# AI services: knowledge graphs, semantic search, research and marketing intelligence

> Our AI services put the technology behind modern search to work for your business: knowledge graphs that keep your facts consistent, semantic models and vector databases that power AI site search and assistants, industry and market research, marketing intelligence dashboards, and AI agents that check SEO at scale, with people reviewing every result.

We build and use these tools on our own client work every week. We recommend the ones that hold up.

## Why it matters now

AI search runs on entities, embeddings and retrieval. Businesses that organize their own knowledge the same way get cited more, answer customers faster and make decisions with better evidence.

## Services

- [AI SEO QA Agents](https://sproutgrowthengine.com/services/ai-services/ai-seo-qa-agents/): AI SEO QA agents that review pages at scale for titles, headings, links, schema and mobile layout, with device screenshots and a developer action list.
- [AI Consulting & Training](https://sproutgrowthengine.com/services/ai-services/ai-consulting-training/): AI consulting and hands-on training for small businesses and marketing teams: practical tools, safe use and workflows that save time.
- [AI Content Workflows](https://sproutgrowthengine.com/services/ai-services/ai-content-workflows/): Human-edited AI content workflows: research, briefs and drafts sped up with AI, then fact-checked and finished by experienced writers.
- [AI Automation & Agents](https://sproutgrowthengine.com/services/ai-services/ai-automation-agents/): AI automation and agents that route leads, draft replies, summarize calls and update your CRM, built with Zapier, Make or n8n, with training for your team.
- [Knowledge Graph Development](https://sproutgrowthengine.com/services/ai-services/knowledge-graph-development/): Knowledge graph development: map your business entities and relationships into connected schema, aligned profiles and an internal graph AI can use.
- [Semantic Modeling & Topic Maps](https://sproutgrowthengine.com/services/ai-services/semantic-modeling/): Semantic modeling and topic maps: taxonomies, entity relationships and content clusters that show search engines and AI how your expertise fits together.
- [Vector Search & RAG Assistants](https://sproutgrowthengine.com/services/ai-services/vector-search-rag/): Vector databases, AI site search and RAG assistants that answer from your own content with citations, built on pgvector or a managed vector database.
- [Industry Analysis & Research](https://sproutgrowthengine.com/services/ai-services/industry-research/): Industry analysis and research: market sizing, trends, competitor landscapes and original data studies you can use for strategy and publish for citations.
- [Marketing Intelligence Dashboards](https://sproutgrowthengine.com/services/ai-services/marketing-intelligence/): Marketing intelligence: one dashboard for search, AI visibility, ads, reviews, leads and competitors, updated automatically and explained in plain English.
- [Market Research & Demand Analysis](https://sproutgrowthengine.com/services/ai-services/market-research/): Market research and demand analysis: proven search demand, customer interviews, surveys and competitor offers that show where to grow next.

## Related services from other groups

- [Context Management & Prompt Engineering](https://sproutgrowthengine.com/services/ai-training/context-management-training/): Context management and prompt engineering training: instructions, projects, knowledge files, memory and reusable context so AI works from your facts.

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Sprout Growth Engine is the AI search and organic growth practice of Sprout for Business, LLC. 15 Cross Rd, Unit 4, Hooksett, NH 03106. Phone 603-227-5240. Contact form: https://sproutgrowthengine.com/contact/. Rated 4.8 out of 5 from 59 Google reviews (https://search.google.com/local/reviews?placeid=ChIJj9ZDxjZq4okRzO1Wn8jLTb0, checked 2026-09-29).

HTML version: https://sproutgrowthengine.com/services/ai-services/