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Large Language Model Search Optimization Tool

Overview


Marketing, Advertising & Social Media
Brookings, South Dakota, United StatesPosted: June 26th, 2026Deadline: July 22nd, 2026
Past Due

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SUMMARY


A public institution in South Dakota seeks a tool to optimize institutional content for discovery and summarization within AI-generated search and answer platforms, supporting non-technical content teams and responsible AI adoption.

KEY REQUIREMENTS


BUDGET

Verified

$80,000

CONTRACT DURATION


24 months

TIMELINE


RFP Publication: June 25th, 2026

Offeror Questions Due: July 7th, 2026

Responses to Offeror Questions: July 10th, 2026

Proposal Submission: July 22nd, 2026

Anticipated Award Decision/Contract Negotiation: August 24th, 2026

QUESTION DEADLINE


July 7th, 2026

CONTACTS


Primary procurement contact — name, title, email, and phone

Additional decision-makers and their departments

Issuing Agency


South Dakota State University

Organization overview and procurement intelligence available on paid plans.
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DESCRIPTION


A public institution in South Dakota is seeking a comprehensive Large Language Model (LLM) search optimization tool or service designed to enhance institutional content discovery, summarization, and representation in AI-generated search and answer systems. The solution should build upon traditional and AI-powered search interfaces, generative AI assistants, and conversational tools to improve content visibility, provide measurable performance data, and deliver actionable, data-driven content recommendations.

The desired tool must support sustainable, non-technical workflows appropriate for public institutions, including content implementation, approval, and ownership. The solution should increase the likelihood that LLMs surface official sources, identify gaps and risks in content, and provide prioritized recommendations for content teams without SEO or AI expertise. Additional requirements include analysis of search intent, identification of underperforming or outdated content, AI-readiness scoring, and support for change management as institutions adopt new AI-driven practices. The approach must promote responsible use of AI and reduce manual optimization work over time, with a two-year contract period.

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Frequently asked questions


When is the submission deadline?
This RFP closed on July 22, 2026 and is no longer accepting submissions.
What is the budget for this RFP?
The published budget is $80,000.
Who issued this RFP?
It was issued by South Dakota State University. The work is located in Brookings, South Dakota, United States.
Who is a good fit for this opportunity?
  • Proven expertise in AI-powered search optimization and LLM technologies
  • Experience supporting public or educational institutions
  • Ability to deliver user-friendly, non-technical workflow tools
  • Strong record in change management and content analysis solutions
  • Capacity to provide measurable performance metrics and actionable recommendations

Analysis generated by Settle AI from the source RFP.

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