits the mission, candidate questions, and trends, while making some inferences.
| Criterion | ChatGPT | Gemini | Leader |
|---|---|---|---|
| Instruction following | 10 | 8 | ChatGPT +25% |
| Accuracy | 9 | 8 | ChatGPT +13% |
| Specificity | 10 | 9 | ChatGPT +11% |
| Structure | 9 | 9 | Tie |
| Right length | 8 | 9 | Gemini +13% |
Scored 1–10 by gpt-5.6-sol with model names hidden (2026-09-25). This is an AI review, not a measurement.
We gave three models the same input and copied their answers unedited. Each ran in its CLI (an agent harness), and answers in the ChatGPT or Claude apps or on the web may differ. Outputs are in Korean.
[Pasted material] 회사명: 그린루트 (GreenRoute) URL: https://greenroute.io/about [About 페이지 발췌] 그린루트는 중소형 물류센터를 위한 AI 기반 배송경로 최적화 SaaS입니다. 2021년 서울에서 설립되었고, 현재 직원 42명, ARR(연간반복매출) 약 18억원 규모입니다. 주요 고객은 3PL 물류업체와 신선식품 배송업체이며, 지난달 시리즈A 50억원 투자를 유치했다고 발표했습니다. 경쟁사로는 라우트나우, 로지스퓨전이 언급됩니다. 최근 한 달 사이 CTO가 새로 영입되었고, '경로 최적화 API' 신규 출시 공지가 올라와 있습니다.
제공된 발췌에는 공식 미션, 매출 총액, 고객 수, 투자 시점의 정확한 날짜와 상세 투자자 정보가 없어 해당 내용은 확인하지 못했습니다. 회사 면접을 준비 중이라면 직무를 알려주시면 예상 질문과 맞춤형 답변 포인트까지 정리해 드릴까요?
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