# Qūe Interactive > Boston-based agency specializing in AI Search Optimization (GEO + SEO) for SMBs. We help businesses get cited in AI assistants like ChatGPT, Claude, Perplexity, and Gemini while maintaining strong Google rankings. This file contains the substantive content of queinteractive.com, formatted for LLM ingestion. ## About Qūe Interactive Qūe Interactive is a Boston-based digital marketing agency. The agency tagline is "Get Discovered. Stand Out." Operations are anchored in AI-assisted SEO and AI search optimization for small and medium-sized businesses. The legal entity is Qūe Interactive LLC, a Massachusetts single-member LLC. Display brand: Qūe Interactive. Sister service line: WPBoost (wpboost.co), a productized WordPress performance optimization service. Contact: info@queinteractive.com | +1 (617) 399-8126 | Boston, MA. ## Services Qūe Interactive offers four core services. Each service page is reproduced in full below. --- ### AI Search Optimization URL: https://queinteractive.com/seo/ We get your business cited in AI answers. And we still rank you on Google. Here's what changed. In May 2026, Google announced AI Mode crossed one billion monthly users. AI Overviews now appear on 48% of all Google searches. ChatGPT, Perplexity, and Claude answer millions of buyer questions a day without ever sending the click. The blue link isn't dead. But it's no longer the only game. Your prospects are asking AI "who should I hire for X in Boston" and getting a three-name answer. You're either one of those three names or you're invisible. That's the work we do. We get your business into the answer. We call it Generative Engine Optimization, or GEO. Some people call it AEO (Answer Engine Optimization). The labels are arguing with each other. The work is the same: 1. Make your site machine-readable in a way most agencies haven't bothered to update for. Schema markup, entity graphs, citation-ready content structure. 2. Build your brand's footprint across the surfaces AI models actually trust. Reddit, Wikipedia and Wikidata, vetted directories, original research that gets quoted by others. 3. Track where you show up across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Then iterate based on what's working. We still do the SEO fundamentals. Technical audits, Google Business Profile, local citations, performance optimization. That foundation has to be clean because Google's AI systems pull from the same index. If your site is slow and badly structured, neither Google nor the LLMs cite you. But we lead with AI visibility because that's where the new traffic is going. **Core services:** Keyword and Intent Strategy: - Keyword analysis and targeting - Search trend analysis - Competitor keyword analysis Local & Google Visibility: - Google Business Profile - NAP consistency across local directories - Industry-specific directory targeting - Local entity validation Technical SEO Foundation: - Website audits - Site crawling issue detection - Performance optimization - Mobile responsiveness analysis - Schema markup AI Search Optimization (GEO + SEO): - Entity graph mapping - Citation-engineered content structure - AI Overview - Voice and conversational query optimization --- ### AI Visibility Intelligence URL: https://queinteractive.com/ai-visibility-intelligence/ We measure how often AI mentions your brand. Most agencies can't tell you. We can. When your prospects ask ChatGPT, Claude, Perplexity, or Gemini for a recommendation in your category, three things happen: You appear and AI recommends you. You appear, but vaguely, in the middle of a list. Or you don't appear at all and your competitor does. Most businesses have no idea which one is true. We find out, prove it with data, and tell you exactly what to do about it. **What we deliver** The AI Visibility audit is a structured, repeatable analysis of how four major AI assistants describe your brand to your prospective buyers. You receive: - A 28-prompt audit across ChatGPT, Claude, Perplexity, and Gemini. Prompts are custom-built for your category, your buyers, and your named competitors. That's 112 individual data points captured with timestamps and screenshots. - Your blended share of voice. The percentage of relevant AI queries where you appear, calculated across all four LLMs and benchmarked against your top competitors. - A diagnostic grid. Where you appear, where you partially appear, and where you're invisible, broken out by intent type (category recommendations, comparisons, problem-led queries, brand-specific queries). - A citation source map. The top 10-15 domains AI assistants cite when answering questions in your category. We show you which sources cite your competitors but not you. - The three causes. The specific schema, entity, citation, and content gaps creating your visibility shortfall. Not generic "improve your SEO" advice. Specific, fixable, prioritized. - A 90-day action plan. Exactly what to do first, second, and third, with realistic timelines and the work split between what we can do for you and what your team can handle internally. - A 30-day re-poll. We re-run the same prompts 30 days after the audit so you can see whether your visibility moved. **How the audit works** Week 1 — Discovery and prompt construction. We meet for a 60-minute kickoff. You tell us your category language, your named competitors, your buyers, and the problems they ask AI about. We build a custom 28-prompt set and send it for your approval before polling. Week 2 — Polling and data capture. We run all 28 prompts across ChatGPT, Claude, Perplexity, and Gemini using neutral VPN locations and fresh sessions to prevent personalization bias. Every response is timestamped and screenshotted. No data is fabricated. No prompts are cherry-picked. Week 3 — Analysis and diagnosis. We compute share of voice, identify the three primary causes of any visibility gap, and map the citation sources that are working against you. Week 4 — Delivery and strategic review. A 90-minute working session where we walk through every finding, answer questions, and prioritize the 90-day action plan. You leave the call knowing exactly what to do next. Day 60 — Re-poll. Same prompts, same LLMs, same conditions. You see exactly how much your visibility has moved if you've started implementing the recommendations. **What the audit is built on** The framework uses five intent types aligned with how the leading AI visibility tools categorize buyer queries: - Category recommendations — "Best [category] in [location]" — where AI suggests providers - Comparisons — "X vs Y" — where AI weighs named options - Problem-led queries — "How do I solve [problem]" — where AI explains solutions and cites sources - Brand-specific queries — "Is [brand] reputable" — where AI demonstrates entity recognition - Transactional queries — "Best price for [product]" — where AI surfaces buying decisions (when applicable to your business) This isn't a one-off list of prompts pulled from a template. Each engagement gets a prompt set built specifically for your category, your buyers, and your competitive landscape. **What you get vs. what SaaS tools provide** Most SaaS tools in this space charge $25,000-$60,000 per year for ongoing tracking with dashboards. They're built for enterprise marketing teams who can interpret raw data and decide what to do with it. Our audit is built for businesses that want the answer, not the dashboard. You get the analysis, the diagnosis, and the action plan in writing. You can take it to any agency, any internal team, or implement it yourself. If you eventually want ongoing monitoring, we offer that as a separate monthly service. But you don't need it to get started. One audit gives you a complete picture of where you stand. **Pricing** One-time AI Visibility Audit: $2,500-$5,000 depending on scope (number of competitors, number of geographies, complexity of category). Monthly AI Visibility Monitoring (optional add-on after audit): $750-$2,000 per month for ongoing re-polling, trend analysis, and quarterly strategic reviews. Most clients start with a single audit, implement the recommendations over 90-180 days, and then decide whether to add monitoring. **Who this is for** This service fits if you: - Run a business in a category where prospects research providers via AI assistants before reaching out - Have spent on SEO and want to know what AI is doing to your visibility - Want a clear picture of where you stand against named competitors - Need a specific action plan, not generic advice - Want methodology you can verify, replicate, and trust This service is probably not the right fit if you: - Have no competitors named in your space (audit needs a benchmark) - Are pre-revenue and just want general SEO guidance (start with our AI Search Optimization service instead) - Need a fully automated tracking dashboard with daily updates (look at Profound or similar SaaS tools) **What's next** The audit takes 4 weeks from kickoff to delivery. We run a limited number of audits each quarter to maintain quality. Spots are first-come, first-served. The first step is a free 30-minute AI Visibility Scan. We'll run 5 prompts on your brand across ChatGPT and Perplexity, then walk you through what we found. No obligation, no pitch. If a full audit makes sense after that, we'll talk about it. If not, you'll still leave the call knowing more about your AI visibility than 95% of your competitors do. Book your free 30-minute scan: https://cal.com/queinteractive/ai-visibility-scan --- ### Schema & Entity Foundations URL: https://queinteractive.com/schema-entity-foundations/ We make your website legible to AI. Most aren't. If you ask ChatGPT "what is [your company name]," what does it say? For most small and mid-sized businesses, the answer is one of three things. It hallucinates and gets the basics wrong. It says it doesn't have information. Or it gives a generic description that could fit any company in your category. That's not a content problem. That's an entity problem. AI models don't see your website the way a human visitor does. They look for structured signals (schema markup, entity graphs, validated cross-references) that confirm your business is a real, distinct thing in the world. Most websites don't have those signals. We install them. **What's in the engagement** This is a one-time fixed-fee project. Six weeks. Concrete deliverables. Foundation work that everything else builds on. Entity Audit and Graph: - Map your business as an entity (the thing AI needs to recognize) - Audit current schema implementation (most sites have less than they think) - Identify gaps in your entity footprint across Wikipedia, Wikidata, Crunchbase, LinkedIn, industry directories, and category-specific surfaces Schema Implementation: - Organization schema with full sameAs network - Person schema for every author and key team member - Service schema with offers, areaServed, and serviceType - FAQPage and HowTo where appropriate - Article schema with entity mentions - Validation across Google Rich Results, Schema.org, and LLM extraction tests Knowledge Graph Submissions: - Wikidata entry creation or correction - Crunchbase, BBB, and industry directory updates - LinkedIn company page alignment - Founder and key team Person pages llms.txt and llms-full.txt Implementation: - Curated llms.txt at root - Full content markdown export - IDE-agent compatibility (Cursor, Claude Code, Copilot) Documentation and Handoff: - Maintenance guide for your team - Schema change checklist for future content - Quarterly check-in invitation for ongoing clients **Why this matters** You can't do citation-worthy content or AI visibility tracking on a foundation that's broken. Schema and entity work is the unsexy plumbing that makes everything else possible. Most agencies skip it because it's not a recurring revenue line. We start with it because every other engagement we run is twice as effective when this is done right. --- ### Citation-Engineered Content URL: https://queinteractive.com/citation-engineered-content/ We write content AI models actually cite. Most blog posts don't. Here's an uncomfortable fact. The average company blog post is invisible to ChatGPT. It ranks for nothing important on Google. It sits on the site for two years collecting dust. Then the marketing team rotates and someone suggests "we should blog more." That's not content strategy. That's content theater. Real content that gets cited in AI Overviews and LLM answers has three properties. It answers a specific question in the first sentence. It contains information that exists nowhere else (original data, a practitioner methodology, a case study with numbers). And it's structured so a language model can extract the answer cleanly. That's what we write. **The way we work** Every piece starts with one question. "What would make a language model pick this page over the other ten that answer the same query?" Usually the answer is one of three things: - Original data your competitors don't have - A clearer, more direct statement of the answer than anyone else has bothered to write - A piece of methodology nobody else has documented Then we write it that way. Question-led H2s. First-sentence answers. Schema markup that tags every entity. Internal links that build topical authority. External citations that signal trustworthiness. The result is content that does double duty. It ranks for traditional search. And it gets pulled into AI Overviews, ChatGPT responses, and Perplexity citations. **What you get** Citation-Engineered Articles: - Question-led structure for LLM extraction - Schema markup for every entity and claim - First-sentence answers with full noun phrases - Original research, data, or methodology where possible Topic Cluster Architecture: - Pillar page + supporting article framework - Internal linking that builds topical authority - Coverage gap analysis against your top three competitors Content Optimization: - Existing-content audit and refresh - Underperforming page diagnosis (rank vs cite vs convert) - Conversion-focused on-page elements --- ## Homepage FAQ **What is AI search?** AI search refers to the use of artificial intelligence technologies, such as machine learning (ML) and natural language processing (NLP), to enhance search engine functionality. It enables search engines to understand user intent, analyze content in more depth, and deliver highly relevant and personalized results. **How do AI-powered search engines rank websites?** AI-powered search engines rank websites by analyzing relevance to the user's query, content quality, and intent. They use natural language processing to understand context, prioritize high-quality, original, and up-to-date content, and consider user behavior like click-through rates. Technical factors like page speed, mobile-friendliness, and structured data also influence rankings, along with trust signals like backlinks and domain authority. **What is SEO, and how does it apply to AI-driven search?** SEO (Search Engine Optimization) is the process of improving a website's visibility on search engines by optimizing content, structure, and technical elements. In AI-driven search, SEO focuses on aligning with AI algorithms that analyze user intent, content relevance, and quality. This includes using natural language, structured data, and optimizing for user behavior to enhance rankings in smarter, AI-powered search results. **What are keywords, and why are they important for AI search optimization?** Keywords are the terms and phrases users type into search engines. They help AI understand a website's content and match it to user queries. For effective AI search optimization, choose relevant keywords by researching user intent, using natural language, and focusing on related terms to cover a topic comprehensively. This improves visibility and ensures content aligns with search intent. **What is structured data, and how can it help AI understand your website?** Structured data is code that provides search engines with detailed information about your website's content. Using schema markup, it helps AI interpret elements like products, events, or reviews, improving visibility and eligibility for rich search results, such as featured snippets or enhanced listings. ## Contact - Email: info@queinteractive.com - Phone: +1 (617) 399-8126 - Location: Boston, MA - Booking (free 30-min AI Visibility Scan): https://cal.com/queinteractive/ai-visibility-scan - Contact form: https://queinteractive.com/contact-us/ ## Sister service - WPBoost (https://wpboost.co): WordPress performance optimization. Operated by Qūe Interactive as a productized service line.